FreeCoursesOnline Me Packtpub Com Python Deep Learning for Beginners - FCO

1. 1.Understanding Deep Learning/01.The Course Overview.mp46.14MB
2. 1.Understanding Deep Learning/02.A Brief History of Deep Learning.mp45.11MB
3. 1.Understanding Deep Learning/03.Deep Learning Today.mp411.55MB
4. 1.Understanding Deep Learning/04.Tools, Requirements, and Setup.mp419.99MB
5. 2.Building the Basic Blocks of Machine Learning/05.Exploring Supervised Learning.mp43.8MB
6. 2.Building the Basic Blocks of Machine Learning/06.Representational Learning and Feature Engineering.mp48.42MB
7. 2.Building the Basic Blocks of Machine Learning/07.Linear Regression.mp418.88MB
8. 2.Building the Basic Blocks of Machine Learning/08.The Perceptron.mp414.04MB
9. 3.Diving into Deep Neural Networks/09.Feedforward Networks.mp48.5MB
10. 3.Diving into Deep Neural Networks/10.Backpropagation.mp410.39MB
11. 3.Diving into Deep Neural Networks/11.Neural Networks from Scratch.mp48.99MB
12. 3.Diving into Deep Neural Networks/12.Overfitting and Regularization.mp47.55MB
13. 4.Discovering Convolutional Neural Networks (CNNs)/13.Understanding CNNs.mp413.46MB
14. 4.Discovering Convolutional Neural Networks (CNNs)/14.Implementing a CNN.mp415.62MB
15. 4.Discovering Convolutional Neural Networks (CNNs)/15.Deep CNNs.mp414.16MB
16. 5.Using CNNs to Solve Increasingly Complex Tasks/16.Very Deep CNNs.mp410.16MB
17. 5.Using CNNs to Solve Increasingly Complex Tasks/17.Batch Normalization.mp47.47MB
18. 5.Using CNNs to Solve Increasingly Complex Tasks/18.Fine-Tuning.mp411.98MB
19. 6.Learning about Detection and Segmentation/19.Semantic Segmentation.mp49.27MB
20. 6.Learning about Detection and Segmentation/20.Fully Convolutional Networks.mp412.6MB
21. 7.Exploring Recurrent Neural Networks/21.Recurrent Neural Networks.mp417.05MB
22. 7.Exploring Recurrent Neural Networks/22.LSTM and Advancements.mp412.42MB
23. 8.Object Detection Using CNNs/23.Building a CNN to Detect General Images.mp419.04MB
24. 8.Object Detection Using CNNs/24.Training and Deploying on a Cluster.mp414.46MB
25. 9.Moving Forward with Deep Learning and AI/25.Comparison of DL Frameworks.mp415.23MB
26. 9.Moving Forward with Deep Learning and AI/26.Exciting Areas for Upcoming Research.mp49.77MB