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Machine Learning Topics

Bias-Variance
Supervised Learning
Back-propagation
Logistic Regression
Linear Regression
K-Nearest Neighbors
XgBoost
Tensorflow 
Artificial Neural Network (ANN) 

Deep Learning Topics

LSTM
Convolutional Neural Networks (CNN) 
Natural Language Processing
Image recognition
Hyperparameter tuning 
Droupout
Optimization Techniques (adam,rmsprop,rms)