Python Programming For Machine Learning with Tensorflow Course

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Program Objectives

After the course, you should be able to build Tensorflow machine learning applications using Python.

Introduction

Python is a very powerful programming language for Artificial Intelligence and Machine Learning. Tensorflow is developed by Google for machine learning.

Level

Intermediate

Pre-requisite

Basic background knowledge on programming

Day 1 – Artificial Intelligence and Machine Learning

– Understanding the background

– Neural Networks

– Image Recognition

– Natural Language Processing

– Technology and Tools

 

Day 2 – Python Fundamentals

– Introduction

– Python Setup

– Virtual Environments

– Package Management System

– Variables and Types

– Operators and Conditions

– Other programming paradigms

 

Day 3 – Tensorflow Basics

– Tensorflow Fundamentals

– Linear Regression

– Practical

 

Day 4 – Tensorflow Advance

– Convolutional Neural Network

– Practical

– Advance Deep Learning With Tensorflow

 

Day 5 – Keras

– Deep learning with Keras

– Wrap Up & Certification

 

Course Completion Certification

HRDF / HRD Corp / Human Resource Development Corp Claimable

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