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

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2022-03-02

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TutGee com Udemy Practical Recommender Systems For Business Applications

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File Name

Size

Get Bonus Downloads Here.url

176B

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

32.32MB

~Get Your Files Here !/1. Welcome To The Course/2. Data and Code.html

147B

~Get Your Files Here !/1. Welcome To The Course/3. Python Installation.mp4

39.29MB

~Get Your Files Here !/1. Welcome To The Course/4. Start With Google Colaboratory Environment.mp4

36.71MB

~Get Your Files Here !/1. Welcome To The Course/5. Google Colabs and GPU.mp4

27.62MB

~Get Your Files Here !/1. Welcome To The Course/6. Why Recommender Systems.mp4

48.85MB

~Get Your Files Here !/2. Basics Of Python For Data Science/1. Introduction to Pandas.mp4

69.65MB

~Get Your Files Here !/2. Basics Of Python For Data Science/10. Basic Data Visualisations.mp4

28.78MB

~Get Your Files Here !/2. Basics Of Python For Data Science/11. More Visualisations.mp4

41.27MB

~Get Your Files Here !/2. Basics Of Python For Data Science/12. Exploring the Temporal Dimension.mp4

44.34MB

~Get Your Files Here !/2. Basics Of Python For Data Science/2. Read in Multiple CSVs.mp4

49.11MB

~Get Your Files Here !/2. Basics Of Python For Data Science/3. Read in Data From SQL.mp4

28.44MB

~Get Your Files Here !/2. Basics Of Python For Data Science/4. Read in JSON Files.mp4

35.69MB

~Get Your Files Here !/2. Basics Of Python For Data Science/5. Read in Text Data.mp4

11.2MB

~Get Your Files Here !/2. Basics Of Python For Data Science/6. Assess Data Quality.mp4

31.93MB

~Get Your Files Here !/2. Basics Of Python For Data Science/7. Python Data Cleaning.mp4

31.78MB

~Get Your Files Here !/2. Basics Of Python For Data Science/8. Grouping Data.mp4

99.85MB

~Get Your Files Here !/2. Basics Of Python For Data Science/9. More Data Summarisations and Pivoting.mp4

77.48MB

~Get Your Files Here !/3. Basic Statistical Concepts/1. Principal Component Analysis (PCA).mp4

24.36MB

~Get Your Files Here !/3. Basic Statistical Concepts/10. k-Nearest Neighbours (kNN)-Theory.mp4

78.27MB

~Get Your Files Here !/3. Basic Statistical Concepts/2. Practical Application of PCA.mp4

26.13MB

~Get Your Files Here !/3. Basic Statistical Concepts/3. Single Vector Decomposition (SVD)-Theory.mp4

8.4MB

~Get Your Files Here !/3. Basic Statistical Concepts/4. Implement SVD.mp4

15.13MB

~Get Your Files Here !/3. Basic Statistical Concepts/5. Unsupervised Leaning-Theory.mp4

28.56MB

~Get Your Files Here !/3. Basic Statistical Concepts/6. K-means Clustering Theory.mp4

18.18MB

~Get Your Files Here !/3. Basic Statistical Concepts/7. Cosine Similarity.mp4

19.31MB

~Get Your Files Here !/3. Basic Statistical Concepts/8. Jaccard Similarity.mp4

6.71MB

~Get Your Files Here !/3. Basic Statistical Concepts/9. Introduction to Supervised Learning.mp4

69.74MB

~Get Your Files Here !/4. What Are Recommender Engines/1. Different Types of Recommender System.mp4

22.85MB

~Get Your Files Here !/5. Filtering Based Recommender Engines/1. Euclidean Distances as a Basis of Making Recommendations.mp4

22.29MB

~Get Your Files Here !/5. Filtering Based Recommender Engines/2. Using Distances and SVD For Recommendations.mp4

54.43MB

~Get Your Files Here !/5. Filtering Based Recommender Engines/3. How Demographic Traits Can Help With Making Recommendations.mp4

14.14MB

~Get Your Files Here !/5. Filtering Based Recommender Engines/4. Basic Data Processing.mp4

39.4MB

~Get Your Files Here !/5. Filtering Based Recommender Engines/5. Final List Of Movies.mp4

27.2MB

~Get Your Files Here !/6. Common Recommender Engines/1. Basic Item Based Filtering.mp4

25.85MB

~Get Your Files Here !/6. Common Recommender Engines/2. Surprise For More Content Filtering.mp4

22.34MB

~Get Your Files Here !/6. Common Recommender Engines/3. Hybrid Recommenders-LightFM.mp4

44.03MB

~Get Your Files Here !/6. Common Recommender Engines/4. Set Up a Problem For Classical Recommender Systems.mp4

40.46MB

~Get Your Files Here !/6. Common Recommender Engines/5. Content Based Filtering.mp4

38.8MB

~Get Your Files Here !/6. Common Recommender Engines/6. Collaborative Filtering.mp4

19.86MB

~Get Your Files Here !/7. Working With Text Data/1. Theory of Text Cleaning.mp4

58.28MB

~Get Your Files Here !/7. Working With Text Data/2. Text Cleaning-Part 1.mp4

24.17MB

~Get Your Files Here !/7. Working With Text Data/3. Text Cleaning-Part 2.mp4

27.08MB

~Get Your Files Here !/7. Working With Text Data/4. NTLK-Based Cleaning.mp4

34.72MB

~Get Your Files Here !/7. Working With Text Data/5. Another NTLK-Based Workflow.mp4

38.97MB

~Get Your Files Here !/7. Working With Text Data/6. What Are Wordclouds.mp4

53.08MB

~Get Your Files Here !/7. Working With Text Data/7. Word Clouds For Movie Themes.mp4

47.17MB

~Get Your Files Here !/7. Working With Text Data/8. TF-IDF Theory.mp4

18.23MB

~Get Your Files Here !/7. Working With Text Data/9. Practical TF-IDF Implementation.mp4

22.24MB

~Get Your Files Here !/8. Text Based Recommender System/1. Content Based Filtering On Text Data With Surprise.mp4

51.79MB

~Get Your Files Here !/8. Text Based Recommender System/2. Word2Vec For Basic Item Recommendation.mp4

42.8MB

~Get Your Files Here !/8. Text Based Recommender System/3. One More Variant.mp4

10.32MB

~Get Your Files Here !/8. Text Based Recommender System/4. Word2Vec Based Recommendation- Based On Items.mp4

49.52MB

~Get Your Files Here !/9. Miscellaneous/1. What Is a Dictionary.mp4

67.69MB

~Get Your Files Here !/Bonus Resources.txt

386B

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