Free Videos

New here? To get a sense of my teaching style and in-depth content, please enjoy these free videos from my YouTube channel. You are also encouraged to check out my free course also (see the Catalog for details).

Predicting Stock Prices with LSTMs: One Mistake Everyone Makes

Probability that Elon Musk has COVID-19

Tensorflow 2 One Year Later (plus PyTorch, JAX, and Julia)

Build Your Own Computer Science Degree for Machine Learning and Artificial Intelligence

Pitfalls for Web, Mobile, and Backend Developers getting into Machine Learning and AI

The Monty Hall Probability Problem (Bayes' Rule)

Who should learn backpropagation for deep learning in 2020 and beyond?

Data Science Interview Questions: Deep Learning Numerically Stable Cross-Entropy

Machine Learning: Train vs. Validation vs. Test Sets

Install NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer (CUDA / CuDNN)

What Level of Probability for Machine Learning?

Data Science Interview Question: Stock Price Prediction and Random Walk Hypothesis

Data Science Interview Questions: Sum of Residuals

Differences Between Tensorflow 1.x and Tensorflow 2.0

How to get Tensorflow 2.0 in Google Colab

Intro to Google Colab, free GPU and TPU for Deep Learning

Stock Price Analysis and Parts-of-Speech Tagging with Hidden Markov Models (HMMs)

The 3 Problems of a Hidden Markov Model (HMM)

When should I use Support Vector Machines (SVM)?

What is Computer Vision? Guide to learning path for how to master Computer Vision with Deep Learning

Deep Learning: Class Activation Maps Theory