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Deep Learning With Keras and TensorFlow
Duration: 2h 36m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 829 MB
Genre: eLearning | Language: English
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?
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
More Info
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