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[UdemyCourseDownloader] Complete Guide To TensorFlow For Deep Learning With Python

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	ac7444c6159eee1074141b59d97a9780131a7eda
Size:	2.3 GB in 98 files
Release Date(s):	Torrent Release: 17-12-2018 by user
Swarm:	0 Seeds & 0 Peers
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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!

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FILE LIST

Filename		Size
	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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