Deep Learning With Keras and TensorFlow

Published 09/2022
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 8 lectures (2h 36m) | Size: 829.2 MB

All about Deep Learning!

What you’ll learn
Understand TensorFlow in detail
Define Convolutional Network
Describe Recurrent Neural Network
Explain the Restricted Boltzmann Machine (RBM)
Explain Autoencoders in detail

Requirements
No prerequisites are required, as the course covers the concepts from the scratch. However, basic knowledge of Python and Machine Learning would help.

Description
About the Course

The “Deep Learning with Keras and TensorFlow” course is an intermediate level course, curated exclusively for both beginners and professionals.

The course covers the basics as well as the advanced level concepts. The course contains content based videos along with practical demonstrations, that performs and explains each step required to complete the task.

Learning Objectives

By the end of the course, you will be able to learn about

Introduction to TensorFlow

TF2x and Eager Execution

TensorFlow Hello World

Linear Regression With TensorFlow

Logistic Regression With TensorFlow

Intro to Deep Learning

Deep Neural Networks

Intro to Convolutional Networks

CNN for Classifications

CNN Architecture

Understanding Convolutions

CNN with MNIST Dataset

The Sequential Problem

The RNN Model

The LSTM Model

LTSM Basics

Applying RNNs to Language Modeling

LSTM Language Modeling

Intro to RBMs

Training RBMs

RBM with MNIST

Introduction to Autoencoders

Autoencoder structure

…and much more!

If you’re new to this technology, then don’t worry – the course covers the topics from the basics. If you have done some programming before, you should pick it up quickly.

If you are a programmer looking to switch into an exciting new career track, this course will teach you the basic techniques used by real-world industry Machine Learning and Deep Learning developers. These are topics any successful technologist absolutely needs to know about, so what are you waiting for? Enroll now!

Who this course is for
Candidates who are willing to learn Deep Learning from scratch
IT professional willing to upskill themselves in Deep Learning
Python developers willing to upskill themselves
Data Scientist or Machine Learning Developers willing to upskill themselves
IT professions willing to start the career in Deep Learning