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Evaluating Recommendation Algorithms - Offline and Online Approaches

Evaluating Recommendation Algorithms - Offline and Online Approaches

Open Data Science via YouTube Direct link

- How to Design Online Evaluation A/B Tests?

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- How to Design Online Evaluation A/B Tests?

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Evaluating Recommendation Algorithms - Offline and Online Approaches

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  1. 1 - Introductions
  2. 2 - About the Author
  3. 3 - Cross-selling Recommendations
  4. 4 - Why do we need offline evaluation?
  5. 5 - What is offline evaluation?
  6. 6 - How to Design Online Evaluation A/B Tests?
  7. 7 - Offline decide the best recommendation algorithm
  8. 8 - Conclusion

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