Deep Learning A-Z™: Hands-On Artificial Neural Networks
Learn to create Deep Learning Algorithms in Python from two Machine Learning & Data Science experts. Templates included.
--------------------- Part 1 - Artificial Neural Networks ---------------------
ANN Intuition
Building an ANN
Homework Challenge - Should we say goodbye to that customer ?
- 15
Prerequisites - 16
How to get the dataset - 17 Business Problem Description
- 18 Installing TensorFlow and Keras
- 19 Building an ANN - Step 1
- 20 Building an ANN - Step 2
- 21 Building an ANN - Step 3
- 22 Building an ANN - Step 4
- 23 Building an ANN - Step 5
- 24 Building an ANN - Step 6
- 25 Building an ANN - Step 7
- 26 Building an ANN - Step 8
- 27 Building an ANN - Step 9
- 28 Building an ANN - Step 10
Evaluating, Improving and Tuning the ANN
Homework Challenge - Put me one step down on the podium
-------------------- Part 2 - Convolutional Neural Networks --------------------
CNN Intuition
Building a CNN
Homework - What's that pet ?
- 46 How to get the dataset
- 47 Installing TensorFlow and Keras
- 48 Introduction to CNNs
- 49 Building a CNN - Step 1
- 50 Building a CNN - Step 2
- 51 Building a CNN - Step 3
- 52 Building a CNN - Step 4
- 53 Building a CNN - Step 5
- 54 Building a CNN - Step 6
- 55 Building a CNN - Step 7
- 56 Building a CNN - Step 8
- 57 Building a CNN - Step 9
- 58 Building a CNN - Step 10
Evaluating, Improving and Tuning the CNN
---------------------- Part 3 - Recurrent Neural Networks ----------------------
RNN Intuition
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Stars 5
8481
Stars 4
5392
Stars 3
1531
Stars 2
321
Stars 1
165
125,524 Students enrolled
Instructor
Kirill Eremenko
Course details
Lectures 30
Quizzes 1
Video 23 hours
Certificate of Completion
Popular courses
