Advanced Machine Learning using Python & Tensorflow
Three Day Course
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Linear Algorithms
Multiple linear regression
Logistic regression
Non-linear Algorithms
Classification And Regression Trees
Naïve byes
Ensemble Algorithms
Random forest
Getting started with TensorFlow
Introduction to TensorFlow
Installing TensorFlow Environment
Fundamentals of TensorFlow
Model building with TensorFlow
Build and train a model with TensorFlow
Doing regression with TensorFlow
Doing classification with TensorFlow
Introduction to Neural Networks
Forward and backward propagation
Introduction to Perceptron
Neural Network Activation Functions
Cost Functions
Introduction to Deep Learning
Introduction to Deep Learning
Convolution Neural Network
Recurrent Neural Network

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