Udemy TensorFlow 20 Practical

Files Included :

001 Introduction and Welcome Message.mp4 (58.95 MB)
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002 Course Overview.mp4 (83.91 MB)
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004 What's AI, ML and DL.mp4 (131.94 MB)
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005 Machine Learning - Big Picture.mp4 (75.84 MB)
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006 Whats new in TF2 and Google Colab.mp4 (5.4 MB)
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007 Whats New in TensorFlow 2 0.mp4 (221.52 MB)
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008 What is Google Colab.mp4 (20.57 MB)
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009 Google Colab Demo.mp4 (14.8 MB)
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010 Eager Execution.mp4 (84.47 MB)
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011 Keras API.mp4 (51.59 MB)
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19861353-TF-2 0-Practical-Course-Package.zip (19.63 MB)
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001 PROJECT #1 OVERVIEW CONVERT CELSUIS TO FAHRENHEIT.mp4 (38.68 MB)
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002 PROJECT #1 What are ANNs and How they learn.mp4 (23.77 MB)
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003 PROJECT #1 Build our first ANN model.mp4 (14.77 MB)
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004 PROJECT #1 TF Playground.mp4 (102.17 MB)
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005 PROJECT #1 Coding Step 1 - Load TF and Data.mp4 (86.34 MB)
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006 PROJECT #1 Coding Step 2 - Model Training.mp4 (125.09 MB)
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007 PROJECT #1 Coding Step 3 - Model Evaluation.mp4 (64.8 MB)
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008 PROJECT #2 Overview.mp4 (25.55 MB)
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009 PROJECT#2 Google Colab Questions Overview.mp4 (25.31 MB)
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010 PROJECT # 2 Coding Part 1.mp4 (56.43 MB)
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011 PROJECT # 2 Coding Part 2.mp4 (75.56 MB)
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012 PROJECT # 2 Coding Part 3.mp4 (36.46 MB)
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001 PROJECT #3 Overview.mp4 (94.06 MB)
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002 PROJECT #3 Regression basics.mp4 (48.43 MB)
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003 PROJECT #3 ANN in Action.mp4 (51.81 MB)
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004 PROJECT #3 Activation functions overview.mp4 (42.15 MB)
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005 PROJECT #3 MultiLayer Perceptron Network.mp4 (22.9 MB)
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006 PROJECT #3 ANN Training and Epochs Definition.mp4 (100.91 MB)
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007 PROJECT #3 Tensorflow Playground 3.mp4 (37.08 MB)
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008 PROJECT #3 Gradient Descent.mp4 (99.58 MB)
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009 PROJECT #3 Back Propagation.mp4 (26.65 MB)
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010 PROJECT #3 Bias Variance Tradeoff.mp4 (126.88 MB)
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011 PROJECT #3 Performance Metrics.mp4 (109.64 MB)
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012 PROJECT #3 Coding part 1.mp4 (59.38 MB)
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013 PROJECT #3 Coding part 2.mp4 (48.64 MB)
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014 PROJECT #3 Coding part 3.mp4 (66.72 MB)
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015 PROJECT #3 Coding part 4.mp4 (81.82 MB)
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016 PROJECT #3 Coding part 5 - Training.mp4 (26.36 MB)
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017 PROJECT #3 Coding part 6.mp4 (138.9 MB)
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018 PROJECT #4 Overview.mp4 (18.03 MB)
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019 PROJECT #4 Google Colab Overview.mp4 (35.47 MB)
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020 PROJECT #4 Coding Part 1.mp4 (111.63 MB)
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021 PROJECT #4 Coding Part 2.mp4 (35.99 MB)
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022 PROJECT #4 Coding Part 3.mp4 (55.9 MB)
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001 PROJECT #5 Project Overview sentiment.mp4 (53.84 MB)
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002 PROJECT #5 Tokenization and Count Vectorizer.mp4 (13.68 MB)
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003 PROJECT #5 Confusion Matrix.mp4 (46.94 MB)
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004 PROJECT #5 Load Dataset.mp4 (42.03 MB)
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005 PROJECT #5 Data Visualization.mp4 (44.36 MB)
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006 PROJECT #5 Data Tokenization.mp4 (49.31 MB)
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007 PROJECT #5 Model Building and Training.mp4 (31.5 MB)
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008 PROJECT #5 Model Evaluation.mp4 (56.36 MB)
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009 PROJECT #6 Project Overview.mp4 (17.12 MB)
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010 PROJECT #6 Google Colab Project Questions Overview.mp4 (25.75 MB)
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011 PROJECT #6 Google Colab Project Questions Overview 2.mp4 (25.01 MB)
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012 PROJECT #6 Project Coding Solution Part 1.mp4 (52.45 MB)
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013 PROJECT #6 Project Coding Solution Part 2.mp4 (69.58 MB)
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001 PROJECT #7 Overview.mp4 (48.33 MB)
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002 PROJECT #7 CNN Entire Network Overview.mp4 (20.37 MB)
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003 PROJECT #7 Feature Detectors.mp4 (32.32 MB)
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004 PROJECT #7 RELU.mp4 (25.95 MB)
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005 PROJECT #7 Pooling and Downsampling.mp4 (82.49 MB)
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006 PROJECT #7 Performance Improvement.mp4 (17.39 MB)
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007 PROJECT #7 Coding part 1 Import Data.mp4 (28.39 MB)
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008 PROJECT #7 Coding part 2 Visualization.mp4 (100.16 MB)
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009 PROJECT #7 Coding part 3 Train model.mp4 (65.22 MB)
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010 PROJECT #7 Coding part 4 - Evaluate model.mp4 (72.35 MB)
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011 PROJECT #8 Project Overview.mp4 (9.17 MB)
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012 PROJECT #8 LeNet Architecture.mp4 (29.39 MB)
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013 PROJECT #8 Coding part 1.mp4 (40.27 MB)
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014 PROJECT #8 Coding part 2.mp4 (42.27 MB)
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015 PROJECT #8 Coding part 3.mp4 (49.94 MB)
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016 PROJECT #9 Overview.mp4 (11.5 MB)
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017 PROJECT #9 Questions Overview.mp4 (29.62 MB)
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018 PROJECT #9 Solution Part 1.mp4 (49.57 MB)
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019 PROJECT #9 Solution Part 2.mp4 (101.41 MB)
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19861215-traffic-signs-data.zip (115.78 MB)
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001 TF Serving Coding Part 1.mp4 (71.65 MB)
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002 TF Serving Coding Part 2.mp4 (66.25 MB)
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003 TF Serving Coding Part 3.mp4 (97.39 MB)
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004 Tensorboard Example 1.mp4 (75.6 MB)
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005 Tensorboard Example 2.mp4 (78.33 MB)
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006 Distributed Strategy.mp4 (25.94 MB)
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