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Python Programming Build a Recommendation Engine in Django
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[TutsNode.net] - Python Programming Build a Recommendation Engine in Django (Size: 5.49 GB) (Files: 93)
[TutsNode.net] - Python Programming Build a Recommendation Engine in Django
9 - Machine Learning Collaborative Filtering
32 - Surprise ML Utils Celery Task For Surprise Model Training.mp4
33 - Batch User Prediction Task.mp4
30 - What is Collaborative Filtering.mp4
31 - Collaborative Filtering with Surprise ML.mp4
1 - Introduction
2 - Celery with Django Blog Post.txt
2 - Course Code on Github.txt
2 - justinmitchel on Twitter.txt
2 - Live demo limited features.txt
2 - Public Discussion Forum.txt
2 - YouTube Channel.txt
2 - Requirements InDepth Walkthrough.mp4
4 - Setup Project.mp4
1 - Welcome to Recommender.mp4
3 - Where to get help.mp4
5 - Django as a ML Pipeline Orchestration Tool.mp4
7 - Dynamic Django with HTMX
25 - Rating Dataset Exports Model Task.mp4
23 - Rate Movies Dynamically with HTMX.mp4
22 - Dynamic Requests with HTMX.mp4
24 - Infinite Rating Flow with Django HTMX.mp4
11 - Wrap Up
42 - Overview of a Neural Network Colab Filtering Model.mp4
43 - Thank you and next steps.mp4
8 - Jupyter Notebooks with Django
28 - Update Movie Data.mp4
29 - Recommendations by Popularity.mp4
27 - Load Real Ratings to Fake Users.mp4
26 - Using Jupyter with Django.mp4
10 - Handling Predictions in Django
40 - Movie Dataset Exports.mp4
36 - MLBased Movies Recommendations View.mp4
34 - Storing Predictions in our Suggestion Model.mp4
35 - Updating Batch Predictions Based on Previous Suggestions.mp4
39 - Movie Embedding Idx Field and Task.mp4
41 - Schedule for ML Training ML Inference Movie IDX Updates and Exports.mp4
37 - Trigger ML Predictions Per User Activity.mp4
38 - Position Ranking for Movie Querysets.mp4
6 - User Ratings
21 - Display a Users Ratings.mp4
20 - Rendering Rating Choices.mp4
5 - Django Views Auth
19 - Update the Movie Ratings Task.mp4
17 - Movie List Detail View URLs and Templates.mp4
18 - Django AllAuth.mp4
4 - Python Celery
16 - Converting Functions into Celery Tasks.mp4
15 - Setup Celery for Offloading Tasks.mp4
3 - Running Calculations with Django
13 - Handling Duplicate Ratings with Signals.mp4
12 - Generate Movie Ratings.mp4
14 - Calculate Movie Average Rating Task.mp4
11 - Calculate Average Ratings.mp4
2 - Handling the Dataset
9 - Load The Movies Dataset into the Movie Django Model.mp4
10 - Create Ratings Model with Generic Foreign Keys.mp4
7 - Django Management Command to add Fake User Data.mp4
8 - Our Collaborative Filtering Dataset.mp4
6 - Generate Fake User Data.mp4
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