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
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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
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6m 18sLearn what a recommenadtion system does and how it works FREE ACCESS
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6m 2sExplore more types of recommendation systems FREE ACCESS
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3. What Does A Recommendation System Do? 36m 7sLearn about the heavier implications behind recommendation systems FREE ACCESS
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4. So What Is A Recommnedation Prediction Problem? 14m 39sNow, 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? 25m 24sNow 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 16m 43sSo 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 25m 28sContinue to learn about the algorithm presented in the last video FREE ACCESS
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8. Recommendation Algorithm 101: Using Pop. Averages 35m 39sFinish off learning about recommendation system algorithms using population averages FREE ACCESS
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9. Rec. Algorithm 101: Using Pop. Comparisons 15m 22sYou 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 24m 4sContinue to learn about the ranking recommendation algorithm FREE ACCESS
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11. Rec. Algorithm 101: Using Pop. Comparisons 35m 34sLearn about how the scoring rule affects the algorithm FREE ACCESS
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12. Rec. Algorithm 101: Using Pop. Comparisons 48m 49sFinish off learning about recommendation system algorithms using population comparisons and ranking FREE ACCESS
