Fundamentals of AI & Machine Learning

Course to learn the fundamentals of artificial intelligence and the main concepts of machine learning.

https://br.udacity.com/course/fundamentos-machine-learning--nd109

What I'm Learning?

1. Machine Learning

• Decision Trees
• Naive Bayes
• Gradient Descent
• Linear Regression
• Logistic Regression
• Support Vector Machines
• Neural Networks
• Kernel Method
• K-means Clustering
• Hierarchical Clustering

2. Introduction to Python

• Data Types and Operators
• Control Flow
• Functions
• Scripting
• NumPy, Pandas, Matplotlib