Miscellaneous-Topics

Machine Learning - Andrew Ng - Coursera

Course Website: https://www.coursera.org/learn/machine-learning

Topics Learned:

• Recommendation Systems
• Anomaly Detection

Assignment solutions available for Recommendation systems and Anomaly Detection

Neural Networks - Geoffrey Hinton - Coursera

Course Website: https://www.coursera.org/learn/neural-networks/

Topics Learned:

• Learning to predict the next word
• More recurrent neural networks: Multiplicative connections, Echo state networks
• Bayesian Neural Networks, Mixture of Experts
• Hopfiels Nets and Boltzmann machines
• Restricted Boltzmann machines
• Deep Belief Neitworks
• Generative pre-training
• Deep and shallow auto encoders

Assignment solutions available for "Learning to predict next word" and RBMs.