CourseClub NET Packtpub Building Recommender Systems with Machine Learning and AI |
||
Name |
[CourseClub.NET] Packtpub - Building Recommender Systems with Machine Learning and AI |
DOWNLOAD
Copy Link
Trouble downloading? see How To |
Total Size |
3.1 GB |
|
Total Files |
110 |
|
Last Seen |
2025-05-24 01:51 |
|
Hash |
333A3D99C556019529A3D9CA01FD159B5894792B |
/01.Getting Started/ |
|
0101.Install Anaconda, course materials, and create movie recommendations!.mp4 |
92.4 MB |
|
72.6 MB |
|
14.8 MB |
0104.Understanding You through Implicit and Explicit Ratings.mp4 |
9.6 MB |
|
16.1 MB |
|
11.7 MB |
/02.Introduction to Python/ |
|
|
44.0 MB |
|
12.2 MB |
|
6.1 MB |
|
7.7 MB |
/03.Evaluating Recommender Systems/ |
|
|
24.3 MB |
|
49.0 MB |
|
12.7 MB |
|
8.3 MB |
|
86.7 MB |
|
8.7 MB |
|
40.7 MB |
|
26.6 MB |
|
12.6 MB |
/04.A Recommender Engine Framework/ |
|
|
19.1 MB |
|
19.5 MB |
|
19.5 MB |
|
15.0 MB |
/05.Content-Based Filtering/ |
|
0501.Content-Based Recommendations, and the Cosine Similarity Metric.mp4 |
40.3 MB |
|
12.4 MB |
0503.Producing and Evaluating Content-Based Movie Recommendations.mp4 |
29.2 MB |
|
35.3 MB |
|
11.2 MB |
/06.Neighborhood-Based Collaborative Filtering/ |
|
|
73.1 MB |
|
16.2 MB |
|
21.0 MB |
|
25.8 MB |
|
64.6 MB |
|
19.0 MB |
|
10.5 MB |
|
11.1 MB |
0609.Measure the Hit Rate of Item-Based Collaborative Filtering.mp4 |
4.6 MB |
|
22.9 MB |
|
20.6 MB |
|
40.7 MB |
0613.Bleeding Edge Alert! Translation-Based Recommendations.mp4 |
20.6 MB |
/07.Matrix Factorization Methods/ |
|
|
68.1 MB |
|
13.6 MB |
|
24.2 MB |
|
10.2 MB |
|
8.4 MB |
|
22.1 MB |
/08.Introduction to Deep Learning/ |
|
|
23.9 MB |
|
21.1 MB |
|
42.4 MB |
|
122.6 MB |
|
19.8 MB |
|
13.7 MB |
|
45.1 MB |
0808.[Activity] Handwriting Recognition with Tensorflow, part 1.mp4 |
97.4 MB |
0809.[Activity] Handwriting Recognition with Tensorflow, part 2.mp4 |
28.7 MB |
|
7.0 MB |
|
49.2 MB |
|
13.8 MB |
0813.[Exercise] Predict Political Parties of Politicians with Keras.mp4 |
56.3 MB |
|
38.2 MB |
|
10.1 MB |
0816.[Activity] Handwriting Recognition with Convolutional Neural Networks (CNNs).mp4 |
44.5 MB |
|
23.6 MB |
|
10.6 MB |
0819.[Activity] Sentiment Analysis of Movie Reviews using RNN_s and Keras.mp4 |
76.9 MB |
/09.Deep Learning for Recommender Systems/ |
|
|
58.7 MB |
|
16.7 MB |
|
53.0 MB |
|
27.7 MB |
|
20.8 MB |
|
56.3 MB |
|
7.0 MB |
0908.Auto-Encoders for Recommendations Deep Learning for Recs.mp4 |
12.4 MB |
0909.[Activity] Recommendations with Deep Neural Networks.mp4 |
39.0 MB |
|
26.1 MB |
|
4.1 MB |
|
43.0 MB |
|
46.5 MB |
|
14.9 MB |
/10.Scaling it up/ |
|
1001.[Activity] Introduction and Installation of Apache Spark.mp4 |
42.0 MB |
|
9.8 MB |
1003.[Activity] Movie Recommendations with Spark, Matrix Factorization, and ALS.mp4 |
24.9 MB |
1004.[Activity] Recommendations from 20 million ratings with Spark.mp4 |
28.2 MB |
|
43.4 MB |
|
64.1 MB |
|
5.0 MB |
|
8.3 MB |
1009.SageMaker in Action Factorization Machines on one million ratings, in the cloud.mp4 |
46.3 MB |
/11.11 Real-World Challenges of Recommender Systems/ |
|
|
12.4 MB |
|
1.3 MB |
|
16.2 MB |
|
9.1 MB |
|
780.1 KB |
|
15.8 MB |
|
22.8 MB |
|
1.0 MB |
|
17.4 MB |
1110.Fraud, the Perils of Clickstream, and International Concerns.mp4 |
76.3 MB |
|
85.6 MB |
/12.Case Studies/ |
|
|
13.4 MB |
|
13.1 MB |
|
14.5 MB |
|
10.3 MB |
/13.Hybrid Approaches/ |
|
|
9.2 MB |
|
21.4 MB |
/14.Wrapping Up/ |
|
|
64.9 MB |
/Exercise Files/ |
|
|
1.8 MB |
/ |
|
|
0.1 KB |
|
0.1 KB |
Total files 110 |
Copyright © 2025 FileMood.com