Udemy – Complete Tensorflow 2 and Keras Deep Learning Bootcamp 2020-1

Description

Complete Tensorflow 2 and Keras Deep Learning Bootcamp is the name of a training course from the Udemy site that teaches how to use the Python language for in-depth learning with the help of the Tensorflow 2 and Keras libraries. The purpose of this course is to acquaint you with how to use the TensorFlow 2 framework to build artificial neural networks and solve the complexities of this framework. Keras is a standard machine learning API used to build models.

During this course, you will become fully acquainted with the TensorFlow 2 and Keras libraries and learn how to build models quickly with their help. In this course, you will create models for forecasting house prices, categorizing medical images, predicting future sales data, making artificial texts, etc., and important topics such as neural networks, data visualization, and construction. You learn artificial intelligence models.

Items that are taught in this course

Learn how to use TensorFlow 2.0 for deep learning

Keras API training for fast model building

Categorize images using torsional neural networks

Predict time serial data

Generate text using RNN

Complete Tensorflow 2 and Keras Deep Learning Bootcamp course specifications

English language

Duration: 19 hours and 10 minutes

Number of courses: 115

Level of education: Intermediate

Instructor: Jose Portilla

File format: mp4

Topics

115 lectures 19:10:59

Course Overview, Installs, and Setup 3 lectures 29:31

COURSE OVERVIEW CONFIRMATION 0 lectures 00:00

NumPy Crash Course 6 lectures 49:02

Pandas Crash Course 10 lectures 01:28:50

Visualization Crash Course 5 lectures 37:40

Machine Learning Concepts Overview 6 lectures 48:37

Basic Artificial Neural Networks – ANNs 27 lectures 05:01:21

Convolutional Neural Networks – CNNs 17 lectures 02:42:09

Recurrent Neural Networks – RNNs 14 lectures 02:35:22

Natural Language Processing 7 lectures 57:42

AutoEncoders 7 lectures 01:11:22

Generative Adversarial Networks 5 lectures 56:32

Deployment 8 lectures 01:32:51

Prerequisite

Know how to code in Python

Some math basics such as derivatives

Installation

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English subtitle

Quality: 720p