Udemy - Complete Tensorflow 2 and Keras Deep Learning Bootcamp 2020-1 - Download
Description
Complete Tensorflow 2 and Keras Deep Learning Bootcamp is the name of a Udemy course that teaches you how to use Python for deep learning using Tensorflow 2 and the Keras library. The purpose of this course is to introduce you to how to use the TensorFlow 2 framework to build neural networks and to unravel the complexities of this framework. Keras is a standard machine learning API used to build models.
In this course, you will become thoroughly familiar with TensorFlow 2 and the Keras libraries and quickly learn to build models with them. In this course, you will develop models to predict house prices, classify medical images, predict future sales data, make synthetic text, and more, such as neural networks, visualize and build data. You will learn artificial intelligence models.
Courses taught in this course:
- A tutorial on using TensorFlow 2.0 for deep learning
- Keras API tutorial for fast model building
- Image classification by torsional neural network
- Forecast time series data
- Generate text using RNN
Complete the Tensorflow 2 and Keras Deep Learning Bootcamp course specifications:
- English
- Duration: 19 hours and 10 minutes
- Number of lessons: 115
- Education level: intermediate
- Instructor: Jose Portilla
- File format: mp4
Course titles
115 lectures 19:10:59
Course overview, installations and setup
3 lectures 29:31
APPROVAL OF COURSE OVERVIEW
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A crash course in visualization
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An overview of machine learning concepts
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
commissioning
8 lectures 01:32:51
Course prerequisites
- Know how to code in Python
- Some math basics like derivatives
Pictures
Sample movie
installation manual
After extraction, watch with your favorite player.
english subtitles
Quality: 720p
Download link
File password(s): free download software
size
6.20 GB