Machine Learning Algorithms from Scratch

• Feed Forward Neural Network
• Convolutional Neural network
• Recurrent Neural Network
• Transformers

Machine Learning Algorithms using TensorFlow and Pytorch

• FFNN
• CNN
• RNN
• Transformers

Machine Learning Algorithms using Scikit Learn

• Linear Regression
• Logistic Regression
• Naive Bayes
• K Nearest Neighbours
• Classification and Regression Tree
• Kernel Regression
• Support Vector Machine
• Bagging
• Random Forest
• Gradient Boosting