Below I've curated a list of online courses I've used to learn more about data science and machine learning.
Udacity
Coursera
- Machine Learning Course by Stanford University
- Deep Learning Specialization by deeplearning.ai
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
- Structuring Machine Learning Projects
- Convolutional Neural Networks
- Sequence Models
- Machine Learning with TensorFlow on Google Cloud Platform Specialization
- How Google does Machine Learning
- Launching into Machine Learning
- Intro to TensorFlow
- Feature Engineering
- Art and Science of Machine Learning
- Architecting with Google Kubernetes Engine
- Google Cloud Platform Fundamentals: Core Infrastructure
- Architecting with Google Kubernetes Engine: Foundations
- Architecting with Google Kubernetes Engine: Workloads
- Architecting with Google Kubernetes Engine: Production
Fast AI
University courses
- Stanford CS229: Machine Learning
- Stanford CS231n: Convolutional Neural Networks for Visual Recognition
- MIT 6.034: Artificial Intelligence
- UCL Advanced Topics 2015 (COMPM050/COMPGI13): Reinforcement Learning
Industry-led courses
- Full Stack Deep Learning
Other interesting courses
Courses I've found useful but have not rigorously completed.