We'll start by describing what machine learning is, and introduce a simple learning algorithm: linear regression + gradient descent. Using this algorithm, we'll introduce the core concepts in machine learning: model parameters, cost function, optimization method, and overfitting and regularization.
- Introduction to Machine Learning
- Supervised Learning Algorithms (Simple)
- Supervised Learning Algorithms (Intermediate)
- Deep Learning
- Unsupervised Learning Algorithms
- Ensemble Learning
Start this course