Udemy - building-recommender-systems-with-machine-learning-and-ai
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| Torrent Size : | 4.48 GB |
Udemy - building-recommender-systems-with-machine-learning-and-ai
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Torrent File Content (223 files)
[FreeTutorials.Eu] Udemy - building-recommender-systems-with-machine-learning-and-ai
01 Getting Started
001 Udemy 101 Getting the Most From This Course-en.srt -
01 Getting Started
001 Udemy 101 Getting the Most From This Course-en.srt -
3.91 KB
001 Udemy 101 Getting the Most From This Course.mp4 -
19.71 MB
002 [Activity] Install Anaconda course materials and create movie recommendations-en.srt -
15.24 KB
002 [Activity] Install Anaconda course materials and create movie recommendations.mp4 -
104.08 MB
003 Course Roadmap-en.srt -
8.28 KB
003 Course Roadmap.mp4 -
27.58 MB
004 Types of Recommenders-en.srt -
6.68 KB
004 Types of Recommenders.mp4 -
26.82 MB
005 Understanding You through Implicit and Explicit Ratings-en.srt -
8.75 KB
005 Understanding You through Implicit and Explicit Ratings.mp4 -
20.72 MB
006 Top-N Recommender Architecture-en.srt -
11.6 KB
006 Top-N Recommender Architecture.mp4 -
37.09 MB
007 [Quiz] Review the basics of recommender systems.-en.srt -
8.91 KB
007 [Quiz] Review the basics of recommender systems..mp4 -
21.3 MB
02 Introduction to Python [Optional]
008 [Activity] The Basics of Python-en.srt -
008 [Activity] The Basics of Python-en.srt -
8.7 KB
008 [Activity] The Basics of Python.mp4 -
43.03 MB
009 Data Structures in Python-en.srt -
9.46 KB
009 Data Structures in Python.mp4 -
24.41 MB
010 Functions in Python-en.srt -
5.2 KB
010 Functions in Python.mp4 -
12.27 MB
011 [Exercise] Booleans loops and a hands-on challenge-en.srt -
6.29 KB
011 [Exercise] Booleans loops and a hands-on challenge.mp4 -
13.86 MB
03 Evaluating Recommender Systems
012 TrainTest and Cross Validation-en.srt -
012 TrainTest and Cross Validation-en.srt -
8.34 KB
012 TrainTest and Cross Validation.mp4 -
29.05 MB
013 Accuracy Metrics (RMSE MAE)-en.srt -
8.45 KB
013 Accuracy Metrics (RMSE MAE).mp4 -
40.28 MB
014 Top-N Hit Rate - Many Ways-en.srt -
9.19 KB
014 Top-N Hit Rate - Many Ways.mp4 -
24.53 MB
015 Coverage Diversity and Novelty-en.srt -
10.51 KB
015 Coverage Diversity and Novelty.mp4 -
13.73 MB
016 Churn Responsiveness and AB Tests-en.srt -
10.94 KB
016 Churn Responsiveness and AB Tests.mp4 -
60.94 MB
017 [Quiz] Review ways to measure your recommender.-en.srt -
5.44 KB
017 [Quiz] Review ways to measure your recommender..mp4 -
12.83 MB
018 [Activity] Walkthrough of RecommenderMetrics.py-en.srt -
12.8 KB
018 [Activity] Walkthrough of RecommenderMetrics.py.mp4 -
64.3 MB
019 [Activity] Walkthrough of TestMetrics.py-en.srt -
10.66 KB
019 [Activity] Walkthrough of TestMetrics.py.mp4 -
54.36 MB
020 [Activity] Measure the Performance of SVD Recommendations-en.srt -
5 KB
020 [Activity] Measure the Performance of SVD Recommendations.mp4 -
21.56 MB
04 A Recommender Engine Framework
021 Our Recommender Engine Architecture-en.srt -
021 Our Recommender Engine Architecture-en.srt -
14.81 KB
021 Our Recommender Engine Architecture.mp4 -
32.73 MB
022 [Activity] Recommender Engine Walkthrough Part 1-en.srt -
7.4 KB
022 [Activity] Recommender Engine Walkthrough Part 1.mp4 -
37.88 MB
023 [Activity] Recommender Engine Walkthrough Part 2-en.srt -
7.88 KB
023 [Activity] Recommender Engine Walkthrough Part 2.mp4 -
39.59 MB
024 [Activity] Review the Results of our Algorithm Evaluation.-en.srt -
6.37 KB
024 [Activity] Review the Results of our Algorithm Evaluation..mp4 -
34.57 MB
05 Content-Based Filtering
025 Content-Based Recommendations and the Cosine Similarity Metric-en.srt -
025 Content-Based Recommendations and the Cosine Similarity Metric-en.srt -
17.85 KB
025 Content-Based Recommendations and the Cosine Similarity Metric.mp4 -
+ Show all torrent content...61.58 MB
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