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

The Complete Tensorflow 2 and Keras Deep Learning Bootcamp is the name of a course from Udemy that teaches how to use Python for deep learning with the help of the Tensorflow 2 and Keras library. The purpose of this course is to familiarize you with how to use the TensorFlow 2 framework to build artificial neural networks and unravel the complexities of this framework. Keras is a standard machine learning API that is used to build models.

During this course you will be thoroughly familiar with the TensorFlow 2 and Keras libraries and learn how to quickly build models with them. In this course, you develop models for house price forecasting, medical image classification, forecasting future sales data, synthetic text making, and more, such as neural networks, data visualization, and construction. You learn models of artificial intelligence.

Courses taught in this course:

• Tutorial Using TensorFlow 2.0 for deep learning
• Keras API tutorial for fast model building
• Classification of images by torsional neural network
• Forecast time series 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 lessons: 115
• Level of education: Intermediate
• Tutor: Jose Portilla
• File format: mp4

Course headings

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

Course prerequisites

• Know how to code in Python
• Some math basics such as derivatives

Pictures

Sample movie

Installation guide

View with your favorite Player after Extract.

English subtitle

Quality: 720p

download link

Download part 1 – 2 GB

Download part 2 – 2 GB

Download part 3 – 2 GB

Download part 4 – 206 MB

Size

6.20 GB