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[UdemyCourseDownloader] Complete Guide to TensorFlow for Deep Learning with Python

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Description
Description

Welcome to the Complete Guide to TensorFlow for Deep Learning with Python!



This course will guide you through how to use Google's TensorFlow framework to create artificial neural networks for deep learning! This course aims to give you an easy to understand guide to the complexities of Google's TensorFlow framework in a way that is easy to understand. Other courses and tutorials have tended to stay away from pure tensorflow and instead use abstractions that give the user less control. Here we present a course that finally serves as a complete guide to using the TensorFlow framework as intended, while showing you the latest techniques available in deep learning!

File list
  • [UdemyCourseDownloader] Complete Guide to TensorFlow for Deep Learning with Python
  • 01. Introduction/1. Introduction.mp4 12 MB
  • 01. Introduction/1. Introduction.vtt 3.9 KB
  • 01. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).mp4 16.4 MB
  • 01. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).vtt 14.5 KB
  • 01. Introduction/2.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip 299.7 MB
  • 01. Introduction/3. FAQ - Frequently Asked Questions.html 413 B
  • 01. Introduction/3.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip 299.7 MB
  • 02. Installation and Setup/1. Quick Note for MacOS and Linux Users.html 2 KB
  • 02. Installation and Setup/2. Installing TensorFlow Environment.mp4 27.8 MB
  • 02. Installation and Setup/2. Installing TensorFlow Environment.vtt 17.1 KB
  • 03. What is Machine Learning/1. Machine Learning Overview.mp4 30.4 MB
  • 03. What is Machine Learning/1. Machine Learning Overview.vtt 23.5 KB
  • 03. What is Machine Learning/1.1 ML Overview Slides.html 161 B
  • 04. Crash Course Overview/1. Crash Course Section Introduction.mp4 2.2 MB
  • 04. Crash Course Overview/1. Crash Course Section Introduction.vtt 1.7 KB
  • 04. Crash Course Overview/2. NumPy Crash Course.mp4 32.5 MB
  • 04. Crash Course Overview/2. NumPy Crash Course.vtt 20.2 KB
  • 04. Crash Course Overview/3. Pandas Crash Course.mp4 9 MB
  • 04. Crash Course Overview/3. Pandas Crash Course.vtt 5.9 KB
  • 04. Crash Course Overview/4. Data Visualization Crash Course.mp4 19.5 MB
  • 04. Crash Course Overview/4. Data Visualization Crash Course.vtt 10 KB
  • 04. Crash Course Overview/5. SciKit Learn Preprocessing Overview.mp4 20.3 MB
  • 04. Crash Course Overview/5. SciKit Learn Preprocessing Overview.vtt 11.9 KB
  • 04. Crash Course Overview/6. Crash Course Review Exercise.mp4 7.7 MB
  • 04. Crash Course Overview/6. Crash Course Review Exercise.vtt 3.2 KB
  • 04. Crash Course Overview/7. Crash Course Review Exercise - Solutions.mp4 17.4 MB
  • 04. Crash Course Overview/7. Crash Course Review Exercise - Solutions.vtt 7.9 KB
  • 05. Introduction to Neural Networks/1. Introduction to Neural Networks.mp4 1.6 MB
  • 05. Introduction to Neural Networks/1. Introduction to Neural Networks.vtt 1.3 KB
  • 05. Introduction to Neural Networks/1.1 Introduction to NN Slides.html 161 B
  • 05. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.mp4 25.2 MB
  • 05. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.vtt 11.7 KB
  • 05. Introduction to Neural Networks/11. Manual Neural Network Classification Task.mp4 40.5 MB
  • 05. Introduction to Neural Networks/11. Manual Neural Network Classification Task.vtt 21 KB
  • 05. Introduction to Neural Networks/2. Introduction to Perceptron.mp4 6.8 MB
  • 05. Introduction to Neural Networks/2. Introduction to Perceptron.vtt 6.8 KB
  • 05. Introduction to Neural Networks/3. Neural Network Activation Functions.mp4 8.6 MB
  • 05. Introduction to Neural Networks/3. Neural Network Activation Functions.vtt 8.4 KB
  • 05. Introduction to Neural Networks/4. Cost Functions.mp4 5 MB
  • 05. Introduction to Neural Networks/4. Cost Functions.vtt 4.6 KB
  • 05. Introduction to Neural Networks/5. Gradient Descent Backpropagation.mp4 4.6 MB
  • 05. Introduction to Neural Networks/5. Gradient Descent Backpropagation.vtt 4.7 KB
  • 05. Introduction to Neural Networks/6. TensorFlow Playground.mp4 27.2 MB
  • 05. Introduction to Neural Networks/6. TensorFlow Playground.vtt 13.4 KB
  • 05. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.mp4 12.5 MB
  • 05. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.vtt 7.7 KB
  • 05. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.mp4 11.4 MB
  • 05. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.vtt 10.1 KB
  • 05. Introduction to Neural Networks/9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 13.3 MB
  • 05. Introduction to Neural Networks/9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.vtt 11 KB
  • 06. TensorFlow Basics/1. Introduction to TensorFlow.mp4 2 MB
  • 06. TensorFlow Basics/1. Introduction to TensorFlow.vtt 2 KB
  • 06. TensorFlow Basics/1.1 TF Basics Slides.html 161 B
  • 06. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.mp4 31.9 MB
  • 06. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.vtt 14.8 KB
  • 06. TensorFlow Basics/11. TF Regression Exercise.mp4 8 MB
  • 06. TensorFlow Basics/11. TF Regression Exercise.vtt 4.7 KB
  • 06. TensorFlow Basics/12. TF Regression Exercise Solution Walkthrough.mp4 27.8 MB
  • 06. TensorFlow Basics/12. TF Regression Exercise Solution Walkthrough.vtt 15 KB
  • 06. TensorFlow Basics/13. TF Classification Exercise.mp4 9 MB
  • 06. TensorFlow Basics/13. TF Classification Exercise.vtt 6.7 KB
  • 06. TensorFlow Basics/14. TF Classification Exercise Solution Walkthrough.mp4 21.7 MB
  • 06. TensorFlow Basics/14. TF Classification Exercise Solution Walkthrough.vtt 14.5 KB
  • 06. TensorFlow Basics/15. Saving and Restoring Models.mp4 15.4 MB
  • 06. TensorFlow Basics/15. Saving and Restoring Models.vtt 8.9 KB
  • 06. TensorFlow Basics/15.1 Link to notebook.html 145 B
  • 06. TensorFlow Basics/2. TensorFlow Basic Syntax.mp4 19 MB
  • 06. TensorFlow Basics/2. TensorFlow Basic Syntax.vtt 17.2 KB
  • 06. TensorFlow Basics/3. TensorFlow Graphs.mp4 8.5 MB
  • 06. TensorFlow Basics/3. TensorFlow Graphs.vtt 7.5 KB
  • 06. TensorFlow Basics/4. Variables and Placeholders.mp4 12.8 MB
  • 06. TensorFlow Basics/4. Variables and Placeholders.vtt 7.8 KB
  • 06. TensorFlow Basics/5. TensorFlow - A Neural Network - Part One.mp4 11.6 MB
  • 06. TensorFlow Basics/5. TensorFlow - A Neural Network - Part One.vtt 9.7 KB
  • 06. TensorFlow Basics/6. TensorFlow - A Neural Network - Part Two.mp4 32.5 MB
  • 06. TensorFlow Basics/6. TensorFlow - A Neural Network - Part Two.vtt 24.9 KB
  • 06. TensorFlow Basics/7. TensorFlow Regression Example - Part One.mp4 30.1 MB
  • 06. TensorFlow Basics/7. TensorFlow Regression Example - Part One.vtt 24.9 KB
  • 06. TensorFlow Basics/8. TensorFlow Regression Example _ Part Two.mp4 57.8 MB
  • 06. TensorFlow Basics/8. TensorFlow Regression Example _ Part Two.vtt 28.6 KB
  • 06. TensorFlow Basics/9. TensorFlow Classification Example - Part One.mp4 23.8 MB
  • 06. TensorFlow Basics/9. TensorFlow Classification Example - Part One.vtt 17.2 KB
  • 07. Convolutional Neural Networks/1. Introduction to Convolutional Neural Network Section.mp4 1.2 MB
  • 07. Convolutional Neural Networks/1. Introduction to Convolutional Neural Network Section.vtt 1.1 KB
  • 07. Convolutional Neural Networks/1.1 CNN Slides.html 161 B
  • 07. Convolutional Neural Networks/2. Review of Neural Networks.mp4 3.4 MB
  • 07. Convolutional Neural Networks/2. Review of Neural Networks.vtt 3.4 KB
  • 07. Convolutional Neural Networks/3. New Theory Topics.mp4 19.7 MB
  • 07. Convolutional Neural Networks/3. New Theory Topics.vtt 19.7 KB
  • 07. Convolutional Neural Networks/4. Quick note on MNIST lecture.html 121 B
  • 07. Convolutional Neural Networks/5. MNIST Data Overview.mp4 6.6 MB
  • 07. Convolutional Neural Networks/5. MNIST Data Overview.vtt 5.7 KB
  • 07. Convolutional Neural Networks/6. MNIST Basic Approach Part One.mp4 12.1 MB
  • 07. Convolutional Neural Networks/6. MNIST Basic Approach Part One.vtt 11.2 KB
  • 07. Convolutional Neural Networks/7. MNIST Basic Approach Part Two.mp4 34.9 MB
  • 07. Convolutional Neural Networks/7. MNIST Basic Approach Part Two.vtt 20.8 KB
  • 07. Convolutional Neural Networks/8. CNN Theory Part One.mp4 26.6 MB
  • Udemy Course downloader.txt 94 B

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