[ TutGee com ] Udemy - Practical Recommender Systems For Business Applications

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Torrent Size :	1.9 GB

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Torrent File Content (56 files)

[ TutGee.com ] Udemy - Practical Recommender Systems For Business Applications
Get Bonus Downloads Here.url -

176 bytes

~Get Your Files Here !
1. Welcome To The Course/1. What Is the Course About.mp4 -

32.32 MB

1. Welcome To The Course/2. Data and Code.html -

147 bytes

1. Welcome To The Course/3. Python Installation.mp4 -

39.29 MB

1. Welcome To The Course/4. Start With Google Colaboratory Environment.mp4 -

36.71 MB

1. Welcome To The Course/5. Google Colabs and GPU.mp4 -

27.62 MB

1. Welcome To The Course/6. Why Recommender Systems.mp4 -

48.85 MB

2. Basics Of Python For Data Science/1. Introduction to Pandas.mp4 -

69.65 MB

2. Basics Of Python For Data Science/10. Basic Data Visualisations.mp4 -

28.78 MB

2. Basics Of Python For Data Science/11. More Visualisations.mp4 -

41.27 MB

2. Basics Of Python For Data Science/12. Exploring the Temporal Dimension.mp4 -

44.34 MB

2. Basics Of Python For Data Science/2. Read in Multiple CSVs.mp4 -

49.11 MB

2. Basics Of Python For Data Science/3. Read in Data From SQL.mp4 -

28.44 MB

2. Basics Of Python For Data Science/4. Read in JSON Files.mp4 -

35.69 MB

2. Basics Of Python For Data Science/5. Read in Text Data.mp4 -

11.2 MB

2. Basics Of Python For Data Science/6. Assess Data Quality.mp4 -

31.93 MB

2. Basics Of Python For Data Science/7. Python Data Cleaning.mp4 -

31.78 MB

2. Basics Of Python For Data Science/8. Grouping Data.mp4 -

99.85 MB

2. Basics Of Python For Data Science/9. More Data Summarisations and Pivoting.mp4 -

77.48 MB

3. Basic Statistical Concepts/1. Principal Component Analysis (PCA).mp4 -

24.36 MB

3. Basic Statistical Concepts/10. k-Nearest Neighbours (kNN)-Theory.mp4 -

78.27 MB

3. Basic Statistical Concepts/2. Practical Application of PCA.mp4 -

26.13 MB

3. Basic Statistical Concepts/3. Single Vector Decomposition (SVD)-Theory.mp4 -

8.4 MB

3. Basic Statistical Concepts/4. Implement SVD.mp4 -

15.13 MB

3. Basic Statistical Concepts/5. Unsupervised Leaning-Theory.mp4 -

28.56 MB

3. Basic Statistical Concepts/6. K-means Clustering Theory.mp4 -

18.18 MB

3. Basic Statistical Concepts/7. Cosine Similarity.mp4 -

19.31 MB

3. Basic Statistical Concepts/8. Jaccard Similarity.mp4 -

6.71 MB

3. Basic Statistical Concepts/9. Introduction to Supervised Learning.mp4 -

69.74 MB

4. What Are Recommender Engines/1. Different Types of Recommender System.mp4 -

22.85 MB

5. Filtering Based Recommender Engines/1. Euclidean Distances as a Basis of Making Recommendations.mp4 -

22.29 MB

5. Filtering Based Recommender Engines/2. Using Distances and SVD For Recommendations.mp4 -

54.43 MB

5. Filtering Based Recommender Engines/3. How Demographic Traits Can Help With Making Recommendations.mp4 -

14.14 MB

5. Filtering Based Recommender Engines/4. Basic Data Processing.mp4 -

39.4 MB

5. Filtering Based Recommender Engines/5. Final List Of Movies.mp4 -

27.2 MB

6. Common Recommender Engines/1. Basic Item Based Filtering.mp4 -

25.85 MB

6. Common Recommender Engines/2. Surprise For More Content Filtering.mp4 -

22.34 MB

6. Common Recommender Engines/3. Hybrid Recommenders-LightFM.mp4 -

44.03 MB

6. Common Recommender Engines/4. Set Up a Problem For Classical Recommender Systems.mp4 -

40.46 MB

6. Common Recommender Engines/5. Content Based Filtering.mp4 -

38.8 MB

6. Common Recommender Engines/6. Collaborative Filtering.mp4 -

19.86 MB

7. Working With Text Data/1. Theory of Text Cleaning.mp4 -

58.28 MB

7. Working With Text Data/2. Text Cleaning-Part 1.mp4 -

24.17 MB

7. Working With Text Data/3. Text Cleaning-Part 2.mp4 -

27.08 MB

7. Working With Text Data/4. NTLK-Based Cleaning.mp4 -

34.72 MB

7. Working With Text Data/5. Another NTLK-Based Workflow.mp4 -

38.97 MB

7. Working With Text Data/6. What Are Wordclouds.mp4 -

53.08 MB

7. Working With Text Data/7. Word Clouds For Movie Themes.mp4 -

47.17 MB

7. Working With Text Data/8. TF-IDF Theory.mp4 -

18.23 MB

7. Working With Text Data/9. Practical TF-IDF Implementation.mp4 -

22.24 MB

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