Machine Learning for Everybody – Full Course
freeCodeCamp.org
Machine learning for absolute beginners, with the code in Google Colab. Each algorithm gets an explanation and then an implementation, and the later sections build neural networks with TensorFlow. Google provided a grant to make the course.
What you'll learn
- Features, classification and regression
- Preparing data for training
- K-nearest neighbors, naive Bayes, logistic regression and SVMs
- Building neural networks with TensorFlow
- K-means clustering and principal component analysis
