Tag Archives: Machine Learning

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

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!

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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Where did the least-square come from? Good for machine learning?

Where did the least-square come from?

Math is key sometimes to math. Guess what? I find the simpler, the better. If you know your difference between an simple moving average or a weighted average, you should be ok. You don’t need the complicated math as far as I can see. The complicated quant can be important for processes like machine learning, it can take you much longer to find the result.

Check out this article

https://towardsdatascience.com/where-did-the-least-square-come-from-3f1abc7f7caf

 

Use market data different from your broker or mt4 or tradingview

I got this question via Facebook Messenger:

Hi Bryan, I have read https://www.youtube.com/watch?v=A07CBHXq75A I was wondering, are there any codes on github where one could execute an indicator from MT4 or Tradingview via Java, or instead of executing orders, receiving buy sell signals via sms from an MT4 or tradingview indicator, via java, on an sms? How would you construct such indicator?

My answer is in the video but in a nutshell: always use the market data of where you trade or submit orders.

Everything described is in this future.

Also, in this video I addressed the changing situation of brokers due to their Python API support. One example is how Dukascopy seems to become irrelevant since more people want machine learning in their trading. It seems they seek Python for this. You can find all these answers towards the end of the video.

 

I teach this in my Python course

https://quantlabs.net/academy/new-course-building-python-algo-trading-system-with-bitcoin-an-crypto-currency-focus/

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!

Intro to C++ Programming – For beginners to help machine learning

 

This programming language is the fastest out there which is used widely in the banking and algo trading fields. It is also quite popular in speeding up machine learning techniques.

https://www.techworm.net/programming/introduction-c-plus-plus-programming/amp/

Java is not the way for algo trading and machine learning

if you are into Java and machine learning, you might want to hear what Saraj Raval who does a popular Youtube channel, he says that Java is an old language which he dislikes. He also compares it to when you learn first programming languages in your computer science class. I sort of agree considering where we are in the industry.

As an example, you could look the Alexa.com stats for Dkkascopy which has dropped from 30k to 45k roughly over the last year. Why the drop? I believe it is because the only API available for DUkascopy is Java with JForex. They may want to add Python at some point.

Speaking of Dukascopy and Python, you could check out Oanda’s ranking which is at 3.9k roughly since they added Python a few years ago. Also, they are much more popular than Interactive Brokers (12.2 ranking on Alexa) which has an added wonky Python support but still have C++ support as well.

C++ is the future vs Java for sure when it comes to machine learning and algo trading.

Introduction to Quant Elite Membership

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 Python over R for algo trading and machine learning

 

Why #Python over R for #algo #trading and #machinelearning. I explain in it in this video
 
 
 
hi bryan, pls can you guide me here: can i purchase an algo from you and pay for guidance on configuring it or purchase the config? whilst at the same time doing the R-course? i already know tech analysis – keen to get automated – been trading for a while know..
 
I got a Youtube comment from the video below
 
Links can be found here
 
Python courses
 
https://quantlabs.net/academy/new-course-building-python-algo-trading-system-with-bitcoin-an-crypto-currency-focus/
 
 
 
R Courses
 
https://quantlabs.net/academy/buy-all-of-our-r-courses/
 
For those not able to program or advance program this service is for your from my trading signals when it comes to crypto currency trading (Soon Forex and CFD)
 
 
 
https://quantlabs.net/academy/quant-analytics/
 
Why Python over R found on Quora
 
https://www.quora.com/Is-there-any-point-in-learning-R-if-you-already-use-Python-for-data-science
 
The comment above was in this video
 
https://www.youtube.com/watch?v=f6OP6ZtN3jw&lc=z22ww1nbpvmwczgqh04t1aokgvnmi05000tba32e12tsrk0h00410
 
or the video version
 
https://www.youtube.com/watch?v=o29JkoKVBAA&t=992s
 
https://quantlabs.net/blog/2018/09/python-r-algo-trading-machine-learning/
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!

Google says machine learning AI reduce data center energy consumption by 30%

 

\Another claim of fame. This is good for mankind but there are the other nefarious. I just talked to a content editor of a large book publisher who told me most banking/hedge fund managers are not real believers in machine learning stuff for the company. They will however put together small teams to research to appease their clients who expect them to explore these topics. This is the result of a hyped industry. Also, remember these same managers are the ones who are ultimately signing the paychecks of these researchers.

Anyhow, this is the general concept until some team comes up with an entire approach to machine learning working for the automated space. As you know many of us can be wrong. I made some videos on this below.

 

Don’t forget this Monday Aug 27, I will be doing my webinar on this topic. I just been asked to ass Easy Language for Tradestation as well.

 

How to convert forex mt4 to python programming webinar

 

Gold Price Prediction Using Python Machine Learning

 

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!

An Absolute Guide to Take Off in Machine Learning

Absolute Guide to Take Off in Machine Learning

I am winding down the LIMITED number of slots I will allow to get the current rate of my Python Algo Infrastructure Trading.

It is currently listed at $247 but may double going into EARLY next week.
Some have asked me about the content I will be adding to this:

Crypto currency additions learned lately including funding wallets and exchanges

Confirming your automated market or limit order

Confirming your Oanda connection for both Forex and CFD
trading (will work USA residents!)

 

Get on this NOW!  

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Absolute Guide to Take Off in Machine Learning

Here is another article I read along live on Facebook. Check it out here:

https://blog.goodaudience.com/an-absolute-guide-to-take-off-in-machine-learning-27ed3c330397

I find it quite interesting how there all these different terminologies and definitions of maybe the same thing in other areas like Math. This article clearly explains how Python is the dominant language if you want to use Machine Learning especially if you want to learn the libraries commonly used. I plant to use both Tensorflow as well as the usual ones you see me tinker around with.

Machine learning which does lead into deep nets as well as artificial intelligence which gets even more complicated. I will need to beef up my math skills from the many source I used including Khan Academy.Let me know what you think about articles like this. Do you find they are helpful your journey into the new definition of what quant is becoming. I also do know many high frequency trading shops have gotten well underway with machine learning. What do you know?

Read Now
I just detailed how the Automated Watchlist and Positions Manager will be working which will become the nerve center of this entire Algo Trading System. It will work for both crypto currency and forex. The way I see, there is a lot more to make from Crypto at this point!!
Watch 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!

Absolute Guide to Take Off in Machine Learning

Absolute Guide to Take Off in Machine Learning

Here is another article I read along live on Facebook. Check it out here:

https://blog.goodaudience.com/an-absolute-guide-to-take-off-in-machine-learning-27ed3c330397

I find it quite interesting how there all these different terminologies and definitions of maybe the same thing in other areas like Math. This article clearly explains how Python is the dominant language if you want to use Machine Learning especially if you want to learn the libraries commonly used. I plant to use both Tensorflow as well as the usual ones you see me tinker around with.

Machine learning which does lead into deep nets as well as artificial intelligence which gets even more complicated. I will need to beef up my math skills from the many source I used including Khan Academy.

Let me know what you think about articles like this. Do you find they are helpful your journey into the new definition of what quant is becoming. I also do know many high frequency trading shops have gotten well underway with machine learning. What do you know?

If you want to jumpstart your Python with algo trading, try this

New course!! Building Python algo trading system with Bitcoin an crypto currency focus

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 framework for Algo trading on Energy markets

I went through an article which focuses on a framework for an algo trading system based on machine learning. This also focuses on the energy market. You may find this article overwhelming but it does cover all the steps involved for a compete machine learning system. I already found some applications which will be helpful for my ranking of crypto currency pairs for each trading session. Note below my webinar for Tues on ‘How I funded bitcoin and automated trades’

Note I am experimenting using both Facebook and Instagram for video delivery. I must I am happier than with the results I am seeing.

Please visit here to view

https://quantlabs.net/blog/2018/07/autograph-converts-python-tensorflow-graphs-ml-model-add-view-article-within-video/

If you want to follow my video on my Facebook page, just become a follower by going to

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

We got already over 1200. I will be doing more improptu Facebook LIVE where you will be notified of when this happens.

Also, I have scheduled an online event for this Tuesday

Webinar: How I funded Bitcoin and automated trades with Binance

 

 

How I funded Bitcoin and automated trades with Binance. I explain the entire steps involved and different options available

 

 

Description

I will go through these steps as explained at

How I deposited cash into Bitcoin into Binance with an ATM and cash

https://quantlabs.net/blog/2018/07/how-i-deposited-cash-into-bitcoin-into-binance-with-an-atm-and-cash/

Send order to Binance exchange with Python CCXT package

https://quantlabs.net/blog/2018/07/unknown-error-send-order-to-binance-exchange-with-python-ccxt-package/

 

Time

Jul 24, 2018 7:00 PM Eastern Time (US and Canada)

 

Login details

 

Hi there,

You are invited to a Zoom webinar.
When: Jul 24, 2018 7:00 PM Eastern Time (US and Canada)
Topic: How I funded Bitcoin and automated trades with Binance

Please click the link below to join the webinar:
https://zoom.us/j/824670655

Or iPhone one-tap :
US: +16699006833,,824670655# or +16465588656,,824670655#
Or Telephone:
Dial(for higher quality, dial a number based on your current location):
US: +1 669 900 6833 or +1 646 558 8656
Webinar ID: 824 670 655
International numbers available: https://zoom.us/u/PVmSqBuI

You bet that this new automated trading with Binance will be part of Analytics service.

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 framework for Algorithmic trading on Energy markets

Machine Learning framework for Algorithmic trading on Energy markets

I add my view of this article within 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!