learn-python/contrib/machine-learning/index.md

List of sections

• Introduction to scikit-learn
• Binomial Distribution
• Regression in Machine Learning
• Confusion Matrix
• Decision Tree Learning
• Random Forest
• Support Vector Machine Algorithm
• Artificial Neural Network from the Ground Up
• Introduction To Convolutional Neural Networks (CNNs)
• TensorFlow.md
• PyTorch.md
• Ensemble Learning
• Types of optimizers
• Logistic Regression
• Types_of_Cost_Functions
• Clustering
• Hierarchical Clustering
• Grid Search
• Transformers
• K-nearest neighbor (KNN)
• Reinforcement Learning