FreeTutorials Us deeplearning
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Torrent File Content (182 files)
[FreeTutorials.Us] deeplearning
01 Welcome to the course
001 What is Deep Learning.mp4 -
01 Welcome to the course
001 What is Deep Learning.mp4 -
31.31 MB
002 Installing Python.mp4 -
20.38 MB
003 How to get the dataset.mp4 -
6.48 MB
004 BONUS Meet Your Instructors.html -
1.48 KB
02 --------------------- Part 1 - Artificial Neural Networks ---------------------
005 Welcome to Part 1 - Artificial Neural Networks.html -
005 Welcome to Part 1 - Artificial Neural Networks.html -
870 bytes
03 ANN Intuition
006 Plan of Attack.mp4 -
006 Plan of Attack.mp4 -
4.74 MB
007 The Neuron.mp4 -
29.57 MB
008 The Activation Function.mp4 -
14.75 MB
009 How do Neural Networks work.mp4 -
23.53 MB
010 How do Neural Networks learn.mp4 -
26.55 MB
011 Gradient Descent.mp4 -
18.53 MB
012 Stochastic Gradient Descent.mp4 -
16.82 MB
013 Backpropagation.mp4 -
10.92 MB
04 Building an ANN
014 Prerequisites.html -
014 Prerequisites.html -
1.73 KB
015 How to get the dataset.mp4 -
6.48 MB
016 Business Problem Description.mp4 -
16.37 MB
017 Building an ANN - Step 1.mp4 -
24.28 MB
018 Building an ANN - Step 2.mp4 -
45.86 MB
019 Building an ANN - Step 3.mp4 -
8.37 MB
020 Building an ANN - Step 4.mp4 -
5.95 MB
021 Building an ANN - Step 5.mp4 -
29.58 MB
022 Building an ANN - Step 6.mp4 -
7.05 MB
023 Building an ANN - Step 7.mp4 -
8.99 MB
024 Building an ANN - Step 8.mp4 -
18.18 MB
025 Building an ANN - Step 9.mp4 -
16.89 MB
026 Building an ANN - Step 10.mp4 -
17.43 MB
05 Homework Challenge - Should we say goodbye to that customer
027 Homework Instruction.html -
027 Homework Instruction.html -
972 bytes
028 Homework Solution.mp4 -
37.62 MB
06 Evaluating Improving and Tuning the ANN
029 Evaluating the ANN.mp4 -
029 Evaluating the ANN.mp4 -
55.84 MB
030 Improving the ANN.mp4 -
19.83 MB
031 Tuning the ANN.mp4 -
50.76 MB
07 Homework Challenge - Put me one step down on the podium
032 Homework Instruction.html -
032 Homework Instruction.html -
716 bytes
08 -------------------- Part 2 - Convolutional Neural Networks --------------------
033 Welcome to Part 2 - Convolutional Neural Networks.html -
033 Welcome to Part 2 - Convolutional Neural Networks.html -
705 bytes
09 CNN Intuition
034 Plan of attack.mp4 -
034 Plan of attack.mp4 -
5.93 MB
035 What are convolutional neural networks.mp4 -
29.5 MB
036 Step 1 - Convolution Operation.mp4 -
31.02 MB
037 Step 1b - ReLU Layer.mp4 -
14.09 MB
038 Step 2 - Pooling.mp4 -
40.24 MB
039 Step 3 - Flattening.mp4 -
3.27 MB
040 Step 4 - Full Connection.mp4 -
42.74 MB
041 Summary.mp4 -
7.91 MB
042 Softmax Cross-Entropy.mp4 -
33.23 MB
10 Building a CNN
043 How to get the dataset.mp4 -
043 How to get the dataset.mp4 -
6.48 MB
044 Introduction to CNNs.mp4 -
7.84 MB
045 Building a CNN - Step 1.mp4 -
19.18 MB
046 Building a CNN - Step 2.mp4 -
5.85 MB
047 Building a CNN - Step 3.mp4 -
2.23 MB
048 Building a CNN - Step 4.mp4 -
27.19 MB
049 Building a CNN - Step 5.mp4 -
9.91 MB
050 Building a CNN - Step 6.mp4 -
9.7 MB
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