Recommendations and Ranking

  • 12 Videos | 1h 10m 9s
  • Includes Assessment
Likes 2 Likes 2
Learn what a recommendation is and what data it involves.

WHAT YOU WILL LEARN

  • Understand what a recommendation system is
    Understand different types of recommendation systems
    Understand social choice theory
    Know the data science questions behind recommendation systems
    Know how the data can be visualized as a matrix
    Understand a recommendation algorithm
  • Further understand the recommendation algorithm presented
    Complete study into population averages for recommendation systems
    Understand how to obtain ranking using population comparisons
    Learn the next steps in the ranking recommendation algorithm
    Understand the scoring rule
    Complete study into using population comparisons and ranking

IN THIS COURSE

  • Playable
    1. 
    What Does A Recommendation System Do? 1
    6m 18s
    UP NEXT
  • Playable
    2. 
    What Does A Recommendation System Do? 2
    6m 2s
  • Locked
    3. 
    What Does A Recommendation System Do? 3
    6m 7s
  • Locked
    4. 
    So What Is A Recommnedation Prediction Problem? 1
    4m 39s
  • Locked
    5. 
    So What Is A Recommendation Prediction Problem? 2
    5m 24s
  • Locked
    6. 
    Recommendation Algorithm 101: Using Pop. Averages 1
    6m 43s
  • Locked
    7. 
    Recommendation Algorithm 101: Using Pop. Averages 2
    5m 28s
  • Locked
    8. 
    Recommendation Algorithm 101: Using Pop. Averages 3
    5m 39s
  • Locked
    9. 
    Rec. Algorithm 101: Using Pop. Comparisons 1
    5m 22s
  • Locked
    10. 
    Rec. Algorithm 101: Using Pop. Comparisons 2
    4m 4s
  • Locked
    11. 
    Rec. Algorithm 101: Using Pop. Comparisons 3
    5m 34s
  • Locked
    12. 
    Rec. Algorithm 101: Using Pop. Comparisons 4
    8m 49s

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