Tag Archives: Machine Learning

Machine learning guide with tensorflow 2 for the newbie crypto trader

 

I talk about which machine learning framework to start learning with. One article below shows the lead both Keras and Tensor flow have over others including PyTorche. As TensorFlow 2 merges both Keras and version 1  together, it should put the framework light years ahead of everything else.

 

https://www.netguru.com/blog/deep-learning-frameworks-comparison

https://towardsdatascience.com/deep-learning-framework-power-scores-2018-23607ddf297a

No mention of version 2 in these articles

https://github.com/tensorflow/tensorflow

Tensor Flow 2 is out according to this video

 

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!

Machine learning me and math in data science

I don’t know what to say about this stupid Gilette ad that came out about a month ago. Who cares? The meme community has been busy including the data science community. See the image below.

It makes you wonder how silly you must be to think you can be you could do real’ data science’ or ‘machine learning’ without understanding the underlying math. You would be surprised how many really are out there who think this way.

 

I just wanted to let you know that my next to do will be setting up the track record section on QuantLabs.net. This will be a big deal to showcase the power of this cypto currency strategy. It also shows it takes confident to shows it results daily. Many other trading ‘gurus’ are not equipped to do that since they market but less trade sucessfully. If they did, we would see their track record front and center on their websites. I will let you know when this gets posted.

 

Python Algo Trading Infrastructure with Crypto Currency

As said, I am now taking crypto currency payments for future services. I just find it much more convenient with less third party snooping and transaction fees. As an extra incentive, I will offer steep discounts for this type of payment. It also helps fund my Binance account for better crypto currency trading.

Just remember as this Python Infrastructure Building Block course live component comes to an end, I will jacking up the price… a lot! As said though, I will keep the crypto currency prices current. Smart huh ?

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!

Use different machine learning algorithms: a simple guide

As machine learning is now taking over the world, I will be starting to jump aboard in a few weeks. In the meantime, I have been consuming as many helpful articles as possible. As this article was received well, it has some interesting topics that would be helpful to an automated trading operating. Here are some excerpts:

This guide is meant to hone your first instincts and help you remember what models might be the most effective for each problem, and which would be impractical to use.

This article seems to cover all machine learning methodologies. You may want to check it out

https://medium.freecodecamp.org/when-to-use-different-machine-learning-algorithms-a-simple-guide-ba615b19fb3b

Realtime charting leads to best possible webinar

As part of my LIVE Python Infrastructure Building Blocks course, I presented the charting portion of Chart Director. As in the past few months, I promised to reveal the source for live charting which I did last night. I did even a code analysis. Where it got interesting is I took various technical indicators to add to the chart. We came away with some interesting concepts. In fact, I think you easily create another range of trading bots just from this one Python script alone. It is that good! The video is 90 minutes line. Also, I find there were so many gold nuggets revealed, I could easily charge well into the thousands for this access. I may just do that.

In the meantime, if you take your algo trading bot seriously, You may want to jump on this course as we are coming in to the last 2 weeks of the live component. The current price is $250 but as said, it may go up after that!!

 

Get access to this course here

 

Python Algo Trading Infrastructure with Crypto Currency

 

 

Lastly, I want to mention this new video I added yesterday:

You can now opt in or opt out for this signal service based on the asset class of your interest. Emails of each asset class are sent out every 6 hours. Note that this is part of Analytics service

See it below.

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!

Learning Math For Machine Learning And Artificial Intelligence Programming

After the author of this article stated about machine learning:

I’ve found that many online courses say you don’t need much mathematics fundamentals to be a programmer, but inevitably, even in beginner courses, the underlying math was important to understand what was going on.

He turned to Khan Academy and a tutorial service call Yup. I can say the same when you start your journey on machine learning.

Here is the article I mention here

https://www.forbes.com/sites/gregoryferenstein/2019/01/28/learning-math-for-machine-learning-and-artificial-intelligence-programming/#6baa6e722fa2

A great Quora response for a similar question:

As a wall street quant, how deep do you understand the mathematics behind quantitative finance?

One thing that happens in Wall Street is “argument by mathematical intimidation.” So someone hands you 20 pages of greek formulas, and you have to understand the math well enough to go through those 20 pages, and say “this is crap” and explain to an MBA with no math ability why those equations are garbage.

https://www.quora.com/As-a-wall-street-quant-how-deep-do-you-understand-the-mathematics-behind-quantitative-finance/answer/Joseph-Wang-9

Which way do you go? Is the underlying math all that critical to understand machine learning? Let me know.

Also, 2019 will be the turning point year with my most recent trading signal announcement:

Wow Bryan,

Absolutely, amazing!

Brilliant package. I am telling all my friends about Quantlabs..

Just waiting to save cash after the dental.

This is THE year!

Get my response to this sort of comment:

https://quantlabs.net/blog/2019/01/2019-year-cryptocurrency-new-real-time-signal/

I am now thinking of keeping these real time signal up for my highly successful crypto currency trading up for a few days. Get the details and offer here:

https://quantlabs.net/academy/get-signals-here/

This will be permanently removed in coming days!

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!

machine learning algo trading plans for 2019

I cover all popular machine learning frameworks are going mainstream. I am anticipating that Tensor Flow will be the dominant player because of Google. We also talk about the future vision of integrating Redis and Motive Wave trading platform as well. Other programming languages other Python were covered including C++ and Java

These plans will make 2019 very exciting

Here is some free resources

https://developers.google.com/machine-learning/crash-course/ml-intro

https://aws.amazon.com/free/machine-learning/

https://www.coursera.org/learn/machine-learning

Here is a Facebook Live I did

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!

2019 plan for machine learning and algo trading jan 2 2019

This is for tonight on jan 2 2019 at 7 PM EDT. I will be collecting resources for Tensor Flow and AWS learning. I got a big pile form the new chat from other contributors.

Go here for live at 7 PM EDT on Jan 2 2019

https://www.facebook.com/quantlabsnet/

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!

Live on Facebook Page: Welcome to 2019 and machine learning is new years resolution

 

 

Machine learning is going to be on the agenda for this year so keep your eyes peeled on the Facebook page quantlabsnet and this Youtube channel of quantlabs

Event is at this Facebook page below

LIVE EVENT HERE

https://www.facebook.com/quantlabsnet

 

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!

Deep learning algorithmic trading? Machine learning?

As I am wanting to learn about machine learning in early 2019, I want to know a few things about your attack on it.

1. What programming language and framework are you using or learning? e.g. R vs Python, TensorFlow 1 or 2, PyTorch, SciKitLearn, etc

2. What resources are you using? e.g. which course or book

3. Which machine learning methodologies are you using? Deep learning, CNN, Neurel Net, Other Like? Why you are using this technique?

4. Have you got something implemented or using yet? If so, how are the results?

Please let me know so I can hopefully mimic your success.
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!

5 Free R Programming Courses for Data Scientists and machine learning Programmers

I am quite surprised R is being promoted as a language ofr machine learning and data research. According to the latest Tiobe Programming Language Index, R is placed at 15 while other popular programming languages are in the top 10. The most notable is MATLAB where you would think it would wither to die. MATLAB has a lot of relevance still but this free R course might be of interested to you.

Here are some of the article highlights:

R burst into the scene with its powerful support for stats (linear and nonlinear modeling, classical statistical tests, time-series analysis, classification, clustering, …) and graphical techniques, but in recent year, it has gained a lot of popularity among Data Scientist and Data minors.

Along with Python, R is the second most popular language to learn the new world of Data Science, Machine Learning, Deep Learning, and Artificial intelligence.

https://hackernoon.com/5-free-r-programming-courses-for-data-scientists-and-ml-programmers-5732cb9e10

https://www.tiobe.com/tiobe-index/

Always remember I have this legacy course available for anyone interested

Buy all of our R courses

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Facebook PyTorch 1 release Python machine learning with native code

Facebook will be pushing out a new version of PyTorch It seems to be the second most popular machine learning framework out there. It include Python machine learning native code.

Torch Script works one of two ways. New code can be written using the Torch Script language, which by design can compile readily to native code. It’s also possible to take existing Python code, decorate it with the @torch.jit.trace decorator, and have it just-in-time compiled to native code. However, this is not as effective as using Torch Script….

Another commonly used package, Cython, allows Python to be turned incrementally into C by way of custom syntax declarations. Cython can work with the whole range of Python and C types alike, as well as all of Python’s syntax, but Torch Script is restricted to operations on PyTorch tensors, integers, and floating-point numbers. And Torch Script can’t use constructions like exceptions.

Maybe I should I just stick with Tensor Flow 2 coming out in Dec or Jan? It seems to be gaining more popularity vs PyTorch. It should be just as easy to work with for us newbies.

I question the future

I would also like to predict this PyTorch scripting language may be tough to see in the long term. That is is of course with ‘let’s abandon everything’ Microsoft hat on.

https://www.infoworld.com/article/3310201/python/pytorch-10-accelerates-python-machine-learning-with-native-code.html

Facebook accelerates AI development with new partners and production capabilities for PyTorch 1.0

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