Learn by doing course projects
- Programming Questions for Algorithms: Design and Analysis, Part 1
- Exercises and Programming Assignments for Algorithms, Part I
- Programming Assignment for Web Application Architectures
- Demo Projects for Programming with UDP sockets
- Programming Exercises for Machine Learning
- Homework for Machine Learning Foundations - Mathematical Foundations
- Lab for Machine Learning with Python
- Lab for Specialized Models: Time Series and Survival Analysis
- Lab and Assignment for Linear Algebra for Machine Learning and Data Science
- Lab and Assignment for Calculus for Machine Learning and Data Science
- Lab and Assignment for Probability & Statistics for Machine Learning & Data Science
- Lab and Assignment for Mathematics for Machine Learning: Linear Algebra
- Lab and Assignment for Mathematics for Machine Learning: Multivariate Calculus
- Lab and Assignment for Mathematics for Machine Learning: PCA
- Python Labs for Understanding and Visualizing Data with Python
- Python Labs for Inferential Statistical Analysis with Python
- Python Labs for Fitting Statistical Models to Data with Python
- Lab and Assignment for Supervised Machine Learning: Regression and Classification
- Lab and Assignment for Advanced Learning Algorithms
- Lab and Assignment for Unsupervised Learning, Recommenders, Reinforcement Learning