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machine learning
Folder: courses/machine-learning
20 items under this folder.
May 12, 2023
Approximation, Estimation Error & ERM
May 12, 2023
Back Propagation and Improving Neural Networks
May 12, 2023
Data Splits, Models & Cross Validation
May 12, 2023
Debugging and Diagnostics
May 12, 2023
Debugging ML Models and Error Analysis
May 12, 2023
Decision Trees and Ensemble Methods
May 12, 2023
EM Algorithm & Factor Analysis
May 12, 2023
Expectation Maximization Algorithms
May 12, 2023
Independent Component Analysis and Reinforcement Learning
May 12, 2023
Introduction to Neural Networks
May 12, 2023
MDPs & Model Simulation
May 12, 2023
MDPs & Value/Policy Iteration
May 12, 2023
Reward Model and Linear Dynamical System
May 12, 2023
GDA & Naive Bayes
May 12, 2023
Introduction
May 12, 2023
Kernels
May 12, 2023
Linear Regression and Gradient Descent
May 12, 2023
Locally Weighted and Logicistic Regression
May 12, 2023
Perceptron & Generalized Linear Model
May 12, 2023
Support Vector Machines