##### Advanced Machine Learning using Python & Tensorflow

##### Three Day Course

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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