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...
What’s the difference between your courses and your consulting service?
This article is part of a series on common beginner questions. It is related to another article on how to use the Q&A, but this covers the...
Coding Interview Questions – Bioinformatics Rosalind.info – Finding a motif in DNA (Episode 18)
Hello all! In this video, we're going to do another coding interview question where I walk you through the process of: -...
Reinforcement Learning Algorithms: Expected SARSA
In this post, we'll extend our toolset for Reinforcement Learning by considering a new temporal difference (TD) method called Expected...
Monte Carlo with Importance Sampling for Reinforcement Learning
In this post, we'll extend our toolset for Reinforcement Learning by considering the Monte Carlo method with importance sampling. In my...
LeetCode in Machine Learning and Data Science (Episode 17)
Just the other day, I came across a forum post discussing why job interviews for ML engineers and data scientists often...
Why bad programmers always need the latest version
Hello all! Today, I've got 2 exciting things for you. First, now is your chance to VOTE to tell me what you want to see in my next course....
How do VIP courses work?
In this article, I will explain how VIP courses work. Note that how they work has changed slightly over the years. I will try to cover all...
Tensorflow 2 One Year Later: What do I think now? (+PyTorch, JAX, Julia)
In the latest episode of the Lazy Programmer Show, I give you my honest opinion of Tensorflow 2, one year later after creating the leading...