LAB 1: Python for Machine Learning

27 fevereiro 2019, 16:30 • Eugénio Ribeiro

Introduction to the Python libraries that will be used in the course.

LAB 1: Python for Machine Learning

27 fevereiro 2019, 15:00 • Eugénio Ribeiro

Introduction to the Python libraries that will be used in the course.

LAB: Python For Machine Learning

26 fevereiro 2019, 11:00 • Manuel Cabido Lopes

Numpy - Mathemtical Operations

• Scipy - Scienti􏰀c Tools

• Visualization with matplotlib

• Scikit-Learn - Toolbox of already implemented algorithms 

• Playground Tensor􏰁ow - Interactive Demo of Neural Networks

Linear Algebra & Optimization

26 fevereiro 2019, 09:30 • Manuel Cabido Lopes

3. Linear Algebra and Optimization

26 fevereiro 2019, 09:30 • Andreas Miroslaus Wichert

Linear Algebra, Curse of Dimensionality, Gradient Descent, Newton's Method