Fundamentals & Tutorials

Topics in this section

AI for medicine, data visualization, deep learning, data science, ggplot, healthcare, MATLAB, Python, PyTorch, R, SAS, SQL, TensorFlow/Keras, family medicine

Machine Learning Fundamentals

Deep Learning Specialization
Course provided by Andrew Ng (Stanford University)

Data Science: Statistics and Machine Learning Specialization
Course provided by Johns Hopkins University

AI for Medicine Specialization
Course provided by DeepLearning.AI (Stanford University)

AI in Healthcare Specialization
Course provided by DeepLearning.AI (Stanford University)

Coding Tutorials    

R Tutorial For Beginners
Beginner's tutorial for R

ggplot Tutorial
Data visualization for R

Python Tutorial
Beginner's tutorial for Python

Get Started with MATLAB
Beginner's tutorial for MATLAB

SQL Tutorial    
Beginner's tutorial for SQL

SAS Tutorial
Beginner's tutorial for SAS

Introduction to Programming for Genetic Data Analysis 
Undergraduate science student introduction to analyzing biological data using computer programming

PyTorch Tutorial
Beginner's tutorial for PyTorch

TensorFlow/Keras Tutorial    
Beginner's tutorial for TensorFlow/Keras

Online courses

Artificial Intelligence for Family Medicine e-Course
Online course by the College of Family Physicians of Canada