Udemy - Complete Guide to TensorFlow for Deep Learning with Pytho...

Files:

• 001 Introduction-subtitle-en.srt (4.5 KB)
• 001 Introduction.mp4 (12.0 MB)
• 002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt (17.2 KB)
• 002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 (16.4 MB)
• 002 FULL-TENSORFLOW-NOTES-AND-DATA.zip (299.7 MB)
• 003 FAQ - Frequently Asked Questions.html (1.5 KB)
• 003 FULL-TENSORFLOW-NOTES-AND-DATA.zip (299.7 MB)

• 004 Quick Note for MacOS and Linux Users.html (3.0 KB)
• 005 Installing TensorFlow Environment-subtitle-en.srt (20.4 KB)
• 005 Installing TensorFlow Environment.mp4 (27.8 MB)

• 006 Machine Learning Overview-subtitle-en.srt (27.5 KB)
• 006 Machine Learning Overview.mp4 (30.4 MB)
• external_links.txt (0.1 KB)

• 007 Crash Course Section Introduction-subtitle-en.srt (2.0 KB)
• 007 Crash Course Section Introduction.mp4 (2.2 MB)
• 008 NumPy Crash Course-subtitle-en.srt (24.3 KB)
• 008 NumPy Crash Course.mp4 (32.5 MB)
• 009 Pandas Crash Course-subtitle-en.srt (6.9 KB)
• 009 Pandas Crash Course.mp4 (9.0 MB)
• 010 Data Visualization Crash Course-subtitle-en.srt (11.8 KB)
• 010 Data Visualization Crash Course.mp4 (19.5 MB)
• 011 SciKit Learn Preprocessing Overview-subtitle-en.srt (14.2 KB)
• 011 SciKit Learn Preprocessing Overview.mp4 (20.3 MB)
• 012 Crash Course Review Exercise-subtitle-en.srt (3.8 KB)
• 012 Crash Course Review Exercise.mp4 (7.7 MB)
• 013 Crash Course Review Exercise - Solutions-subtitle-en.srt (9.4 KB)
• 013 Crash Course Review Exercise - Solutions.mp4 (17.4 MB)

• 014 Introduction to Neural Networks-subtitle-en.srt (1.5 KB)
• 014 Introduction to Neural Networks.mp4 (1.6 MB)
• 015 Introduction to Perceptron-subtitle-en.srt (8.1 KB)
• 015 Introduction to Perceptron.mp4 (6.8 MB)
• 016 Neural Network Activation Functions-subtitle-en.srt (9.8 KB)
• 016 Neural Network Activation Functions.mp4 (8.6 MB)
• 017 Cost Functions-subtitle-en.srt (5.4 KB)
• 017 Cost Functions.mp4 (5.0 MB)
• 018 Gradient Descent Backpropagation-subtitle-en.srt (5.5 KB)
• 018 Gradient Descent Backpropagation.mp4 (4.6 MB)
• 019 TensorFlow Playground-subtitle-en.srt (15.9 KB)
• 019 TensorFlow Playground.mp4 (27.2 MB)
• 020 Manual Creation of Neural Network - Part One-subtitle-en.srt (9.1 KB)
• 020 Manual Creation of Neural Network - Part One.mp4 (12.5 MB)
• 021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.srt (11.9 KB)
• 021 Manual Creation of Neural Network - Part Two - Operations.mp4 (11.4 MB)
• 022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.srt (13.1 KB)
• 022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 (13.3 MB)
• 023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.srt (13.9 KB)
• 023 Manual Creation of Neural Network - Part Four - Session.mp4 (25.2 MB)
• 024 Manual Neural Network Classification Task-subtitle-en.srt (25.0 KB)
• 024 Manual Neural Network Classification Task.mp4 (40.5 MB)
• external_links.txt (0.1 KB)

• 025 Introduction to TensorFlow-subtitle-en.srt (2.3 KB)
• 025 Introduction to TensorFlow.mp4 (2.0 MB)
• 026 TensorFlow Basic Syntax-subtitle-en.srt (20.6 KB)
• 026 TensorFlow Basic Syntax.mp4 (19.0 MB)
• 027 TensorFlow Graphs-subtitle-en.srt (9.0 KB)
• 027 TensorFlow Graphs.mp4 (8.5 MB)
• 028 Variables and Placeholders-subtitle-en.srt (9.3 KB)
• 028 Variables and Placeholders.mp4 (12.8 MB)
• 029 TensorFlow - A Neural Network - Part One-subtitle-en.srt (11.4 KB)
• 029 TensorFlow - A Neural Network - Part One.mp4 (11.6 MB)
• 030 TensorFlow - A Neural Network - Part Two-subtitle-en.srt (29.9 KB)
• 030 TensorFlow - A Neural Network - Part Two.mp4 (32.5 MB)
• 031 TensorFlow Regression Example - Part One-subtitle-en.srt (29.9 KB)
• 031 TensorFlow Regression Example - Part One.mp4 (30.1 MB)
• 032 TensorFlow Regression Example _ Part Two-subtitle-en.srt (34.0 KB)
• 032 TensorFlow Regression Example _ Part Two.mp4 (57.8 MB)
• 033 TensorFlow Classification Example - Part One-subtitle-en.srt (20.5 KB)
• 033 TensorFlow Classification Example - Part One.mp4 (23.8 MB)
• 034 TensorFlow Classification Example - Part Two-subtitle-en.srt (17.6 KB)
• 034 TensorFlow Classification Example - Part Two.mp4 (31.9 MB)
• 035 TF Regression Exercise-subtitle-en.srt (5.5 KB)
• 035 TF Regression Exercise.mp4 (8.0 MB)
• 036 TF Regression Exercise Solution Walkthrough-subtitle-en.srt (17.8 KB)
• 036 TF Regression Exercise Solution Walkthrough.mp4 (27.8 MB)
• 037 TF Classification Exercise-subtitle-en.srt (7.9 KB)
• 037 TF Classification Exercise.mp4 (9.0 MB)
• 038 TF Classification Exercise Solution Walkthrough-subtitle-en.srt (17.4 KB)
• 038 TF Classification Exercise Solution Walkthrough.mp4 (21.7 MB)
• 039 Saving and Restoring Models-subtitle-en.srt (10.5 KB)
• 039 Saving and Restoring Models.mp4 (15.4 MB)
• external_links.txt (0.2 KB)

• 040 Introduction to Convolutional Neural Network Section-subtitle-en.srt (1.3 KB)
• 040 Introduction to Convolutional Neural Network Section.mp4 (1.2 MB)
• 041 Review of Neural Networks-subtitle-en.srt (4.0 KB)
• 041 Review of Neural Networks.mp4 (3.4 MB)
• 042 New Theory Topics-subtitle-en.srt (23.3 KB)
• 042 New Theory Topics.mp4 (19.7 MB)
• 043 Quick note on MNIST lecture.html (1.2 KB)
• 044 MNIST Data Overview-subtitle-en.srt (6.6 KB)
• 044 MNIST Data Overview.mp4 (6.6 MB)
• 045 MNIST Basic Approach Part One-subtitle-en.srt (13.2 KB)
• 045 MNIST Basic Approach Part One.mp4 (12.1 MB)
• 046 MNIST Basic Approach Part Two-subtitle-en.srt (24.7 KB)
• 046 MNIST Basic Approach Part Two.mp4 (34.9 MB)
• 047 CNN Theory Part One-subtitle-en.srt (28.2 KB)
• 047 CNN Theory Part One.mp4 (26.6 MB)
• 048 CNN Theory Part Two-subtitle-en.srt (6.8 KB)
• 048 CNN Theory Part Two.mp4 (6.5 MB)
• 049 CNN MNIST Code Along - Part One-subtitle-en.srt (24.4 KB)
• 049 CNN MNIST Code Along - Part One.mp4 (26.2 MB)
• 050 CNN MNIST Code Along - Part Two-subtitle-en.srt (7.9 KB)
• 050 CNN MNIST Code Along - Part Two.mp4 (9.6 MB)
• 051 Introduction to CNN Project-subtitle-en.srt (10.4 KB)
• 051 Introduction to CNN Project.mp4 (16.1 MB)
• 052 CNN Project Exercise Solution - Part One-subtitle-en.srt (23.2 KB)
• 052 CNN Project Exercise Solution - Part One.mp4 (50.2 MB)
• 053 CNN Project Exercise Solution - Part Two-subtitle-en.srt (17.1 KB)
• 053 CNN Project Exercise Solution - Part Two.mp4 (27.0 MB)
• external_links.txt (0.1 KB)

• 054 Introduction to RNN Section-subtitle-en.srt (1.8 KB)
• 054 Introduction to RNN Section.mp4 (1.6 MB)
• 055 RNN Theory-subtitle-en.srt (12.5 KB)
• 055 RNN Theory.mp4 (10.3 MB)
• 056 Manual Creation of RNN-subtitle-en.srt (16.6 KB)
• 056 Manual Creation of RNN.mp4 (16.6 MB)
• 057 Vanishing Gradients-subtitle-en.srt (6.9 KB)
• 057 Vanishing Gradients.mp4 (6.0 MB)
• 058 LSTM and GRU Theory-subtitle-en.srt (15.0 KB)
• 058 LSTM and GRU Theory.mp4 (12.9 MB)
• 059 Introduction to RNN with TensorFlow API-subtitle-en.srt (7.3 KB)
• 059 Introduction to RNN with TensorFlow API.mp4 (6.3 MB)
• 060 RNN with TensorFlow - Part One-subtitle-en.srt (28.6 KB)
• 060 RNN with TensorFlow - Part One.mp4 (34.1 MB)
• 061 RNN with TensorFlow - Part Two-subtitle-en.srt (27.0 KB)
• 061 RNN with TensorFlow - Part Two.mp4 (30.3 MB)
• 062 Quick Note on RNN Plotting Part 3.html (2.0 KB)
• 063 RNN with TensorFlow - Part Three-subtitle-en.srt (11.0 KB)
• 063 RNN with TensorFlow - Part Three.mp4 (12.7 MB)
• 064 Time Series Exercise Overview-subtitle-en.srt (12.1 KB)
• 064 Time Series Exercise Overview.mp4 (13.6 MB)
• 065 Time Series Exercise Solution-subtitle-en.srt (25.5 KB)
• 065 Time Series Exercise Solution.mp4 (35.1 MB)
• 066 Quick Note on Word2Vec-subtitle-en.srt (5.0 KB)
• 066 Quick Note on Word2Vec.mp4 (6.0 MB)
• 067 Word2Vec Theory-subtitle-en.srt (18.8 KB)
• 067 Word2Vec Theory.mp4 (16.5 MB)
• 068 Word2Vec Code Along - Part One-subtitle-en.srt (25.9 KB)
• 068 Word2Vec Code Along - Part One.mp4 (35.5 MB)
• 069 Word2Vec Part Two-subtitle-en.srt (17.4 KB)
• 069 Word2Vec Part Two.mp4 (33.4 MB)
• external_links.txt (0.1 KB)

• 070 Intro to Miscellaneous Topics.html (1.5 KB)
• 070 Miscellaneous-Topics.zip (74.1 KB)
• 071 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.srt (11.2 KB)
• 071 Deep Nets with Tensorflow Abstractions API - Part One.mp4 (16.2 MB)
• 072 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.srt (11.2 KB)
• 072 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4 (18.7 MB)
• 073 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.srt (18.9 KB)
• 073 Deep Nets with Tensorflow Abstractions API - Keras.mp4 (33.4 MB)
• 074 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.srt (15.9 KB)
• 074 Deep Nets with Tensorflow Abstractions API - Layers.mp4 (28.7 MB)
• 075 Tensorboard-subtitle-en.srt (26.7 KB)
• 075 Tensorboard.mp4 (40.0 MB)

• 076 Autoencoder Basics-subtitle-en.srt (13.3 KB)
• 076 Autoencoder Basics.mp4 (13.9 MB)
• 077 Dimensionality Reduction with Linear Autoencoder-subtitle-en.srt (26.0 KB)
• 077 Dimensionality Reduction with Linear Autoencoder.mp4 (37.6 MB)
• 078 Linear Autoencoder PCA Exercise Overview-subtitle-en.srt (2.9 KB)
• 078 Linear Autoencoder PCA Exercise Overview.mp4 (6.2 MB)
• 079 Linear Autoencoder PCA Exercise Solutions-subtitle-en.srt (11.7 KB)
• 079 Linear Autoencoder PCA Exercise Solutions.mp4 (22.9 MB)
• 080 Stacked Autoencoder-subtitle-en.srt (29.3 KB)
• 080 Stacked Autoencoder.mp4 (43.9 MB)
• external_links.txt (0.1 KB)

• 081 Introduction to Reinforcement Learning with OpenAI Gym-subtitle-en.srt (6.8 KB)
• 081 Introduction to Reinforcement Learning with OpenAI Gym.mp4 (8.0 MB)
• 082 Extra Resources for Reinforcement Learning.html (2.3 KB)
• 083 Introduction to OpenAI Gym-subtitle-en.srt (9.3 KB)
• 083 Introduction to OpenAI Gym.mp4 (13.9 MB)
• 084 OpenAI Gym Steup-subtitle-en.srt (12.3 KB)
• 084 OpenAI Gym Steup.mp4 (14.8 MB)
• 085 Open AI Gym Env Basics-subtitle-en.srt (9.7 KB)
• 085 Open AI Gym Env Basics.mp4 (10.0 MB)
• 086 Open AI Gym Observations-subtitle-en.srt (13.9 KB)
• 086 Open AI Gym Observations.mp4 (15.4 MB)
• 087 OpenAI Gym Actions-subtitle-en.srt (13.2 KB)
• 087 OpenAI Gym Actions.mp4 (14.8 MB)
• 088 Simple Neural Network Game-subtitle-en.srt (24.5 KB)
• 088 Simple Neural Network Game.mp4 (35.8 MB)
• 089 Policy Gradient Theory-subtitle-en.srt (12.3 KB)
• 089 Policy Gradient Theory.mp4 (13.7 MB)
• 090 Policy Gradient Code Along Part One-subtitle-en.srt (17.2 KB)
• 090 Policy Gradient Code Along Part One.mp4 (26.0 MB)
• 091 Policy Gradient Code Along Part Two-subtitle-en.srt (17.5 KB)
• 091 Policy Gradient Code Along Part Two.mp4 (32.8 MB)
• external_links.txt (0.1 KB)

• 092 Introduction to GANs-subtitle-en.srt (11.4 KB)
• 092 Introduction to GANs.mp4 (13.5 MB)
• 093 GAN Code Along - Part One-subtitle-en.srt (13.7 KB)
• 093 GAN Code Along - Part One.mp4 (19.5 MB)
• 094 GAN Code Along - Part Two-subtitle-en.srt (16.8 KB)
• 094 GAN Code Along - Part Two.mp4 (29.3 MB)
• 095 GAN Code Along - Part Three-subtitle-en.srt (16.8 KB)
• 095 GAN Code Along - Part Three.mp4 (27.6 MB)

• 096 Bonus Lecture_ Discounts for for My Other Courses.html (4.8 KB)

• [DesireCourse.Com].url (0.0 KB)