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.
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--------------------- Part 1 - Artificial Neural Networks ---------------------
ANN Intuition
Building an ANN
Homework Challenge - Should we say goodbye to that customer ?
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15
Prerequisites -
16
How to get the dataset -
17
Business Problem Description
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18
Installing TensorFlow and Keras
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19
Building an ANN - Step 1
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20
Building an ANN - Step 2
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21
Building an ANN - Step 3
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22
Building an ANN - Step 4
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23
Building an ANN - Step 5
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24
Building an ANN - Step 6
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25
Building an ANN - Step 7
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26
Building an ANN - Step 8
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27
Building an ANN - Step 9
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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 ?
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46
How to get the dataset
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47
Installing TensorFlow and Keras
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48
Introduction to CNNs
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49
Building a CNN - Step 1
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50
Building a CNN - Step 2
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51
Building a CNN - Step 3
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52
Building a CNN - Step 4
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53
Building a CNN - Step 5
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54
Building a CNN - Step 6
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55
Building a CNN - Step 7
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56
Building a CNN - Step 8
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57
Building a CNN - Step 9
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58
Building a CNN - Step 10
Evaluating, Improving and Tuning the CNN
---------------------- Part 3 - Recurrent Neural Networks ----------------------
RNN Intuition
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Course details
Lectures
30
Quizzes
1
Video
23 hours
Certificate of Completion
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