Description
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 using the Tensorflow 2 library and Keras. The objective of this course is to familiarize you with the use of the TensorFlow 2 framework to create artificial neural networks and to unravel the complexities of this framework. Keras is a standard machine learning API 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, classification of medical images, forecasting of future sales data, creation of synthetic text, etc., such as neural networks, data visualization and building. You learn artificial intelligence models.
Courses taught in this course:
- Tutorial for Using TensorFlow 2.0 for Deep Learning
- Keras API Tutorial for Quick Model Creation
- Image classification by torsion neural network
- Forecasting Time Series Data
- Generate text using RNN
Full Tensorflow 2 and Keras Deep Learning Bootcamp course specifications:
- English language
- Duration: 19 hours and 10 minutes
- Number of lessons: 115
- Education level: Intermediate
- Tutor: Jose Portilla
- File format: mp4
Course titles
115 lectures 19:10:59
Course overview, installations and configuration
3 lessons 29:31
COURSE OUTLINE CONFIRMATION
0 lesson 00:00
NumPy crash course
6 lessons 49:02
Panda Crash Course
10 lectures 01:28:50
Crash course in visualization
5 lessons 37:40
Introduction to Machine Learning Concepts
6 lessons 48:37
Basic Artificial Neural Networks – ANN
27 lectures 05:01:21
Convolutional Neural Networks – CNN
17 lectures 02:42:09
Recurrent Neural Networks – RNN
14 lectures 02:35:22
natural language processing
7 lessons 57:42
AutoEncoders
7 lectures 01:11:22
Generative adversarial networks
5 lessons 56:32
Deployment
8 lectures 01:32:51
Course prerequisites
- Know how to code in Python
- Some basic notions in mathematics such as derivatives
Pictures
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english subtitle
Quality: 720p
Download link
File password(s): ngaur.com
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6.20 GB