How to Speak by Patrick Winston
Making a post on this for posterity. A student sent this to me the other day and I thought it was great. Wish I had seen this when I was a grad...
Become a Millionaire by Taking my Financial Engineering Course
I just got an excellent question today about my Financial Engineering course, which allowed me to put into words many thoughts and ideas I'd been...
Machine Learning in Finance by Dixon, Halperin, Bilokon – A Critique
Check out the video version of this post on YouTube: In this post, I'm going to write about one of my all-time favorite subjects:...
Using Granger Causality to Determine Whether Twitter Sentiment Predicts Bitcoin Price Movement
In this article, we are again going to combine my current favorite subjects: natural language processing, time series analysis, and financial...
FREE Exercise: Predict Stocks with News, + Other ML News
TL;DR: this is an article about how to predict stocks using the news. In this article, we are going to do an exercise involving my 2 current...
[NEW COURSE] Machine Learning: Natural Language Processing in Python (V2)
VIP Promotion Machine Learning: Natural Language Processing in Python (V2) ===The Complete Natural Language Processing Course Has...
List of Hugging Face Pipelines for NLP
Here is a list of Hugging Face Pipelines for NLP. For some reason these are difficult to find on Hugging Face's own documentation, so I am listing...
🎄 BLACK FRIDAY 2021 COUPONS AND DEALS
Hello friends! The Black Friday 2021 sale is on! I'm sending you links now which will give you the maximum possible discount during...
Mistakes in Stock Prediction: Trying to Predict the Price
Hello friends! Curious about how to properly predict stock prices? I've now released the third video in this YouTube mini-series. For...
Intel Extension for Scikit-Learn
Hello friends! Today, Intel announced their extension for Scikit-Learn, which allows you to accelerate your Scikit-Learn code 10-100x...
Why you shouldn’t use prices as inputs to predict stock prices in machine learning (YouTube Episode 20)
Ever come across a machine learning / data science blog demonstrating how to predict stock prices using an autoregressive model, with past stock...
Convert a Time Series Into an Image with Gramian Angular Fields and Markov Transition Fields
In my latest course (Time Series Analysis), I made subtle hints in the section on Convolutional Neural Networks that instead of using 1-D...
Should you study the theory behind machine learning?
In this post, I want to discuss why you should not study the theory behind machine learning. This may surprise some of you, since my courses...
Predicting Stock Prices with Facebook Prophet
Prophet is Facebook's library for time series forecasting. It is mainly geared towards business datasets (e.g. predicting adspend or CPU usage), but...
Why do you need math for machine learning and deep learning?
In this article, I will demonstrate why math is necessary for machine learning, data science, deep learning, and AI. Most of my students have...
Time Series: How to convert AR(p) to VAR(1) and VAR(p) to VAR(1)
This is a very condensed post, mainly just so I could write down the equations I need for my Time Series Analysis course. ;) However, it you find...