Table of contents Machine Learning Supervised Learning with Scikit Overview Model evaluation procedure 01-Classification 01-k-nearest-neighbors-fit 02-k-Nearest Neighbors: Predict 02-Regression Introduction to Machine Learning Training resources Books Links Untitled FAQ Deep Neural Network Introduction Convolutions and Pooling Cost vs Loss function Parameters vs Hyperparameters Coures: 2 Improving Deep Neural Networks: Hyperparameter tuning, Regularization optimization Course 2: Hyperparameter tuning Modeling Concept Developing a good model Algorithm Clustering Azure Azure links Cloud Security AWS Security Best Practices Security tools AWS monitoring AWS Identity and Access Management Git Tips and tricks Git General Info Devops Toolset Tool List Tool Category Current State AWS Labs and workshops AWS Labs and Workshops