Udemy Practical Recommender Systems For Business Applications BOOKWARE-LBWx

Files Included :

1 What Is the Course About.mp4 (32.32 MB)
MP4
10 Read in JSON Files.mp4 (35.68 MB)
MP4
11 Read in Text Data.mp4 (11.2 MB)
MP4
12 Assess Data Quality.mp4 (31.92 MB)
MP4
13 Python Data Cleaning.mp4 (31.78 MB)
MP4
14 Grouping Data.mp4 (99.84 MB)
MP4
15 More Data Summarisations and Pivoting.mp4 (77.48 MB)
MP4
16 Basic Data Visualisations.mp4 (28.77 MB)
MP4
17 More Visualisations.mp4 (41.27 MB)
MP4
18 Exploring the Temporal Dimension.mp4 (44.34 MB)
MP4
19 Principal Component Analysis (PCA).mp4 (24.36 MB)
MP4
20 Practical Application of PCA.mp4 (26.12 MB)
MP4
21 Single Vector Decomposition (SVD)-Theory.mp4 (8.39 MB)
MP4
22 Implement SVD.mp4 (15.12 MB)
MP4
23 Unsupervised Leaning-Theory.mp4 (28.55 MB)
MP4
24 K-means Clustering Theory.mp4 (18.18 MB)
MP4
25 Cosine Similarity.mp4 (19.31 MB)
MP4
26 Jaccard Similarity.mp4 (6.71 MB)
MP4
27 Introduction to Supervised Learning.mp4 (69.73 MB)
MP4
28 k-Nearest Neighbours (kNN)-Theory.mp4 (78.27 MB)
MP4
29 Different Types of Recommender System.mp4 (22.84 MB)
MP4
3 Python Installation.mp4 (39.29 MB)
MP4
30 Euclidean Distances as a Basis of Making Recommendations.mp4 (22.29 MB)
MP4
31 Using Distances and SVD For Recommendations.mp4 (54.43 MB)
MP4
32 How Demographic Traits Can Help With Making Recommendations.mp4 (14.14 MB)
MP4
33 Basic Data Processing.mp4 (39.39 MB)
MP4
34 Final List Of Movies.mp4 (27.2 MB)
MP4
35 Basic Item Based Filtering.mp4 (25.84 MB)
MP4
36 Surprise For More Content Filtering.mp4 (22.33 MB)
MP4
37 Hybrid Recommenders-LightFM.mp4 (44.03 MB)
MP4
38 Set Up a Problem For Classical Recommender Systems.mp4 (40.46 MB)
MP4
39 Content Based Filtering.mp4 (38.8 MB)
MP4
4 Start With Google Colaboratory Environment.mp4 (36.71 MB)
MP4
40 Collaborative Filtering.mp4 (19.85 MB)
MP4
41 Theory of Text Cleaning.mp4 (58.28 MB)
MP4
42 Text Cleaning-Part 1.mp4 (24.17 MB)
MP4
43 Text Cleaning-Part 2.mp4 (27.07 MB)
MP4
44 NTLK-Based Cleaning.mp4 (34.71 MB)
MP4
45 Another NTLK-Based Workflow.mp4 (38.96 MB)
MP4
46 What Are Wordclouds.mp4 (53.08 MB)
MP4
47 Word Clouds For Movie Themes.mp4 (47.17 MB)
MP4
48 TF-IDF Theory.mp4 (18.23 MB)
MP4
49 Practical TF-IDF Implementation.mp4 (22.24 MB)
MP4
5 Google Colabs and GPU.mp4 (27.61 MB)
MP4
50 Content Based Filtering On Text Data With Surprise.mp4 (51.78 MB)
MP4
51 Word2Vec For Basic Item Recommendation.mp4 (42.8 MB)
MP4
52 One More Variant.mp4 (10.32 MB)
MP4
53 Word2Vec Based Recommendation- Based On Items.mp4 (49.52 MB)
MP4
54 What Is a Dictionary.mp4 (67.69 MB)
MP4
6 Why Recommender Systems.mp4 (48.85 MB)
MP4
7 Introduction to Pandas.mp4 (69.64 MB)
MP4
8 Read in Multiple CSVs.mp4 (49.11 MB)
MP4
9 Read in Data From SQL.mp4 (28.43 MB)
MP4