Tutorial - Daniel Bourke

How to Setup Apple Silicon Mac for Machine Learning with PyTorch

Prepare your M1, M1 Pro, M1 Max, M1 Ultra for data science and machine learning with accelerated PyTorch for Mac.

man looking at two computer screens with hand on keyboard, focus is on the left screen

How to Learn Data Science on Coursera in 2022 (beginner-friendly)

A guide creating your own curriculum using Notion to learn Python programming, data science and machine learning on Coursera in 2022.

person typing on Apple MacBook Pro 14-inch with M1 Pro chip

Machine Learning

How to Setup TensorFlow on Apple M1 Pro and M1 Max (works for M1 too)

Setup a TensorFlow environment on Apple's M1 chips. We'll get TensorFlow to use the M1 GPU as well as install common data science and machine learning libraries using Conda.

Machine Learning

CS329s Machine Learning Deployment Tutorial

If you're smart enough to build machine learning models, you're smart enough to deploy them.

Machine Learning

Introducing the 2020 Machine Learning Roadmap (still valid for 2021)

Note: If you're coming to this post in 2021 and thinking, "hmm, I wonder if this is still valid?", it is! The main concepts in the video/roadmap are still valid however you may notice some website changes to sites listed throughout (e.g. they've had a design change). If

Tutorial

Python List Comprehensions in 5-minutes

A visual introduction to those tricky Pythonic one-liners.

Learning

An In-depth Review of the Learning How to Learn Course on Coursera

If you plan on learning anything new, don't start until you've learned how to learn.

Tutorial

A Gentle Introduction to Exploratory Data Analysis

Includes: pretty drawings, a walkthrough Kaggle example and many a challenge.