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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