FreeTutorials Eu UDEMY Recommender Systems and Deep Learning in Python FTU

FreeTutorials Eu UDEMY Recommender Systems and Deep Learning in Python FTU

Name	[FreeTutorials.Eu] [UDEMY] Recommender Systems and Deep Learning in Python - [FTU]	DOWNLOAD Copy Link Trouble downloading? see How To
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Total Files	119
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/2. Simple Recommendation Systems/
9. Bayesian Approach part 1 (Optional).vtt	0.0 KB
8. Appendix/
2. Windows-Focused Environment Setup 2018.mp4	196.8 MB
1. What is the Appendix.mp4	14.4 MB
10. Python 2 vs Python 3.mp4	20.0 MB
10. Python 2 vs Python 3.vtt	5.5 KB
11. BONUS Where to get discount coupons and FREE deep learning material.mp4	11.7 MB
3. How to How to install Numpy, Theano, Tensorflow, etc....mp4	175.1 MB
3. How to How to install Numpy, Theano, Tensorflow, etc....vtt	12.7 KB
4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	119.9 MB
5. How to Succeed in this Course (Long Version).mp4	41.1 MB
5. How to Succeed in this Course (Long Version).vtt	13.1 KB
6. How to Code by Yourself (part 1).mp4	73.2 MB
7. How to Code by Yourself (part 2).mp4	59.4 MB
7. How to Code by Yourself (part 2).vtt	11.9 KB
8. What order should I take your courses in (part 1).mp4	92.7 MB
8. What order should I take your courses in (part 1).vtt	14.5 KB
9. What order should I take your courses in (part 2).mp4	129.0 MB
9. What order should I take your courses in (part 2).vtt	20.8 KB
1. Welcome/
2. Outline of the course.mp4	35.8 MB
2. Outline of the course.vtt	6.0 KB
3. Where to get the code.mp4	28.5 MB
3. Where to get the code.vtt	6.2 KB
1. Introduction.mp4	22.7 MB
1. Introduction.vtt	3.9 KB
2. Simple Recommendation Systems/
1. Section Introduction and Outline.mp4	28.6 MB
1. Section Introduction and Outline.vtt	4.9 KB
10. Bayesian Approach part 2 (Sampling and Ranking).mp4	22.1 MB
12. Bayesian Approach part 4 (Code).mp4	104.6 MB
13. Demographics and Supervised Learning.mp4	34.9 MB
14. PageRank (part 1).mp4	51.1 MB
15. PageRank (part 2).mp4	35.4 MB
16. Evaluating a Ranking.mp4	36.6 MB
16. Evaluating a Ranking.vtt	5.3 KB
17. Section Conclusion.mp4	30.3 MB
2. Perspective for this Section.mp4	2.8 MB
3. Basic Intuitions.mp4	8.8 MB
4. Associations.mp4	27.0 MB
5. Hacker News - Will you be penalized for talking about the NSA.mp4	39.5 MB
5. Hacker News - Will you be penalized for talking about the NSA.vtt	8.2 KB
6. Reddit - Should censorship based on politics be allowed.mp4	55.6 MB
6. Reddit - Should censorship based on politics be allowed.vtt	10.4 KB
7. Problems with Average Rating _ Explore vs. Exploit (part 1).mp4	34.7 MB
8. Problems with Average Rating _ Explore vs. Exploit (part 2).mp4	43.4 MB
9. Bayesian Approach part 1 (Optional).mp4	45.9 MB
3. Collaborative Filtering/
1. Collaborative Filtering Section Introduction.mp4	40.7 MB
2. User-User Collaborative Filtering.mp4	63.6 MB
2. User-User Collaborative Filtering.vtt	16.1 KB
3. Collaborative Filtering Exercise Prep.mp4	31.9 MB
4. Data Preprocessing.mp4	112.1 MB
5. User-User Collaborative Filtering in Code.mp4	133.1 MB
6. Item-Item Collaborative Filtering.mp4	49.9 MB
6. Item-Item Collaborative Filtering.vtt	10.3 KB
7. Item-Item Collaborative Filtering in Code.mp4	72.8 MB
7. Item-Item Collaborative Filtering in Code.vtt	7.7 KB
8. Collaborative Filtering Section Conclusion.mp4	25.5 MB
4. Matrix Factorization and Deep Learning/
1. Matrix Factorization Section Introduction.mp4	7.3 MB
10. Probabilistic Matrix Factorization.mp4	24.1 MB
10. Probabilistic Matrix Factorization.vtt	6.8 KB
11. Bayesian Matrix Factorization.mp4	21.7 MB
11. Bayesian Matrix Factorization.vtt	6.0 KB
12. Matrix Factorization in Keras (Discussion).mp4	16.0 MB
13. Matrix Factorization in Keras (Code).mp4	57.7 MB
14. Deep Neural Network (Discussion).mp4	15.7 MB
14. Deep Neural Network (Discussion).vtt	3.1 KB
15. Deep Neural Network (Code).mp4	26.3 MB
15. Deep Neural Network (Code).vtt	3.0 KB
16. Residual Learning (Discussion).mp4	7.3 MB
17. Residual Learning (Code).mp4	18.1 MB
17. Residual Learning (Code).vtt	1.8 KB
18. Autoencoders (AutoRec) Discussion.mp4	14.9 MB
19. Autoencoders (AutoRec) Code.mp4	107.3 MB
19. Autoencoders (AutoRec) Code.vtt	12.9 KB
2. Matrix Factorization - First Steps.mp4	48.4 MB
3. Matrix Factorization - Training.mp4	9.9 MB
4. Matrix Factorization - Expanding Our Model.mp4	35.4 MB
4. Matrix Factorization - Expanding Our Model.vtt	8.6 KB
5. Matrix Factorization - Regularization.mp4	23.4 MB
5. Matrix Factorization - Regularization.vtt	6.6 KB
6. Matrix Factorization - Exercise Prompt.mp4	4.5 MB
6. Matrix Factorization - Exercise Prompt.vtt	1.3 KB
7. Matrix Factorization in Code.mp4	54.9 MB
7. Matrix Factorization in Code.vtt	6.5 KB
8. Matrix Factorization in Code - Vectorized.mp4	102.1 MB
8. Matrix Factorization in Code - Vectorized.vtt	11.4 KB
9. SVD (Singular Value Decomposition).mp4	7.1 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/
10. RBM Code pt 1.mp4	65.1 MB
11. RBM Code pt 2.mp4	41.5 MB
11. RBM Code pt 2.vtt	4.7 KB
12. RBM Code pt 3.mp4	134.3 MB
13. Speeding up the RBM Code.mp4	86.5 MB
2. Intro to RBMs.mp4	27.5 MB
3. Motivation Behind RBMs.mp4	35.7 MB
3. Motivation Behind RBMs.vtt	7.7 KB
4. Intractability.mp4	13.6 MB
4. Intractability.vtt	3.4 KB
5. Neural Network Equations.mp4	29.2 MB
6. Training an RBM (part 1).mp4	37.9 MB
7. Training an RBM (part 2).mp4	20.0 MB
8. Training an RBM (part 3) - Free Energy.mp4	28.9 MB
8. Training an RBM (part 3) - Free Energy.vtt	7.2 KB
9. Categorical RBM for Recommender System Ratings.mp4	49.9 MB
9. Categorical RBM for Recommender System Ratings.vtt	12.3 KB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/
1. Big Data and Spark Section Introduction.mp4	30.0 MB
2. Setting up Spark in your Local Environment.mp4	26.2 MB
3. Matrix Factorization in Spark.mp4	98.9 MB
4. Spark Submit.mp4	58.8 MB
4. Spark Submit.vtt	7.1 KB
5. Setting up a Spark Cluster on AWS EC2.mp4	75.8 MB
7. Basics Review/
1. Keras Discussion.mp4	20.7 MB
2. Keras Neural Network in Code.mp4	50.4 MB
3. Keras Functional API.mp4	39.7 MB
5. Gaussian Conjugate Prior (Appendix).mp4	26.4 MB
5. Gaussian Conjugate Prior (Appendix).vtt	6.4 KB

Discuss.FreeTutorials.Us.html	169.7 KB
FreeCoursesOnline.Me.html	110.9 KB
FreeTutorials.Eu.html	104.7 KB
How you can help Team-FTU.txt	0.3 KB
Torrent Downloaded From GloDls.to.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.org.txt	0.5 KB
Total files 119