Projects completed by me during Machine Learning Nanodegree program at Udacity
###CourseWork
Model Evaluation and Validation
- Statistical Analysis
- Data Modelling
- Evaluation & Validation
- Managing Error & Complexity
Supervised Learning
- Supervised Learning Tasks
- Decision Trees
- Artificial Neural Networks
- Support Vector Machines
- Nonparametric Models
- Bayesian Methods
- Ensemble of Learners
Unsupervised Learning
- Clustering
- Feature Engineering
- Dimensionality Reduction
Reinforcement Learning
- Reinforcement Learning
- Game Theory