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TORRENT DETAILS

[FreeCourseSite.com] Udemy - Deep Learning With TensorFlow 2.0 [2020]

TORRENT SUMMARY

	Status:	This torrent has NOT been verified.
Category:	Software
Infohash	334fa189b284c3da30886fb15ef4c4c8890535c7
Size:	1.9 GB in 96 files
Release Date(s):	Torrent Release: 02-01-2021 by user nyaa
Swarm:	0 Seeds & 1 Peers
Vote:	No votes yet.

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FILE LIST

Filename		Size
	1. Welcome! Course introduction/1. Meet your instructors and why you should study machine learning.mp4	105.8 MB
	1. Welcome! Course introduction/1. Meet your instructors and why you should study machine learning.srt	10.1 KB
	1. Welcome! Course introduction/2. What does the course cover.mp4	16.4 MB
	1. Welcome! Course introduction/2. What does the course cover.srt	6.2 KB
	1. Welcome! Course introduction/3. What does the course cover - Quiz.html	168 B
	1. Welcome! Course introduction/4. Download All Resources and Important FAQ.html	720 B
	10. Gradient descent and learning rates/1. Stochastic gradient descent.mp4	9.4 MB
	10. Gradient descent and learning rates/1. Stochastic gradient descent.srt	4.9 KB
	10. Gradient descent and learning rates/2. Gradient descent pitfalls.mp4	4.3 MB
	10. Gradient descent and learning rates/2. Gradient descent pitfalls.srt	2.8 KB
	10. Gradient descent and learning rates/3. Momentum.mp4	6.1 MB
	10. Gradient descent and learning rates/3. Momentum.srt	3.5 KB
	10. Gradient descent and learning rates/4. Learning rate schedules.mp4	10.3 MB
	10. Gradient descent and learning rates/4. Learning rate schedules.srt	6 KB
	10. Gradient descent and learning rates/5. Learning rate schedules. A picture.mp4	3.1 MB
	10. Gradient descent and learning rates/5. Learning rate schedules. A picture.srt	2.2 KB
	10. Gradient descent and learning rates/6. Adaptive learning rate schedules.mp4	8.9 MB
	10. Gradient descent and learning rates/6. Adaptive learning rate schedules.srt	5.2 KB
	10. Gradient descent and learning rates/7. Adaptive moment estimation.mp4	7.8 MB
	10. Gradient descent and learning rates/7. Adaptive moment estimation.srt	3.3 KB
	11. Preprocessing/1. Preprocessing introduction.mp4	8.4 MB
	11. Preprocessing/1. Preprocessing introduction.srt	3.9 KB
	11. Preprocessing/2. Basic preprocessing.mp4	3.7 MB
	11. Preprocessing/2. Basic preprocessing.srt	1.7 KB
	11. Preprocessing/3. Standardization.mp4	8.3 MB
	11. Preprocessing/3. Standardization.srt	6 KB
	11. Preprocessing/4. Dealing with categorical data.mp4	6.1 MB
	11. Preprocessing/4. Dealing with categorical data.srt	2.8 KB
	11. Preprocessing/5. One-hot and binary encoding.mp4	6.2 MB
	11. Preprocessing/5. One-hot and binary encoding.srt	4.8 KB
	12. The MNIST example/1. The dataset.mp4	13.4 MB
	12. The MNIST example/1. The dataset.srt	3.6 KB
	12. The MNIST example/10. Learning.mp4	40.9 MB
	12. The MNIST example/10. Learning.srt	7.9 KB
	12. The MNIST example/10.1 TensorFlow MNIST - Part 6 with comments.html	150 B
	12. The MNIST example/11. MNIST - exercises.html	2 KB
	12. The MNIST example/11.1 TensorFlow MNIST - All Exercises.html	144 B
	12. The MNIST example/12. MNIST - solutions.html	2.1 KB
	12. The MNIST example/12.1 8. TensorFlow MNIST - Exercise 8 Solution.html	165 B
	12. The MNIST example/12.10 4. TensorFlow MNIST - Exercise 4 Solution.html	172 B
	12. The MNIST example/12.2 9. TensorFlow MNIST - Exercise 9 Solution.html	165 B
	12. The MNIST example/12.3 1. TensorFlow MNIST - Exercise 1 Solution.html	150 B
	12. The MNIST example/12.4 3. TensorFlow MNIST - Exercise 3 Solution.html	160 B
	12. The MNIST example/12.5 7. TensorFlow MNIST - Exercise 7 Solution.html	162 B
	12. The MNIST example/12.6 2. TensorFlow MNIST - Exercise 2 Solution.html	150 B
	12. The MNIST example/12.7 6. TensorFlow MNIST - Exercise 6 Solution.html	162 B
	12. The MNIST example/12.8 10. TensorFlow MNIST - Exercise 10 Solution.html	157 B
	12. The MNIST example/12.9 5. TensorFlow MNIST - Exercise 5 Solution.html	172 B
	12. The MNIST example/13. Testing the model.mp4	29.5 MB
	12. The MNIST example/13. Testing the model.srt	6 KB
	12. The MNIST example/13.1 TensorFlow MNIST - Complete Code.html	139 B
	12. The MNIST example/13.2 TensorFlow MNIST - Complete Code with Comments.html	153 B
	12. The MNIST example/2. How to tackle the MNIST.mp4	18.7 MB
	12. The MNIST example/2. How to tackle the MNIST.srt	3.5 KB
	12. The MNIST example/3. Importing the relevant packages and load the data.mp4	16.3 MB
	12. The MNIST example/3. Importing the relevant packages and load the data.srt	3.1 KB
	12. The MNIST example/3.1 TensorFlow MNIST - Part 1 with comments.html	150 B
	12. The MNIST example/4. Preprocess the data - create a validation dataset and scale the data.mp4	29.1 MB
	12. The MNIST example/4. Preprocess the data - create a validation dataset and scale the data.srt	6.3 KB
	12. The MNIST example/5. Preprocess the data - scale the test data.html	81 B
	12. The MNIST example/5.1 TensorFlow MNIST - Part 2 with comments.html	150 B
	12. The MNIST example/6. Preprocess the data - shuffle and batch the data.mp4	41.5 MB
	12. The MNIST example/6. Preprocess the data - shuffle and batch the data.srt	9.3 KB
	12. The MNIST example/7. Preprocess the data - shuffle and batch the data.html	81 B
	12. The MNIST example/7.1 TensorFlow MNIST - Part 3 with comments.html	150 B
	12. The MNIST example/8. Outline the model.mp4	28.2 MB
	12. The MNIST example/8. Outline the model.srt	7.2 KB
	12. The MNIST example/8.1 TensorFlow MNIST - Part 4 with comments.html	150 B
	12. The MNIST example/9. Select the loss and the optimizer.mp4	13.9 MB
	12. The MNIST example/9. Select the loss and the optimizer.srt	3 KB
	12. The MNIST example/9.1 TensorFlow MNIST - Part 5 with comments.html	150 B
	13. Business case/1. Exploring the dataset and identifying predictors.mp4	66.3 MB
	13. Business case/1. Exploring the dataset and identifying predictors.srt	10.7 KB
	13. Business case/1.1 Audiobooks_data.csv	625.2 KB
	13. Business case/10. Setting an early stopping mechanism - Exercise.html	191 B
	13. Business case/11. Testing the model.mp4	10.8 MB
	13. Business case/11. Testing the model.srt	2 KB
	13. Business case/11.1 TensorFlow Business Case - Machine Learning Complete Code with Comments.html	166 B
	13. Business case/12. Final exercise.html	445 B
	13. Business case/12.1 TensorFlow Business Case - Machine Learning Complete Code with Comments.html	166 B
	13. Business case/2. Outlining the business case solution.mp4	7.3 MB
	13. Business case/2. Outlining the business case solution.srt	2 KB
	13. Business case/3. Balancing the dataset.mp4	30.4 MB
	13. Business case/3. Balancing the dataset.srt	4.5 KB
	13. Business case/4. Preprocessing the data.mp4	84.3 MB
	13. Business case/4. Preprocessing the data.srt	12.3 KB
	13. Business case/4.1 TensorFlow Business Case - Preprocessing with Comments.html	163 B
	13. Business case/4.2 Audiobooks_data.csv	625.2 KB
	13. Business case/4.3 TensorFlow Business Case - Preprocessing.html	149 B
	13. Business case/5. Preprocessing exercise.html	404 B
	13. Business case/5.1 TensorFlow Business Case - Preprocessing Exercise Solution.html	167 B
	13. Business case/5.2 Audiobooks_data.csv	625.2 KB
	13. Business case/5.3 TensorFlow Business Case - Preprocessing Exercise.html	158 B
	13. Business case/6. Load the preprocessed data.mp4	17.6 MB
	13. Business case/6. Load the preprocessed data.srt	4.7 KB
	13. Business case/7. Load the preprocessed data - Exercise.html	79 B

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