Tag Archives: stock market

Google TensorFlow short term stock market prediction machine learning

Google TensorFlow short term stock prediction machine learning
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Description from this online tutorial from KDNuggets.com

In this post you will see an application of Convolutional Neural Networks to stock market prediction, using a combination of stock prices with sentiment analysis.

Check out this link

 

https://quantlabs.net/blog/2017/12/google-tensorflow-short-term-stock-prediction-machine-learning/

 

Or watch this video
In this post you will see an application of Convolutional Neural Networks to stock market
Are you wanting to get more of my daily podcast episodes? I find it the most popular way to deliver stories?

 

Join here

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Lastly, as I have redesigned my website, I posted a long form mission letter here

 

http://quantlabs.net

 

It is a lot more popular than I ever thought.

Let me know what you think

Thanks for reading,

 

Bryan
NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Stock market prediction with Machine Learning

Stock market prediction with Machine Learning

Best place to learn machine learning online

Description:

Can we predict the price of Microsoft stock using Machine Learning? We’ll train the Random Forest, Linear Regression, and Perceptron models on many years of historical price data as well as sentiment from news headlines to find out!

 

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Mystery trader made $21 million from Thursday’s stock market meltdown

 

Mystery trader made $21 million from Thursday’s stock market meltdown

Wow! Thur has the highest volume of VIX trades

http://www.businessinsider.com/vix-volatility-mystery-trader-50-cent-made-21-million-from-stock-market-meltdown-2017-8

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Stock market’s biggest risk is a flash crash says Flash Boy

Stock market’s biggest risk is a flash crash says Flash Boy

Remember that HFT book from that film maker about HFT

http://www.marketwatch.com/story/heres-what-flash-boys-hero-katsuyama-sees-as-the-biggest-risk-in-the-stock-market-2017-07-24

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

How HFT has changed the stock market

How HFT has changed the stock market

Excellent reasons for where things are right now according to CREDIT SUISSE

http://www.businessinsider.com/how-high-frequency-trading-has-changed-the-stock-market-2017-3

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Why machine learning cannot learn the stock market

Why machine learning cannot learn the stock market

Has Machine Learning failed the hedge fund industry?

Anthony Ledford and his colleagues at Man AHL spent three painstaking years building a machine-learning model to do something mere mortals often can’t: find fresh ideas in an avalanche of data.

To read the entire article, go to http://bloom.bg/2fEJIsy

 

“When people talk about machine learning, I suppose it’s 65 percent a marketing gimmick and 35 percent substance. But that 35 percent can be very good.”

Join my FREE newsletter to learn more about how I plan to use machine learning for automated trading the right way

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Predict Stock Market Behavior with Markov Chains and R Video

Predict Stock Market Behavior with Markov Chains and R Video

We apply Markov Chains to map and understand stock-market behavior using the R programming language.

Thanks to Sholom B for identifying this

Join my FREE newsletter to learn more about R for automated trading

 

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Quantopian Pro Quant Stock Market Workflow

Quantopian Pro Quant Equity Workflow

This became an extremely popular Quantopian posting on my Facebook group. Here is the highlight what was posted:

Jonathan Larkin, Chief Investment Officer at Quantopian In my previous post, I laid out a philosophical foundation for producing high Sharpe ratio1 quantitative investment strategies. Today I’ll add substance to that philosophy by giving you a detailed tour of the investment process for a popular and deep area of the quantitative investment world: cross-sectional equity …

 

Check out the full details here

https://quantlabs.net/blog/2016/09/quantopian-pro-quant-equity-workflow/

 

Also, tonight is another introduction to this Algo Trading Course Series with learning Futures/Options. I will be focusing on the following topic:

 

I resume my ‘Phase 2’ of my Algo Trading Course Series I started in March. After completing the “Infrastructure Building Blocks” and “Equity Arbitrage/Pair Trading”, it is time to focus on learning both futures and options trading. Get more details here:
https://quantlabs.net/blog/python-algo-course-series-for-your-indie-automated-trading-business/

 

This new Phase that will be taught is a 24-week section which covers many fundamental aspects of these asset classes. We will focus on examples as we mirror my favorite UC Davis course that focuses on fundamental analysis. I also provide both C++ and Python coding samples throughout this course. The main idea of these presentations is to learn further on these topics outside of the course material. A couple of notes: I will not be teaching content live anymore after this as I move into an analytics service in a few months.

You also need to be a Quant Elite member to attend this. Signup here:

http://quantlabs.net/mkt/quant-elite/

This will be the first nitty gitty introduction!

Thanks Bryan

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Will Google predict the stock market?

 

Can Google predict the stock market?

Can Google really predict the markets? Can they beat them? I think so since they own the world many times over. They say machine learning has conquered all application except capital markets. So do remember that these systems are basically designed by a human with trading rules and logic in mind.

 

Check out this video on the claim of Google beating the markets

 

This video just focuses on sentiment analysis with trading volume. It is no different than using Twitter with what people say on a company or product. How genius?

 

Just remember your trading needs to be focused on fundamental analysis since the markets worked that way for decades before electronic trading came along. People with fancy degrees seem to forget that.

 

This Monday I will be going over how to analyze the most critical factors of futures trading with financial instruments. This includes Treasury, Eurodollar, and Yen future example. This is important to understand how they change at the unit level as well as understanding how they impact market direction. If you don’t get this, you might as well pack up your toys and go home. You will not fully understand the critical underlying elements of how ALL major global markets work. It is NOT about following little pretty charts called technical analysis from historical data

I will provide this LIVE lesson only the one time but you do need to watch the required video to understand this discussion. You will not want to miss it!! As a result, you need to get signed up as soon as possible.

 

Here are the regular pricing options you can choose from:

 

MONTHLY: $97/MONTH: Click here

 

SEMI-ANNUAL + 3 BONUS MONTHS ($300 savings): Click here

 

Grab 3 free months worth $300 with a semi-annual membership today.

 

ANNUAL + 12 BONUS MONTHS ($1,200 savings): Click here

 

This is a great chance to get 12 free months right now. Take an annual membership and save up to $1,200.

 

If you have any questions or comments about any of this, just email me and I’ll get back to you ASAP.

Thanks for reading
Bryan

 

 

 

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!