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Deep Learning with Keras

1425/month
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Self paced
English
Course by
PluralsightCourses from Pluralsight
Certificate awarded
Intermediate
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Checklist

Certification

You will get a certificate on completing this course.

University

This course is not affiliated with any university.

Price

This course costs very less.

Edvicer's Rewards

You can get a cashback of ₹ 100 on buying this course.

Why should you choose this course?

Description

Deep Learning lies at the heart of many leading machine learning and artificial intelligence applications. This course, Deep Learning with Keras, shows you how to use Keras to quickly create powerful deep neural networks.

Syllabus

Course Overview
Skills
Introduction
What Is Keras?
Neural Networks
Course Structure
Installing TensorFlow
Installing Keras
Introduction to Installation
Changing the Backend
Creating Your First Keras Neural Network
Coding Complex Data
Introduction to Models
Summary
Model Features
Converting to the Functional API
Estimating Layers and Neurons
Merging Layers
Layer Groups
Shaping Layers
Summary
Common Layers
Introduction to Models
Extension Layers
Implementing CNNs in Keras
Convolution Layer
Transfer Learning Implementation
Convolution Layer Hyperparameters
Introduction to CNNs
Non-linear Activation
Conclusion
Pool Layer
Coding Fashion MNIST
How Do CNNs Work?
Why Do CNNs Exists?
Transfer Learning Principles
Keras RNN Layers
RNN Implementation
Simple RNN Issues
Introduction to RNNs
Coding Sentiment Analysis
Summary
LSTM and GRU
Keras Datasets
Introduction
Functional API Second Look
Keras Pre-trained Models
Last Words

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