Recommendations and Ranking

Everyone
  • 12 videos | 1h 10m 9s
  • Includes Assessment
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

  • 6m 18s
    Learn what a recommenadtion system does and how it works FREE ACCESS
  • 6m 2s
    Explore more types of recommendation systems FREE ACCESS
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    3.  What Does A Recommendation System Do? 3
    6m 7s
    Learn about the heavier implications behind recommendation systems FREE ACCESS
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    4.  So What Is A Recommnedation Prediction Problem? 1
    4m 39s
    Now, that we have a good idea of what recommendation systems are and where they are used, let us look a little closer at the data science questions behind them. FREE ACCESS
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    5.  So What Is A Recommendation Prediction Problem? 2
    5m 24s
    Now that we know our data set, let's try to organize it. FREE ACCESS
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    6.  Recommendation Algorithm 101: Using Pop. Averages 1
    6m 43s
    So far you have learned what a recommendation system is and where they can be useful. Now learn about an actual algorithm FREE ACCESS
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    7.  Recommendation Algorithm 101: Using Pop. Averages 2
    5m 28s
    Continue to learn about the algorithm presented in the last video FREE ACCESS
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    8.  Recommendation Algorithm 101: Using Pop. Averages 3
    5m 39s
    Finish off learning about recommendation system algorithms using population averages FREE ACCESS
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    9.  Rec. Algorithm 101: Using Pop. Comparisons 1
    5m 22s
    You just finished learning about the first type of recommendation algorithm. Learn about second involving ranking using population comparisons FREE ACCESS
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    10.  Rec. Algorithm 101: Using Pop. Comparisons 2
    4m 4s
    Continue to learn about the ranking recommendation algorithm FREE ACCESS
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    11.  Rec. Algorithm 101: Using Pop. Comparisons 3
    5m 34s
    Learn about how the scoring rule affects the algorithm FREE ACCESS
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    12.  Rec. Algorithm 101: Using Pop. Comparisons 4
    8m 49s
    Finish off learning about recommendation system algorithms using population comparisons and ranking FREE ACCESS

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