Udemy - TensorFlow 2.0 Practical Advanced [Giga Course]

Files:

• [CourseClub.ME].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 Course Introduction and Welcome Message.mp4 (47.4 MB)
• 001 Course Introduction and Welcome Message_en.vtt (2.7 KB)
• 002 Course Overview.mp4 (55.8 MB)
• 002 Course Overview_en.vtt (10.6 KB)
• 003 BONUS Learning Path.html (1.4 KB)
• 004 ML, AI and DL.mp4 (91.7 MB)
• 004 ML, AI and DL_en.vtt (16.0 KB)
• 005 Machine Learning Big Picture.mp4 (59.1 MB)
• 005 Machine Learning Big Picture_en.vtt (10.9 KB)
• 006 TF 2.0 and Google Colab Overview.mp4 (5.7 MB)
• 006 TF 2.0 and Google Colab Overview_en.vtt (2.8 KB)
• 007 Whats New in TensorFlow 2.0.mp4 (219.0 MB)
• 007 Whats New in TensorFlow 2.0_en.vtt (20.2 KB)
• 008 What is Google Colab.mp4 (20.6 MB)
• 008 What is Google Colab_en.vtt (7.2 KB)
• 009 Google Colab Demo.mp4 (14.8 MB)
• 009 Google Colab Demo_en.vtt (10.2 KB)
• 010 Eager Execution.mp4 (84.4 MB)
• 010 Eager Execution_en.vtt (13.7 KB)
• 011 Keras API.mp4 (51.5 MB)
• 011 Keras API_en.vtt (9.0 KB)
• 012 Get the materials.html (0.3 KB)
• 20076800-TF-2.0-Practical-Advanced-Course-Package.zip (20.3 MB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)
• external-assets-links.txt (0.1 KB)

• 001 ANN and CNN - Part 1.mp4 (142.4 MB)
• 001 ANN and CNN - Part 1_en.vtt (23.8 KB)
• 002 ANN and CNN - Part 2.mp4 (41.8 MB)
• 002 ANN and CNN - Part 2_en.vtt (11.1 KB)
• 003 ANN and CNN - Part 3.mp4 (42.1 MB)
• 003 ANN and CNN - Part 3_en.vtt (18.1 KB)
• 004 ANN and CNN - Part 4.mp4 (39.4 MB)
• 004 ANN and CNN - Part 4_en.vtt (7.9 KB)
• 005 ANN and CNN - Part 5.mp4 (86.7 MB)
• 005 ANN and CNN - Part 5_en.vtt (13.8 KB)
• 006 ANN and CNN - Part 6.mp4 (42.5 MB)
• 006 ANN and CNN - Part 6_en.vtt (7.7 KB)
• 007 ANN and CNN - Part 7.mp4 (95.7 MB)
• 007 ANN and CNN - Part 7_en.vtt (20.6 KB)
• 008 ANN and CNN - Part 8.mp4 (43.8 MB)
• 008 ANN and CNN - Part 8_en.vtt (12.9 KB)
• 009 Project 1 - Solution Part 1.mp4 (49.6 MB)
• 009 Project 1 - Solution Part 1_en.vtt (8.0 KB)
• 010 Project 1 - Solution Part 2.mp4 (101.4 MB)
• 010 Project 1 - Solution Part 2_en.vtt (16.9 KB)
• external-assets-links.txt (0.1 KB)

• 001 What is Transfer learning.mp4 (68.8 MB)
• 001 What is Transfer learning_en.vtt (11.1 KB)
• 002 Transfer Learning Process.mp4 (75.9 MB)
• 002 Transfer Learning Process_en.vtt (13.9 KB)
• 003 Transfer Learning Strategies.mp4 (26.4 MB)
• 003 Transfer Learning Strategies_en.vtt (10.5 KB)
• 004 ImageNet.mp4 (30.8 MB)
• 004 ImageNet_en.vtt (11.7 KB)
• 005 Transfer Learning Project 1 - Coding P1.mp4 (89.5 MB)
• 005 Transfer Learning Project 1 - Coding P1_en.vtt (13.1 KB)
• 006 Transfer Learning Project 1 - Coding P2.mp4 (109.5 MB)
• 006 Transfer Learning Project 1 - Coding P2_en.vtt (19.4 KB)
• 007 Transfer Learning Project 1 - Coding P3.mp4 (88.3 MB)
• 007 Transfer Learning Project 1 - Coding P3_en.vtt (14.2 KB)
• 008 Transfer Learning Project 1 - Coding P4.mp4 (84.9 MB)
• 008 Transfer Learning Project 1 - Coding P4_en.vtt (15.8 KB)
• 009 Transfer Learning Project 1 - Coding P5.mp4 (68.5 MB)
• 009 Transfer Learning Project 1 - Coding P5_en.vtt (10.7 KB)
• 010 Transfer Learning Project 2 - Coding P1.mp4 (32.2 MB)
• 010 Transfer Learning Project 2 - Coding P1_en.vtt (7.1 KB)
• 011 Transfer Learning Project 2 - Coding P2.mp4 (62.5 MB)
• 011 Transfer Learning Project 2 - Coding P2_en.vtt (9.5 KB)
• 012 Transfer Learning Project 2 - Coding P3.mp4 (79.0 MB)
• 012 Transfer Learning Project 2 - Coding P3_en.vtt (12.7 KB)
• 20086730-Transfer-Learning-Data.zip (5.4 MB)
• external-assets-links.txt (0.2 KB)

• 001 Autoencoders intuition.mp4 (118.6 MB)
• 001 Autoencoders intuition_en.vtt (15.9 KB)
• 002 Autencoders Math.mp4 (52.3 MB)
• 002 Autencoders Math_en.vtt (18.6 KB)
• 003 Linear Autoencoders vs. PCA.mp4 (44.5 MB)
• 003 Linear Autoencoders vs. PCA_en.vtt (7.5 KB)
• 004 Autoencoders Applications.mp4 (41.1 MB)
• 004 Autoencoders Applications_en.vtt (13.0 KB)
• 005 Variational Autoencoders (VARS).mp4 (52.9 MB)
• 005 Variational Autoencoders (VARS)_en.vtt (10.7 KB)
• 006 Autoencoders CNN Dimensionality Review.mp4 (30.6 MB)
• 006 Autoencoders CNN Dimensionality Review_en.vtt (13.1 KB)
• 007 Autoencoders Project 1 - Coding P1.mp4 (78.0 MB)
• 007 Autoencoders Project 1 - Coding P1_en.vtt (13.2 KB)
• 008 Autoencoders Project 1 - Coding P2.mp4 (72.1 MB)
• 008 Autoencoders Project 1 - Coding P2_en.vtt (11.8 KB)
• 009 Autoencoders Project 1 - Coding P3.mp4 (81.0 MB)
• 009 Autoencoders Project 1 - Coding P3_en.vtt (13.2 KB)
• 010 Autoencoders Project 1 - Coding P4.mp4 (76.5 MB)
• 010 Autoencoders Project 1 - Coding P4_en.vtt (13.4 KB)
• 011 Autoencoders Project 1 - Coding P5.mp4 (24.6 MB)
• 011 Autoencoders Project 1 - Coding P5_en.vtt (5.3 KB)
• 012 Autoencoders Project 2 - Coding P1.mp4 (73.8 MB)
• 012 Autoencoders Project 2 - Coding P1_en.vtt (15.9 KB)
• 013 Autoencoders Project 2 - Coding P2.mp4 (140.6 MB)
• 013 Autoencoders Project 2 - Coding P2_en.vtt (27.8 KB)
• 20087012-traffic-signs-data.zip (115.8 MB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)
• external-assets-links.txt (0.2 KB)

• 001 What is Deep Dream.mp4 (194.0 MB)
• 001 What is Deep Dream_en.vtt (12.8 KB)
• 002 How does DeepDream Algo work.mp4 (155.1 MB)
• 002 How does DeepDream Algo work_en.vtt (21.3 KB)
• 003 Deep Dream Simpified.mp4 (29.4 MB)
• 003 Deep Dream Simpified_en.vtt (8.3 KB)
• 004 Deep Dream Coding P1.mp4 (42.0 MB)
• 004 Deep Dream Coding P1_en.vtt (6.8 KB)
• 005 Deep Dream Coding P2.mp4 (73.1 MB)
• 005 Deep Dream Coding P2_en.vtt (12.4 KB)
• 006 Deep Dream Coding P3.mp4 (34.7 MB)
• 006 Deep Dream Coding P3_en.vtt (7.6 KB)
• 007 Deep Dream Coding P4.mp4 (97.2 MB)
• 007 Deep Dream Coding P4_en.vtt (15.8 KB)
• 008 Deep Dream Coding P5.mp4 (211.0 MB)
• 008 Deep Dream Coding P5_en.vtt (26.5 KB)
• 20086990-StaryNight.jpg (474.7 KB)
• external-assets-links.txt (0.1 KB)

• 001 GANS intuition.mp4 (91.0 MB)
• 001 GANS intuition_en.vtt (14.7 KB)
• 002 Discriminator and Generator Networks.mp4 (46.4 MB)
• 002 Discriminator and Generator Networks_en.vtt (7.9 KB)
• 003 Let's put the Discriminator and Generator together.mp4 (87.7 MB)
• 003 Let's put the Discriminator and Generator together_en.vtt (18.5 KB)
• 004 GAN Lab.mp4 (48.8 MB)
• 004 GAN Lab_en.vtt (16.5 KB)
• 005 GANs applications.mp4 (56.7 MB)
• 005 GANs applications_en.vtt (8.1 KB)
• 006 GANS Project 1 P1.mp4 (48.8 MB)
• 006 GANS Project 1 P1_en.vtt (10.7 KB)
• 007 GANS Project 1 P2.mp4 (69.9 MB)
• 007 GANS Project 1 P2_en.vtt (14.2 KB)
• 008 GANS Project 1 P3.mp4 (26.2 MB)
• 008 GANS Project 1 P3_en.vtt (5.4 KB)
• 009 GANS Project 1 P4.mp4 (40.2 MB)
• 009 GANS Project 1 P4_en.vtt (6.8 KB)
• 010 GANS Project 1 P5.mp4 (97.4 MB)
• 010 GANS Project 1 P5_en.vtt (17.1 KB)
• external-assets-links.txt (0.1 KB)

• 001 Recurrent Neural Networks Intuition.mp4 (38.6 MB)
• 001 Recurrent Neural Networks Intuition_en.vtt (6.1 KB)
• 002 RNN Architecture.mp4 (49.4 MB)
• 002 RNN Architecture_en.vtt (11.7 KB)
• 003 What makes RNN so special.mp4 (26.6 MB)
• 003 What makes RNN so special_en.vtt (9.0 KB)
• 004 RNN Math.mp4 (28.0 MB)
• 004 RNN Math_en.vtt (7.5 KB)
• 005 Fun with RNN.mp4 (55.8 MB)
• 005 Fun with RNN_en.vtt (7.1 KB)
• 006 Vanishing Gradient Problem.mp4 (95.6 MB)
• 006 Vanishing Gradient Problem_en.vtt (16.5 KB)
• 007 Long Short Term Memory LSTM.mp4 (92.2 MB)
• 007 Long Short Term Memory LSTM_en.vtt (24.2 KB)
• 008 RNN Project #1 - Part #1.mp4 (48.6 MB)
• 008 RNN Project #1 - Part #1_en.vtt (10.7 KB)
• 009 RNN Project #1 - Part #2.mp4 (36.4 MB)
• 009 RNN Project #1 - Part #2_en.vtt (8.6 KB)
• 010 RNN Project #1 - Part #3.mp4 (46.3 MB)
• 010 RNN Project #1 - Part #3_en.vtt (7.8 KB)
• 011 RNN Project #1 - Part #4.mp4 (51.3 MB)
• 011 RNN Project #1 - Part #4_en.vtt (10.9 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)
• external-assets-links.txt (0.1 KB)

• 001 TF Serving Coding Part 1.mp4 (71.8 MB)
• 001 TF Serving Coding Part 1_en.vtt (12.9 KB)
• 002 TF Serving Coding Part 2.mp4 (63.4 MB)
• 002 TF Serving Coding Part 2_en.vtt (10.9 KB)
• 003 TF Serving Coding Part 3.mp4 (97.3 MB)
• 003 TF Serving Coding Part 3_en.vtt (16.7 KB)
• 004 Tensorboard Example 1.mp4 (75.7 MB)
• 004 Tensorboard Example 1_en.vtt (16.9 KB)
• 005 Tensorboard Example 2.mp4 (78.3 MB)
• 005 Tensorboard Example 2_en.vtt (11.7 KB)
• 006 Distributed Strategy.mp4 (26.0 MB)
• 006 Distributed Strategy_en.vtt (4.5 KB)
• external-assets-links.txt (0.3 KB)

• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)