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Acute Growth of Algorithm Trading Market Opportunity Assessments 2019-2023

Acute Growth of Algorithm Trading Market Opportunity Assessments 2019-2023
Algorithm Trading Market
Research report comes up with the size of the global Algorithm Trading Market for the base year 2019 and the forecast between 2019 and 2023. Market value has been estimated considering the application and regional segments, market share, and size, while the forecast for each product type and application segment has been provided for the global and local markets.
The Algorithm Trading report offers detailed profiles of the key players to bring out a clear view of the competitive landscape of the Algorithm Trading Outlook. It also comprehends market new product analysis, financial overview, strategies and marketing trends.
Major Manufacturer Detail: Thomson Reuters, 63 moons, InfoReach, Argo SE, MetaQuotes Software, Automated Trading SoftTech, Tethys, Trading Technologies, Tata Consulting Services, Vela, Virtu Financial, Symphony Fintech, Kuberre Systems, iRageCapital, QuantCore Capital Management
Get a Free PDF Sample Copy! Click Here: https://www.acquiremarketresearch.com/sample-request/205792/
The report reckons a complete view of the world Algorithm Trading market by classifying it in terms of application and region. These segments are examined by current and future trends. Regional segmentation incorporates current and future demand for them in North America, Asia Pacific, Europe, and the Middle East. The report collectively covers specific application segments of the market in each region.
Types of Algorithm Trading covered are: Forex Algorithm Trading, Stock Algorithm Trading, Fund Algorithm Trading, Bond Algorithm Trading, Cryptographic Algorithm Trading
Applications of Algorithm Trading covered are: large Enterprise, SME
Use Corporate ID to avail Discount on this Algorithm Trading Market Report report: https://www.acquiremarketresearch.com/discount-request/205792/
Regional Analysis For Algorithm Trading Market
North America (The United States, Canada, and Mexico) Europe (Germany, France, UK, Russia, and Italy) Asia-Pacific (China, Japan, Korea, India, and Southeast Asia) South America (Brazil, Argentina, Colombia, etc.) The Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria, and South Africa)
Table of Contents:
Study Coverage: It includes key manufacturers covered, key market segments, the scope of products offered in the global Algorithm Trading market, years considered, and study objectives. Additionally, it touches the segmentation study provided in the report on the basis of the type of product and application. Executive summary: It gives a summary of key studies, market growth rate, competitive landscape, market drivers, trends, and issues, and macroscopic indicators. Production by Region: Here, the report provides information related to import and export, production, revenue, and key players of all regional markets studied. Profile of Manufacturers: Each player profiled in this section is studied on the basis of SWOT analysis, their products, production, value, capacity, and other vital factors.
Reasons to buy:
• In-depth analysis of the market on the global and regional level. • Major changes in market dynamics and competitive landscape. • Segmentation on the basis of type, application, geography, and others. • Historical and future market research in terms of size, share, growth, volume & sales. • Major changes and assessment in market dynamics & developments. • Industry size & share analysis with industry growth and trends. • Emerging key segments and regions. • Key business strategies by major market players and their key methods. • The research report covers size, share, trends and growth analysis of the Algorithm Trading Market on the global and regional level.
Get Full Report Description, TOC, Table of Figures, Chart, etc. @ https://www.acquiremarketresearch.com/industry-reports/algorithm-trading-market/205792/
In conclusion, the Algorithm Trading Market report is a reliable source for accessing the Market data that will exponentially accelerate your business. The report provides the principle locale, economic scenarios with the item value, benefit, supply, limit, generation, request, Market development rate, and figure and so on. Besides, the report presents a new task SWOT analysis, speculation attainability investigation, and venture return investigation.
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Forex MegaDroid - The Powerful Function of Reverse Correlated Time and Price Analysis

FOREX Autopilot is an automatic trade method which is also known as EA Forex Monarch Review (Expert Advisor). This software system is specially designed for MetaTrader4. MetaTrader4 is an entirely free FOREX charting platform. FOREX Autopilot advisors are so easy to use that not only the experienced trader but a beginner can also take up the benefits. FOREX Autopilot is an automatic arrangement. You just have to keep your computer on and keep the software running. This software can analyze the market and it can find out the best trade for you. It can even do the necessary deals for you. This software is here to increase your business. It is so complex that you do not have to have an in-depth knowledge of foreign exchange markets. Moreover you just need to have the basic computer skills to use this amazing software.
The FOREX Autopilot system is incredibly simple to setup. All you need to do is setup the expert advisors and permit them to deal on your account. It really is this simple. The FOREX Autopilot system is ready to serve you 24hours/day. You don't need to have to keep an eye on trades if you do not have adequate time. The advisors are here to help you out with all that. They will observe the trades and they are able to open orders and seal positions for you as you need. You just have to keep your Meta Trader on so that the advisors can work without interruption. Foreign exchange investing can give you extraordinary profits and the tools which you receive in the FOREX Autopilot system can make even bigger profits for yo
When it comes to the most prominent way to earn money, most people tend towards forex trading. It is so because it is the easiest approach to make money if you are able to take right decisions timely. Now, you must be wondering how you could do that. Well, answer to this dilemma lies in being expert in the forex secret trading. Here, it is also worth to note that many people are currently involved in this forex trading, so its secrets are not hidden anymore. So, how you can get benefited from these secrets? Well, only getting known to these secrets is not sufficient to become a successful trader, you must be quite efficient to apply them. If you know how to utilize these techniques and skills in the market, chances are brighter for you to occupy dignity in forex trading.
In order to make ample of money from the forex market, the basic requirement is to have patience along with courage to take critical decisions. Apart from this, you must be familiar with every aspect of market trends. Now, let's consider the most important factor which means a lot for everyone, which is the amount of investment. Well, there is no such fix limit of investment that could assure you the guaranteed profit.
https://healthinfluencer.net/forex-monarch-review/
submitted by steffandevin11 to u/steffandevin11 [link] [comments]

TIL: The latest ponzi scheme - PIPcoin

Well today was interesting. After seeing a ton of people trying to spam their referral links into some of the big Facebook groups we run at work, I decided to investigate a bit more after dinner & a couple of glassses of wine.
Let me introduce you to PIPcoin. (for those like me who missed it when it last came up on the sub)
PIPcoin from the horses mouth
PIPcoin's CEO on SABC
One of his "free" seminars.
Here is a quick recording off their homepage :-(
Pipcoin is Africa’s first P2P Cryptocurrency and is more seen as an emerging digital currency that seeks to revolutionize accessibility and raise awareness about the importance of online trading to the multitudes of both the aspirant traders and those who are completely unaware of the abounding benefits and opportunities offered by the digital market. Thus, for all its worth as a potential life-changing tool, we want Pipcoin to be everybody’s business.
So this is new... lets take a look at their FAQ's because I have many! here are my favourite bits:
What Is The Structure Of A Pipcoin? Pipcoin Concept (for developers) -IF YOU HAVE 0,9999 MICRO-PIPS THEN IT WILL BE ROUNDED OFF TO 1.0000 – MAKING IT 1 PIPCOIN-
lol really? Where does that extra micro tit pip come from?
Why Pipcoin Isnt A Get Rich Quick Scheme Whenever there is a new digital breakthrough it is natural for people to be sceptic, this has been scientifically proven. Even at one stage the internet was said to be a scam, same goes to online trading, they said it won’t last. Same goes to Facebook; they said it’s an information-leaking scam. Same goes again to Bitcoin they said it’s a ‘failed experiment’. Pipcoin is the people’s currency and can never in a scale be compared to ponzi schemes and investment bonanzas; Pipcoin is a friend-to-friend digital currency which has its own crypto keys and public ledger just like any other legit digital currency. Everyone is a host to the currency, every participants’ computers serve as servers to the system and just like forex trading it is a zero-sum game, when you buy the coins there will be someone selling to you.
SkepticalHippoIsSkeptical.jpg
Who Is The Founder Of Pipcoin? However the inception of the idea can be credited to David Schwartz and the inception of the algorithm and mathematics behind to Ref Wayne, a 21 year old South African who is behind the creation of most high-tech forensic software as well as the indicators for financial trading platform (Forex Metatrader), it is without chance that the creation of Pipcoin is water-proof and crack-free.
Aside from the laughable wording, this is perhaps the most interesting part. If you can make it through this interview or this video his story sounds a lot like this "David Schwartz" story here. Excuse the popups but give it a read and obviously the comments at the bottom.
Is Pipcoin Legal? ...After all, there is no authority that can stop anyone from buying and selling a product online.
hahahahahahahahAHAHAha!
Do I Need To Provide Any Id Documents To Join Pipcoin is a cryptocurrency which means it’s completely encrypted, even for its users, it remains completely confidential. You don’t need to submit any documents.
erm... surely this goes against SO many laws in SA?
How Reliable Is This Website In Terms Of Security And Keeping Personal Data And Pipcoins [no ? at the end of these ones for some reason] We pay great attention to security and the confidential information on the website is protected by EV SSL. We don’t divulge any personal data of members to third parties. Your participation too, is strictly confidential.
thats...not really explaining it at all. SSL isnt the be-all and end all - but oh there's another one right below. Im sure that'll clear it up...
Are You Protected From Hackers We have installed power Anti-DDOS protection on our servers and have many other security measures.
well that settles it.
ok ok so whats next?
Some points/gems from their Terms of User PDF [mirror here] (i've never heard that phrase) but looks like something from the lawfirm of Copy, Pasta and Google.
All references to the ‘company,’ ‘us,’ ‘our,’ ‘we’ or ‘Pipchain’ means Pipchain South Africa S.a.r.l., a company registered under the laws of South Africa, with a share capital of EUR 55,222.08, having its registered address at L-2340 South Africa, 1, rue Philippe II, registered with the South Africa Trade and Companies Register under number B 190.078 (Business License number B190078).
I tried to find out if thats real but I couldnt figure out how to do it via the new http://www.cipc.co.za/ site.
Their privacy policy link https://pipchain.com/PrivacyPolicy.pdf 404's
Typos galore eg - " Server failure ordata loss;"
We make no warranty that the Website or the server that makes it available, are free of viruses or errors, that its content is accurate, that it will be uninterrupted, or that defects will be corrected.
wut?!
  1. AGREEMENT TO HOLD PIPCHAIN HARMLESS
wut2
7.2. If you are obligated to indemnify us, we will have the right, in our sole discretion, to control any action or proceeding (at our expense) and determine whether we wish to settle it.
ok...
9.1. You need not use a Pipchain Wallet. If you wish to use the Wallet, you must create a wallet with Pipchain to access the Services (“Wallet”)
I need an adult.
10.5. No Storage or Transmission of Pipcoins. Pipcoins are an intangible, digital asset. They exist only by virtue of the ownership record maintained in the Pipcoin network. The Services do not store, send or receive Pipcoins. Any transfer of title that might occur in any Pipcoins occurs on the decentralized ledger within the Pipcoin network and not within the Services. We do not guarantee that the Service can effect the transfer of title or right in any Pipcoins.
and
10.8. No Cancellations or Modifications. Once transaction details have been submitted to the Pipcoin network via the Services, The Services cannot assist you to cancel or otherwise modify your transaction details. Pipchain has no control over the Pipcoin Network and does not have the ability to facilitate any cancellation or modification requests.
In the SABC interview (linked at the top of this post) the CEO says he took bitcoin and 'modified' it to be safer and so you can track 'stolen or lost' coins. So thats a lie.
  1. DISCONTINUANCE OF SERVICES 15.1. We may, in our sole discretion and without cost to you, with or without prior notice and at any time, modify or discontinue, temporarily or permanently, any portion of our Services. You are solely responsible for storing, outside of the Services, a backup of any Wallet Address and Private Key pair that you maintain in your Wallet.
erm, ok but because PIPcoins can only be traded on their website and not transferred to anything else... how does that work?
17.1.3. Use any robot, spider, crawler, scraper or other automated means or interface not provided by us to access our Services or to extract data; 17.1.4. Use or attempt to use another user’s Wallet without authorization
the enter key is a hard one to find on a laptop I'll give them that one...
---- gets more wine ---
They claim to have a 30-35% growth rate on any and all investments! Crazy returns.
I did a bit of a google on them and immediately found these posts.
Some choice excerpts:
The company has promised that it will soon be issuing a debit card. Promising to issue a debit is an old trick used by fraudulent companies to create a false sense of trust and legitimacy to unsuspecting investors.
and
The transfer of pipcoins is verified by one sources, instead of 3 independent source as is usually the case with legitimate crypto currencies with a blockchain.
and
They also use wording similar to ‘get-rich-quick' scheme lines such as “Pipcoin will create over a 100 millionaires by the end of this financial year”. These are revealing signs of a fraudulent scheme. Moreover, pipcoin is a closed system, you cannot trade with anyone other than randomly chose people registered on the website. Their blockchain is not public or transparent, in fact, they do not have a blockchain and, if they do have one, then it is not operational.
So who's behind it? Who is this Ref dude?
According to his Twitter bio he's "Youngest Billionaire in Africa | Founder of African 1st ever digital currency ! Get a minimum interest of 35% @infopipcoin"
here are some choice images from his public FB:
I tried to register on https://mypipcoins.com/ but there's an ASPX error during the registration process and it kept trying to switch between https and http. Great start. I tried in all major browsers and they all failed so I gave up on trying to signup with my temp email [email protected] :(
So then, lets take a closer look at the support they offer on their site. They've got one of those "live chat" widgets on their site and this evening there was actually someone online :)
I said "hello" and saw "busi has joined the conversation" - sweet.
Here is the transcript I downloaded before they killed the chat. Lucky I insta-clicked the download before they killed my chat session.
As you can see by the chat log, Busi linked me to whats obviously the new 'site' they're launching this weekend https://pipchain.com/
The site looks a lot like the blockchain.info website.
Their market page is awesome compared to blockchain.info's one! its even got a bigger market cap! Note the article links are all the same, except for two small things.
  1. None of the links work...because
  2. they've done a find&replace in the code, replacing all instances of "bitcoin" with "pipcoin" XD
Anyway, I thought I'd try signup on THIS site and lo 'n behold I managed to sign up! [email protected] lives!
Here is PIPcoin's dashboard and here is Blockchain.info's dashboard.
Here is PIPcoins transactions page and here is Blockchain.info's transaction page.
So pretty much a blatant copy/pasta job.
-- final thoughts --
Its unfortunate that the quality of journalism in SA is so weak. PIPcoin getting a lot of media attention for something thats honestly so dodgy, if you looked at it for more than 5 minutes you'd know. Many people are going to fall for this and if you look at the comments on twitter or on his FB posts or on any video calling out the scam you'll shake your head.
Someone (not me) has even put this site together https://www.pipcoin.co/ which is as informative as it is awesome! Click the login and it takes you to "Logging in should be the last thing you should be worried about right now." and the bottom of the site has the best burn ever
"This website was built as a public service announcement by concerned citizens (and shows what a legitimate site should look like"
I did try connect with the 'owner' via twitter to find the source/calculation of the "R40 314 800,00 lost & counting" figure but so far no reply.
Anyway its late and I'm going to bed. I hope you learnt something and if you see anyone in your social circles promoting this please make them aware.
EDIT: Reddit formatting is hard.
EDIT2: Got a reply from the person behind the pipcoin.co site - http://imgur.com/a/995oN which honestly shows the lack of skills the scheme has in the development/security field and now if you rewatch the interviews you can see why he's so scripted when talking about the tech stack.
EDIT3: Sigh. I made a comment on the PIPcoin FB page to warn people about this and this is the response I found this morning - http://imgur.com/a/tFoAy I dont even know what/how to respond...
submitted by Ruach to southafrica [link] [comments]

Forex Robots For Forex Traders

Forex market is a very large but risky market to trade in. Crypto Nerdz Review Unlike the stock exchange, it is a global market in which traders perform their transactions and can trade at any time, five days a week. Of course, you know that with big risk at times comes the potential for big reward. Forex, being a multi-trillion dollar market, have some major potential for a trader to profit from but one of the ways traders decrease risk is through the use of Forex robots.Robot is a software that trades instead of a human trader. The integrated signals in them allow them to "decide" on the perfect time to buy or sell a currency pair, while the systems facilitate the actual trading process.
Robots are gaining popularity because they literally make money for their owners. Also, because the forex market is open 24 hours a day, a person can keep trading through the robot while he or she is doing his/her normal daily activities.Because of robots inability of emotional feeling, traders can really get an edge on the challenges that come with Forex trading as robots help to keep a trader's emotions from interfering with trades execution.Since most robots are designed to execute the trades for traders, they can take advantage of potentially profitable trades that they otherwise couldn't. A trader cannot be at their computer to execute trades when they are sleeping or when on vacation. Forex robots can give a trader the advantage of not missing out on any opportunities in their absence. Forex robots are programmed to pick apart the data and find patterns that would suggest where and when a new trade could have a potential for profit.
But there is more - and possibly the most useful aspect of Tramline Trading! Let's take as an example an uptrending set of Tramlines. When the market breaks outside the area marked out by the lines, it moves away at first, but then, in very many cases, it will try to get back inside the tramlines, but be rejected. It is as if it was a ball hitting a wall. I call it the "Scalded Cat" bounce. I use the term Scalded Cat as a companion to the well-known "Dead Cat" bounce.Waiting for these set-ups can be very profitable, as you would short the market on a bounce down from an uptrending tramline, placing protective stops just inside the lines. Another very low risk trade! If you ever wanted to know how to make money trading the financial markets, you have come to the right place. I was a professional futures trader for many years, and have seen just about everything the markets could throw at traders.
Documentation and Training One thing I observed right away is that the Fap Turbo documentation and training materials tend to be a lot more detailed compared to ones you receive with some other Forex trading bots such as Forex Autopilot. All setting are discussed in some depth within the manuals, even the ones its not necessary to change and there are video tutorials within the member area to train you exactly how to create the Fap Turbo bots on your PC. Member Forum Another thing which Fap Turbo has that you will not get with several Forex robots is a member forum (mainly because many Forex trading robots don't work and the makers really don't want people to talk about the product). Within your purchase you additionally receive total use of the private member forum, plus the widespread month-to-month mentoring sessions.
https://optimusforexreview.com/crypto-nerdz-review/
submitted by beulamary1 to u/beulamary1 [link] [comments]

The Bloomberg Finance Lab

The Bloomberg Terminal (aka Bloomberg Professional Services) connects finance professionals to a dynamic network of information, people, and ideas. At the core of this network is the ability to deliver real-time data to finance professionals around the world.
The main value added services provided by Bloomberg Terminal are:
  1. Data
  2. News
  3. Analytics
These services are provided through innovative, proprietary technology, that quickly and accurately provides financial information to individuals and across enterprises around the world.
A world leader in providing market data information across the globe through its websites, apps and dedicated feeds and software products, Bloomberg offers a variety of tools available on free and paid basis, allowing finance professionals to use them in their research, analysis and related trading activities. Bloomberg’s coverage includes all possible financial securities ranging from equities, fixed income, derivatives, commodities, forex and OTC products, across the globe.

Bloomberg website:

The official Bloomberg website offers a wealth of free and subscription based tools and utilities, most offering customized views as per regions/markets.

Symbol Lookup Service:

Introduced couple of years back, Bloomberg Open Symbology tool offers Symbol lookup service and mapping of different symbols (SEDOL, CUSIP, ISIN, Stock exchange ticker, etc.) at global level. Individual traders as well as large investment firms having a need to consolidate data sourced from multiple sources with different symbols use this service. For e.g. a mutual fund company may take 2 different data feeds – one from Bloomberg containing Bloomberg symbol and other from Stock exchange containing local ticker. Symbology service enables cross referencing to validate data across two sources with different tickers.
Apart from the generic Open Symbology service, the widely followed Bloomberg symbols can be accessed through its dedicated symbol search tool.

Bloomberg Professional Products & Services:

The paid professional products and tools available from Bloomberg offer coverage across 360+ exchanges, 24000+ companies, global currency markets, and includes recently launched bitcoin coverage. These products and tools today are used by more than 315,000 subscribers across 175 countries, demonstrating the depth and variety of offerings from Bloomberg.
Bloomberg Market data terminal remains the most saleable product for both individual and enterprise use. A good 2 pager Getting Started Guide is available for introduction to financial analysis tools available within the Bloomberg Terminal. Apart from usual charts, graphs, technical indicators and market data coverage, one of the key selling points of Bloomberg Terminals is its instant messaging feature which enables easy communication across individuals, dedicated workgroups and even Bloomberg representatives for assistance.
Bloomberg Briefs: A dedicated service in the form of digital newsletters for the global financial markets, Bloomberg Brief offers insights into sector or region specific areas in PDF format.
Briefs for following categories are published daily – Bankruptcy & Restructuring, Economics, Economics Asia, Economics Europe, London, Municipal Market and Oil. Publication for other categories is weekly – China, Clean Energy & Carbon, Financial Regulation, Hedge Funds Europe, Hedge Funds, Leveraged Finance, Mergers, Private Equity, Structured Notes and Technical Strategies.
Such wide varieties of tools offered by Bloomberg come with lots of portability. All website based functionality can be accessed through standard browsers on mobiles and tablets, and even professional products offer portability for mobile and remote access through desktops, laptops, tablets and smartphones.

Bloomberg Enterprise Solutions

At the enterprise level, Bloomberg offers dedicated data feeds, pricing, reference and market data, news and information services to meet the needs of large financial enterprises employing financial analysts, traders and researchers. The Bloomberg trading solutions, offer connectivity and integration for buy side and sell side institutional clients. These find usage in complementing the OMS (Order management system), and recent EMS (Execution management system), for trade execution.
N L Dalmia has set up Mumbai’s first Bloomberg Finance Lab with 12 Bloomberg terminals, offering students extremely focused and high end knowledge programs with a high degree of practical learning and on-the-job applicability. Learning mba in mumbai from N L Dalmia is a step towards boosting one's career.
submitted by dipika20 to MBAinIndiaExplained [link] [comments]

The Bloomberg Finance Lab Launched at N L Dalmia Campus Mumbai

The Bloomberg Terminal (aka Bloomberg Professional Services) connects finance professionals to a dynamic network of information, people, and ideas. At the core of this network is the ability to deliver real-time data to finance professionals around the world.
The main value added services provided by Bloomberg Terminal are:
  1. Data
  2. News
  3. Analytics
These services are provided through innovative, proprietary technology, that quickly and accurately provides financial information to individuals and across enterprises around the world.
A world leader in providing market data information across the globe through its websites, apps and dedicated feeds and software products, Bloomberg offers a variety of tools available on free and paid basis, allowing finance professionals to use them in their research, analysis and related trading activities. Bloomberg’s coverage includes all possible financial securities ranging from equities, fixed income, derivatives, commodities, forex and OTC products, across the globe.

Bloomberg website:

The official Bloomberg website offers a wealth of free and subscription based tools and utilities, most offering customized views as per regions/markets.

Symbol Lookup Service:

Introduced couple of years back, Bloomberg Open Symbology tool offers Symbol lookup service and mapping of different symbols (SEDOL, CUSIP, ISIN, Stock exchange ticker, etc.) at global level. Individual traders as well as large investment firms having a need to consolidate data sourced from multiple sources with different symbols use this service. For e.g. a mutual fund company may take 2 different data feeds – one from Bloomberg containing Bloomberg symbol and other from Stock exchange containing local ticker. Symbology service enables cross referencing to validate data across two sources with different tickers.
Apart from the generic Open Symbology service, the widely followed Bloomberg symbols can be accessed through its dedicated symbol search tool.

Bloomberg Professional Products & Services:

The paid professional products and tools available from Bloomberg offer coverage across 360+ exchanges, 24000+ companies, global currency markets, and includes recently launched bitcoin coverage. These products and tools today are used by more than 315,000 subscribers across 175 countries, demonstrating the depth and variety of offerings from Bloomberg.
Bloomberg Market data terminal remains the most saleable product for both individual and enterprise use. A good 2 pager Getting Started Guide is available for introduction to financial analysis tools available within the Bloomberg Terminal. Apart from usual charts, graphs, technical indicators and market data coverage, one of the key selling points of Bloomberg Terminals is its instant messaging feature which enables easy communication across individuals, dedicated workgroups and even Bloomberg representatives for assistance.
Bloomberg Briefs: A dedicated service in the form of digital newsletters for the global financial markets, Bloomberg Brief offers insights into sector or region specific areas in PDF format.
Briefs for following categories are published daily – Bankruptcy & Restructuring, Economics, Economics Asia, Economics Europe, London, Municipal Market and Oil. Publication for other categories is weekly – China, Clean Energy & Carbon, Financial Regulation, Hedge Funds Europe, Hedge Funds, Leveraged Finance, Mergers, Private Equity, Structured Notes and Technical Strategies.
Such wide varieties of tools offered by Bloomberg come with lots of portability. All website based functionality can be accessed through standard browsers on mobiles and tablets, and even professional products offer portability for mobile and remote access through desktops, laptops, tablets and smartphones.

Bloomberg Enterprise Solutions

At the enterprise level, Bloomberg offers dedicated data feeds, pricing, reference and market data, news and information services to meet the needs of large financial enterprises employing financial analysts, traders and researchers. The Bloomberg trading solutions, offer connectivity and integration for buy side and sell side institutional clients. These find usage in complementing the OMS (Order management system), and recent EMS (Execution management system), for trade execution.
NLDIMSR has set up Mumbai’s first Bloomberg Finance Lab with 12 Bloomberg terminals, offering students extremely focused and high end knowledge programs with a high degree of practical learning and on-the-job applicability.
submitted by dipika20 to MBAIndia [link] [comments]

Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

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Best/Cheapest source of live ECN market data feed (FIX API)

Hey guys. Awesome sub you got here. I'm a software engineer and I'm interested in learning more about the forex markets. Before I put any real money down, I want to analyze the data and come up with some hypotheses and backtest them.
I'm looking for a live data feed of prices, volume, market depth, etc that I can use for the analysis.
Do you guys know of a cheap/free source of such data? It needs to be ECN data or as close as possible. And historical data would be nice but not necessary, I'm looking more for a live feed.
I've look at various ECN brokers but they only offer their FIX API to institutional investors with hundreds of millions of USD in trades per month.
The cheapest I've seen is Interactive Brokers, but their minimum account balance is USD10k.
Please let me know if you know of other brokers or have any other ideas about attaining this kind of data.
Thanks
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Binary Boom Review 2015 - Is Binary Boom SCAM? So How Does Binary Boom Software Work?? Binary Boom By Dennis Anker Review

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Why does binary boom delay this information?
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FXCM CEO Drew Niv Discusses Firm's Future after the CHF Crisis

Hi Everyone,
Our CEO Drew Niv held a Q&A with Forex Magnates which will answer many questions we have received over the past couple of weeks http://forexmagnates.com/exclusive-fxcm-inc-ceo-drew-niv-discusses-firms-future-after-the-chf-crisis/. Please understand that some questions I can't answer since we are a publicly traded company and it may be material information, but we will get to all questions in due time.
What happened on January 15th after the SNB announcement? What was the immediate impact of the SNB announcement on the company’s systems?
At the time of the SNB announcement over 3,000 FXCM clients held slightly over $1 billion in open positions on EUCHF. Those same clients held approximately $80 million of collateral in their accounts. As you know this was the largest move of a major currency since currencies started floating 1971.
The EUCHF move was 44 standard deviation moves, while most risk management systems only contemplate 3-6 standard deviations. The moved wiped out those clients’ account equity as well as generated negative equity balances owed to FXCM of over $225 million. We believe that the FXCM system operated properly during this event.
The caveat of our no dealing-desk execution system is that traders are offset one for one with a liquidity provider. When a client entered a EUCHF trade with FXCM, FXCM Inc. had an identical trade with our liquidity providers. During the historic move, liquidity became extremely scarce and shallow, which affected execution prices. This liquidity issue resulted in some clients having a negative balance.
While clients could not cover their margin call with us we still had to cover the same margin call with our banks. When a client profits in the trade FXCM gives the profits to the customer, however, when the client is not profitable on that trade FXCM Inc. ends up having to pay the liquidity provider.
FXCM ended with a regulatory capital shortfall. Accordingly, FXCM needed to get a loan to cover this balance, which it did. For anyone that still thinks FXCM is running an FX dealing desk, we have now demonstrated that such is not the case.
Why do you think many people traded EUCHF with FXCM?
Because we are a no dealing-desk broker and offset each trade one-for-one with our liquidity providers, and only make money on trades not customer losses. We published a study a few years ago called “traits of successful traders” that looked at FXCM traders over a long period of time and their general behavior to find what was destructive behavior to stay away from and what worked for clients.
The study focuses on what the majority of profitable traders did to increase their odds of success. What the study found was that traders who traded during quiet range-bound market hours like Asian hours OR that traded rang- bound low volatility currency pairs tended to be more profitable.
Obviously many of our competitors who are on the opposite side of their clients’ trades did not find this trade to be helpful to their bottom line, as they lose money when traders profit. We saw many of the dealing desk firms begin to increase overnight rollover cost as well as raise margin requirements to get these trades off their system and that’s why FXCM and other STP brokers had much bigger exposure.
Why did FXCM require an emergency loan with such tough terms?
As a regulated broker we are required to notify our regulators in a timely manner when any event occurs that may be deemed sensitive to clients. When we notified the regulators, they required FXCM Inc.’s regulated entities to supplement their respective net capital on an expedited basis.
We explored multiple debt and equity financing alternatives in an effort to meet the regulator’s deadline. The deal we ended up doing with Leucadia was the only deal that could and would happen in the very short timeframe we were given by the regulators. The CEO and the president of Leucadia were here in the office working on the deal.
It was a tall order for someone outside of the FX industry to come in and write a $300 million dollar check. This was the type of thing only top management could do. But they see the sustainability of FXCM, and that was everyone’s end goal. We really are very thankful to Leucadia. The deal enables us to live and fight another day and gives us time to build shareholder value in the future.
You said you plan to pay back the loan with proceeds from sales of non-core assets so what are non-core assets and will that be enough?
We announced last week that we anticipate that with the proceeds from the sale of some non-core assets and continued earnings we can meet both near and long-term obligations of our financing, while preserving the strength of our franchise. It’s widely known and understood that FXCM’s core business has always been retail FX; It is the majority of FXCM’s revenue.
However, over the past few years, the company has spent over $250 million dollars making strategic acquisitions building up our non-core businesses, mainly the institutional side as we tried to diversify the firm. We are now looking to sell some of those non-core assets; But, we are not in a rush and are looking to get the highest valuations for these assets.
We are considering closing or selling smaller regulated entities that require large sums of capital requirements, but that offer increasingly low return on capital. The latter move allows us to free up significant amounts of cash that is currently trapped. We believe that in the near term we can pay down a majority of the loan. That’s our goal.
What happens after 90 days according to your agreement with Leucadia?
The agreement says we need to pay back $50 million of the loan along with $10 million in fees in 90 days. If we don’t pay that $60 million, we will be assessed an additional $30 million in fees when the loan is due in 2017. So we are going to pay our $60 million and hopefully more in 90 days and then go from there. To be clear, the financing does not force us to do anything at 90 days.
Will you be selling FXCM?
I absolutely do not plan on selling FXCM. Like I said we will be selling non-core assets but no I don’t plan on selling FXCM. That is also why we implemented the shareholder rights plan to prevent a hostile takeover. FXCM has been independent for over 15 years and we intend to stay that way.
Are client funds safe with FXCM?
Yes. As we have said, we believe FXCM’s systems operated properly during this event. I’ll stress it here again, FXCM is not insolvent, has not filed for any form of bankruptcy, and is in compliance with all regulatory capital requirements in the jurisdictions in which it operates. The financing we received from Leucadia has strengthened our balance sheet and gives us the opportunity to grow our core business. With Leucadia, our pockets are even deeper and we aren’t going anywhere. Additionally, all of our regulated entities except the U.S. provide clients with segregated funds. All of our global client base in our regulated entities minus US clients would be protected under a bankruptcy. Our UK regulated entity through the FSCS even offers clients £50,000 per person in protection. Canada has similar insurance for retail traders of up to $1 million CAD.
What are the relationships like with your liquidity providers after this event?
Many of these relationships are long-standing relationships. The entire industry took a hit here. They understand what happened. Most everyone halted trading in EUCHF, but half of our liquidity providers kept providing prices in all other pairs the entire time. Half of the LPs did stop pricing FXCM on Friday January 16th, but most have returned. We presently only have two providers that have not yet returned, but we are optimistic that they will soon return. There is still plenty of liquidity on the platform. Most banks and other liquidity providers have been working very closely with the FXCM team.
Where do you see FXCM in six months from now?
We will be well on our way to paying down the loan and continue to grow our core franchise. FXCM still has the best platform for retail traders, we still provide the fairest and more transparent execution in the business and we have a slew of new trading indicators and applications that no one in the space is even considering offering their clients. We’ll still be here; We may just look a little different. Here are a few things we are working to get out in the next six months:
Single Share CFDs – We are going to be offering the top 200 or so most traded US, UK, French and German stocks. We are going to offer these shares on the equivalent of NDD in FX.
Improving CFD execution – Sharpening execution capabilities to match some of the benefits of our FX capabilities for Index and Energy CFDs to remove restrictions on stops and limits, allowing APIs, along with tighter spreads.
Market Depth in FX – clients will be able to see the depth of liquidity which will provide them more transparency with execution quality and allow them to make more informed trading decisions.
Real Volume indicators – clients will have a real volume ticker of all trades done on the FXCM system, which will show clients’ actual order flow; they can see directional volume, so long, short, net or total volume as well as balance on volume per instrument; and finally we have an indicator to show the ratio of real volume divided into transactions per period. These indicators will let clients compare our trading activity against other independent providers who also publish volumes like the CME, and clients will be able to compare execution.
Sentiment Index – We will be providing FXCM’s client sentiment data in real-time as a default on the platform so clients can see where the rest of the clients are.
These software updates and platform features are bringing much more transparency to the retail FX market aimed at improving the client experience in the market.
With your stock price so low, is that an indication of the health of your company?
While it is true that FXCM’s stock price dropped after the events of January 15th, we do not believe that the present stock price is indicative of the health of the company. The stock price does not impact our day to day operations as a company. With the injection of cash from the Leucadia financing, the core retail business is functioning completely as normal. We have excess regulatory capital in all our regulated entities and never had to pause trading or interrupt client’s trading experience. As we announced in our business update, daily volume on the retail side was on pace to set an all-time company record.
Why didn’t the dealing desk brokers have these types of losses?
A dealing desk broker does not have offsetting trades. If the customer is long a trade the broker is short that trade, so when the customer makes a profit on a trade the broker loses. When the customer loses on the trade then the broker is profitable.
Obviously on January 15th most clients lost money so the dealer was very profitable. Even for clients that blew through their stops and had negative balances with these firms, the dealer doesn’t have a liquidity provider that it owes money to. They can essentially act like the negative balances never happened and enjoy their profits.
What is FXCM changing with regards to their risk management systems?
The primary change we will be making is removing currency pairs from the platform that carry significant risk due to over-active manipulation by their respective government either by a floor, ceiling, peg or band. Given what happened with EUCHF the industry is now looking very hard at any potentially similar issues, especially given the increased geopolitical risks in Southern and Eastern Europe.
We will also be raising margin requirements for other pairs as well. Some of these changes will be permanent while others may change as geopolitical risks change. The pairs we are removing from the platform were not material to our volume or our revenue. Some of the currencies we are removing include DKK, SGD, HKD, PLN and CZK.
FXCM made some material changes in margin requirements for clients. Are those changes permanent or temporary in nature?
When you look at some of the changes we made to margin requirements, look at them in three different categories: 1. Some of the changes we made were required by regulators, and therefore we had to comply with these changes. 2. When you look at emerging market currencies, the banks and our liquidity providers were raising margin requirements to eliminate any potential risk of large gaps. 3. Previously liquid Western country currencies, like the DKK or CHF, which now carry risk because they are manipulated currencies, have become less liquid.
Despite what the media thinks about leverage, we know the clients like it and want more, it’s the number 1 or number 2 request our sales staff has been getting the past week. We understand the importance of this to our clients but we just need to be smart about it moving forward.
What is Black Thursday’s long-term impact on the retail foreign exchange industry? In what ways has it changed the direction the industry is going?
Banks are raising their margin requirements, too. A lot of these currencies that carry any type of geopolitical risk with them are going to lose support and liquidity. Investors always had little faith in emerging market currencies but always believed in Western countries’ currencies even if they were manipulated in some way, but that’s gone.
Switzerland is a Western country and if they can pull the shenanigans they did with their currency, what’s to say other western countries won’t do the same? The market is going to be very sceptical as they can only stand to lose; The risk is just too high now. It’s too bad really as these pairs historically had low volatility, were range-bound and were very profitable trades for clients.
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Apple Stock Robot Review 2015 - Is The Apple Bot SCAM Or LEGIT? Best Apple Stock Trading Software! Apple Bot By Gunnar Errikson Review

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Profit Genius Review 2015 - Is Profit Genius SCAM Or LEGIT? Best Binary Options Trading Software. The Truth About Profit Genius By Henry Goldman Review

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To help you trade binary options properly, it is important to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or forex, is based upon the perceived value of 2 currencies pairs to one another, and is influenced by the political stability of the country, inflation and interest rates to name a few things. Keep this in mind as you trade and find out more about binary options to maximize your learning experience.
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Binary Hijack Review 2015 - Is Binary Hijack SCAM Or LEGIT? So How Does Binary Hijack Software Work? Binary Hijack By Nick Review

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Binary Hijack Binary Options Trading Method
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China Millionaire Review 2015 - Is China Millionaire SCAM Or LEGIT? How Does China Millionaire Software Work!! China Millionaire By Jin Lee Review

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Name: China Millionaire
Niche: Binary Options.
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Exactly what is China Millionaire?
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China Millionaire Binary Options Trading Technique
Base the China Millionaire trading method. After you see it working, you can begin to execute your method with regular sized lots. This method will certainly pay off in time. Every Forex binary options trader should pick an account type that is in accordance with their needs and expectations. A larger account does not mean a larger revenue potential so it is a great idea to begin small and slowly add to your account as your returns increase based upon the trading selections you make.
Binary Options Trading
To assist you trade binary options effectively, it is necessary to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or foreign exchange, is based on the viewed value of 2 currencies pairs to one another, and is affected by the political stability of the country, inflation and interest rates among other things. Keep this in mind as you trade and discover more about binary options to optimize your learning experience and boost your trading profits.
Will this work for You?
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China Millionaire Summary
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MetaTrader5  MT5  DOM (Depth of Market) - YouTube Scalping With Market Depth - YouTube TradingView - DOM (Depth of Market) - YouTube Multicharts - Depth of Market Execution Tutorial  Optimus Futures Forex Level 2 Software Actual Depth Of Market Chart - Indicator for Metatrder 5 ... Depth of Market - cTrader - YouTube

Market Depth requires a live, funded FXCM Active Trader account on a discounted pricing model. Questions? To learn more about ATG accounts, please contact us. Available to our high-volume traders, the Market Depth indicator tells you how much liquidity is available at a given price. With SSI, you know where other traders are in the market. The Market Depth indicator goes one step further and ... depth of market trading forex free download - Forex Sentiment Market Depth Trading Indicator, Insider's Guide To Forex Trading, Free Forex Signals and Alerts Forex Trading App, and many more programs ECN forex broker offering access to institutional liquidity and professional pricing for trading accounts of all sizes. Full Level 2 Market Depth order book access. Scalpers allowed. Hedging allowed. Depth-of-Market window displays market depth, PnL, current positions as well as pending orders and provides one-click trading features. Entry and exit automation can be set up directly in the DOM window making it a unique and self-sufficient tool for manual trading (see Chart Trading Orders and Strategies).. MultiCharts DOM displays up to 10 levels of market depth. 10 levels is the limit, if ... In forex trading, depth of market (DOM) shows the levels of a particular currency that are being traded at different prices. This allows traders to understand the supply and demand, and therefore liquidity of the currency at each price point. A good depth of market means that there will be good liquidity. Where the market depth is low, or poor, there is less liquidity, and this means that a ... Depth of market is used by Forex traders in order to help them determine the best levels to enter or exit a position. Many traders utilize the depth of market data in order to make a profit by buying and selling securities or currencies at key levels where there is a cluster of orders and then hold it for a very short time before selling it for a small profit. These kinds of strategies are ... Download Forex Sentiment Market Depth Trading Indicator for Android to forex sentiment, Market depth, Trend, Strength, Trading signals.

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MetaTrader5 MT5 DOM (Depth of Market) - YouTube

Scalping with Market Depth can help identify hidden levels of support and resistance that other indicators may not find. Market Depth is a tool that is mostl... Description Download: http://www.mql5.com/en/market/product/663 The Actual depth of market chart indicator visualizes the depth of market in the form of a histogram disp... Multicharts offers DOM execution with a number or strategies. These series explores the various ways you can apply the strategies directly on the DOM without charts or trade module. Start your ... Learn how to use our software, and watch a live trade in real time, you also learn how to find a setup in real time. In this video you will learn how to use the Depth of Market function within TradingView with AMP Futures. TRADINGVIEW - Research and blogging platform for fi... English Subtitles, 日本語字幕 cTrader features 3 types of Depth of Market to suit all trading styles.

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