[FreeCourseSite com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python
File List
| File | Size |
|---|---|
| 01 Introduction/001 Introduction-subtitle-en.srt | 4.5 KB |
| 01 Introduction/001 Introduction.mp4 | 11.95 MB |
| 01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt | 17.17 KB |
| 01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 | 16.38 MB |
| 01 Introduction/002 FULL-TENSORFLOW-NOTES-AND-DATA.zip | 299.65 MB |
| 01 Introduction/003 FAQ - Frequently Asked Questions.html | 1.53 KB |
| 01 Introduction/003 FULL-TENSORFLOW-NOTES-AND-DATA.zip | 299.65 MB |
| 02 Installation and Setup/004 Quick Note for MacOS and Linux Users.html | 3.04 KB |
| 02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.srt | 20.39 KB |
| 02 Installation and Setup/005 Installing TensorFlow Environment.mp4 | 27.82 MB |
| 03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.srt | 27.5 KB |
| 03 What is Machine Learning_/006 Machine Learning Overview.mp4 | 30.43 MB |
| 03 What is Machine Learning_/external_links.txt | 130 B |
| 04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.srt | 2.02 KB |
| 04 Crash Course Overview/007 Crash Course Section Introduction.mp4 | 2.15 MB |
| 04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.srt | 24.26 KB |
| 04 Crash Course Overview/008 NumPy Crash Course.mp4 | 32.51 MB |
| 04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.srt | 6.93 KB |
| 04 Crash Course Overview/009 Pandas Crash Course.mp4 | 9.02 MB |
| 04 Crash Course Overview/010 Data Visualization Crash Course-subtitle-en.srt | 11.81 KB |
| 04 Crash Course Overview/010 Data Visualization Crash Course.mp4 | 19.51 MB |
| 04 Crash Course Overview/011 SciKit Learn Preprocessing Overview-subtitle-en.srt | 14.2 KB |
| 04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4 | 20.29 MB |
| 04 Crash Course Overview/012 Crash Course Review Exercise-subtitle-en.srt | 3.77 KB |
| 04 Crash Course Overview/012 Crash Course Review Exercise.mp4 | 7.66 MB |
| 04 Crash Course Overview/013 Crash Course Review Exercise - Solutions-subtitle-en.srt | 9.45 KB |
| 04 Crash Course Overview/013 Crash Course Review Exercise - Solutions.mp4 | 17.39 MB |
| 05 Introduction to Neural Networks/014 Introduction to Neural Networks-subtitle-en.srt | 1.5 KB |
| 05 Introduction to Neural Networks/014 Introduction to Neural Networks.mp4 | 1.59 MB |
| 05 Introduction to Neural Networks/015 Introduction to Perceptron-subtitle-en.srt | 8.06 KB |
| 05 Introduction to Neural Networks/015 Introduction to Perceptron.mp4 | 6.79 MB |
| 05 Introduction to Neural Networks/016 Neural Network Activation Functions-subtitle-en.srt | 9.84 KB |
| 05 Introduction to Neural Networks/016 Neural Network Activation Functions.mp4 | 8.62 MB |
| 05 Introduction to Neural Networks/017 Cost Functions-subtitle-en.srt | 5.43 KB |
| 05 Introduction to Neural Networks/017 Cost Functions.mp4 | 4.99 MB |
| 05 Introduction to Neural Networks/018 Gradient Descent Backpropagation-subtitle-en.srt | 5.46 KB |
| 05 Introduction to Neural Networks/018 Gradient Descent Backpropagation.mp4 | 4.6 MB |
| 05 Introduction to Neural Networks/019 TensorFlow Playground-subtitle-en.srt | 15.91 KB |
| 05 Introduction to Neural Networks/019 TensorFlow Playground.mp4 | 27.22 MB |
| 05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One-subtitle-en.srt | 9.07 KB |
| 05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One.mp4 | 12.54 MB |
| 05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.srt | 11.92 KB |
| 05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations.mp4 | 11.41 MB |
| 05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.srt | 13.06 KB |
| 05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 | 13.26 MB |
| 05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.srt | 13.91 KB |
| 05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session.mp4 | 25.16 MB |
| 05 Introduction to Neural Networks/024 Manual Neural Network Classification Task-subtitle-en.srt | 25.04 KB |
| 05 Introduction to Neural Networks/024 Manual Neural Network Classification Task.mp4 | 40.52 MB |
| 05 Introduction to Neural Networks/external_links.txt | 137 B |
| 06 TensorFlow Basics/025 Introduction to TensorFlow-subtitle-en.srt | 2.31 KB |
| 06 TensorFlow Basics/025 Introduction to TensorFlow.mp4 | 1.97 MB |
| 06 TensorFlow Basics/026 TensorFlow Basic Syntax-subtitle-en.srt | 20.62 KB |
| 06 TensorFlow Basics/026 TensorFlow Basic Syntax.mp4 | 18.99 MB |
| 06 TensorFlow Basics/027 TensorFlow Graphs-subtitle-en.srt | 8.96 KB |
| 06 TensorFlow Basics/027 TensorFlow Graphs.mp4 | 8.54 MB |
| 06 TensorFlow Basics/028 Variables and Placeholders-subtitle-en.srt | 9.3 KB |
| 06 TensorFlow Basics/028 Variables and Placeholders.mp4 | 12.84 MB |
| 06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One-subtitle-en.srt | 11.44 KB |
| 06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One.mp4 | 11.64 MB |
| 06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two-subtitle-en.srt | 29.89 KB |
| 06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two.mp4 | 32.51 MB |
| 06 TensorFlow Basics/031 TensorFlow Regression Example - Part One-subtitle-en.srt | 29.91 KB |
| 06 TensorFlow Basics/031 TensorFlow Regression Example - Part One.mp4 | 30.06 MB |
| 06 TensorFlow Basics/032 TensorFlow Regression Example _ Part Two-subtitle-en.srt | 34 KB |
| 06 TensorFlow Basics/032 TensorFlow Regression Example _ Part Two.mp4 | 57.79 MB |
| 06 TensorFlow Basics/033 TensorFlow Classification Example - Part One-subtitle-en.srt | 20.49 KB |
| 06 TensorFlow Basics/033 TensorFlow Classification Example - Part One.mp4 | 23.76 MB |
| 06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two-subtitle-en.srt | 17.57 KB |
| 06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two.mp4 | 31.94 MB |
| 06 TensorFlow Basics/035 TF Regression Exercise-subtitle-en.srt | 5.52 KB |
| 06 TensorFlow Basics/035 TF Regression Exercise.mp4 | 7.96 MB |
| 06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough-subtitle-en.srt | 17.82 KB |
| 06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough.mp4 | 27.76 MB |
| 06 TensorFlow Basics/037 TF Classification Exercise-subtitle-en.srt | 7.9 KB |
| 06 TensorFlow Basics/037 TF Classification Exercise.mp4 | 8.95 MB |
| 06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough-subtitle-en.srt | 17.44 KB |
| 06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough.mp4 | 21.72 MB |
| 06 TensorFlow Basics/039 Saving and Restoring Models-subtitle-en.srt | 10.5 KB |
| 06 TensorFlow Basics/039 Saving and Restoring Models.mp4 | 15.44 MB |
| 06 TensorFlow Basics/external_links.txt | 240 B |
| 07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section-subtitle-en.srt | 1.31 KB |
| 07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section.mp4 | 1.17 MB |
| 07 Convolutional Neural Networks/041 Review of Neural Networks-subtitle-en.srt | 4 KB |
| 07 Convolutional Neural Networks/041 Review of Neural Networks.mp4 | 3.39 MB |
| 07 Convolutional Neural Networks/042 New Theory Topics-subtitle-en.srt | 23.26 KB |
| 07 Convolutional Neural Networks/042 New Theory Topics.mp4 | 19.7 MB |
| 07 Convolutional Neural Networks/043 Quick note on MNIST lecture.html | 1.25 KB |
| 07 Convolutional Neural Networks/044 MNIST Data Overview-subtitle-en.srt | 6.63 KB |
| 07 Convolutional Neural Networks/044 MNIST Data Overview.mp4 | 6.57 MB |
| 07 Convolutional Neural Networks/045 MNIST Basic Approach Part One-subtitle-en.srt | 13.23 KB |
| 07 Convolutional Neural Networks/045 MNIST Basic Approach Part One.mp4 | 12.11 MB |
| 07 Convolutional Neural Networks/046 MNIST Basic Approach Part Two-subtitle-en.srt | 24.74 KB |
| 07 Convolutional Neural Networks/046 MNIST Basic Approach Part Two.mp4 | 34.94 MB |
| 07 Convolutional Neural Networks/047 CNN Theory Part One-subtitle-en.srt | 28.24 KB |
| 07 Convolutional Neural Networks/047 CNN Theory Part One.mp4 | 26.57 MB |
| 07 Convolutional Neural Networks/048 CNN Theory Part Two-subtitle-en.srt | 6.77 KB |
| 07 Convolutional Neural Networks/048 CNN Theory Part Two.mp4 | 6.55 MB |
| 07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part One-subtitle-en.srt | 24.43 KB |
| 07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part One.mp4 | 26.21 MB |
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