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Mastering Machine Learning and Deep Learning with TensorFlow
Introduction
Introduction To Machine Learning (5:59)
Becoming An Online Instructor (9:05)
Introduction To Deep Learning (5:17)
Classification Of ML (2:51)
Pre-Requisites (0:50)
Installation And Implementation Of TensorFlow
Introduction To TensorFlow (4:13)
Installation of TensorFlow (5:00)
Basics Of TensorFlow (5:59)
Implement Basics of TensorFlow (2:50)
Recap (1:48)
Building a Deep Neural Network
Deep Neural Network With TensorFlow (6:16)
Build A Deep Neural Network (12:47)
Getting 98 Percent Accuracy By Tweaking (1:20)
Computer Vision
Introduction To Computer Vision (1:54)
Challenges Faced (2:13)
Computer Vision Applications (4:21)
Convolutional Neural Network
Layers In Convolutional Neural Network (2:31)
Pooling Layer (5:03)
Recognise Hand Written Digits (3:11)
Program A Convolutional Neural Network (16:16)
Build Convolutional Neural Network Layers (29:20)
Implement The Convolutional Neural Network - Part 1 (3:14)
Implement The Convolutional Neural Network - Part 2 (0:38)
NLP With Deep Learning
Text and Deep Learning Introduction (5:21)
NLP With Deep Learning (6:30)
Sentiment Analysis (1:43)
Build A Sentiment Analysis Program (30:12)
Implement The Sentiment Analysis Program (12:11)
Conclusion
Thanks!(Bonus Lecture) (3:52)
Getting 98 Percent Accuracy By Tweaking
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