An interactive Simulation Lab on basic Machine Learning ideas and procedures.Feel free to play and learn how they work.
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Machine Learning Algorithms
Artificial Neural Networks (ANN)
Decision Trees
Hierarchical Clustering
K-Means
K-Nearest Neighbors
Logistic Regression
Support Vector Machines
Support Vector Machines - Kernels
XGBoost
Important Ideas in Machine LearningÂ
The Issue of Overfitting
Bootstrapping and Sampling
The Bias - Variance Tradoff
The Confusion Matrix