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Deep Learning: Clustering Here is my Deep Learning Full Tutorial! Unsupervised Learning Clustering K-means Kmeans python code import numpy as np m = [ [2,2], [5,1] ] X = [...

Deep Learning: Ensemble Methods Here is my Deep Learning Full Tutorial! Bagging and Boosting Ensemble learning Adaptive Boost Adaboost - Adaptive Boost Training python code i...

Deep Learning: Support Vector Machines Here is my Deep Learning Full Tutorial! Nonlinear SVMs Multi-class SVMs SVM find hyperplane by support ve...

Deep Learning: Feature Extraction Here is my Deep Learning Full Tutorial! Principal Components Analysis Traditional PCA python code import numpy as np def pca(dataset, dim): ...

Deep Learning: Deep Generative Neural Networks Here is my Deep Learning Full Tutorial! Maximum Likelihood Generate image **Generative Adversarial Networks** Ge...

Deep Learning: Deep Discriminative Neural Networks Here is my Deep Learning Full Tutorial! Activation Functions with Non-Vanishing Derivatives Activate Functions Python code # Acti...

Deep Learning: Multilayer Perceptrons and Backpropagation Here is my Deep Learning Full Tutorial! Feedforward Neural Networks Feedforward Neural Networks Python code # Feedforward Ne...

Deep Learning: Neural Networks Here is my Deep Learning Full Tutorial! Neural Networks Linear Threshold Unit / Perceptron Linear Threshold Unit Python code # Linear Thre...

Deep Learning: Discriminant Functions Here is my Deep Learning Full Tutorial! Discriminant functions divide feature space into regions Linear Discriminant Functions Generalised Linear ...