This repository contains all projects & assignments associated with the completion of the Machine Learning Specialization offered by Stanford and DeepLearning.AI.
For more information about the specialization, visit the Coursera course page.
- Course 1: Supervised Machine Learning: Regression and Classification
- Project 1: Linear Regression
- Project 2: Logistic Regression
- Course 2: Advanced Learning Algorithms
- Project 1: Handwritten Digit Recognition (0 and 1)
- Project 2: Handwritten Digit Recognition (0-9)
- Project 3: Evaluating & Improving Machine Learning Models
- Project 4: Implementing Decision Trees
- Course 3: Unsupervised Learning, Recommenders, Reinforcement Learning
- Project 1: K-Means Clustering
- Project 2: Recommender System Using Collaborative Filtering
- Project 3: Recommender System Using Neural Networks
- Project 4: Lunar Lander: Q-Learning & Reinforcement Systems
- Clone the repository:
git clone https://github.com/BrendanCook44/Machine-Learning-Specialization