Why learn how to build recommendation engines? Jamen Long Data - PowerPoint PPT Presentation

DataCamp Building Recommendation Engines with PySpark BUILDING RECOMMENDATION ENGINES WITH PYSPARK Why learn how to build recommendation engines? Jamen Long Data Scientist

DataCamp Building Recommendation Engines with PySpark What recommendations look like

DataCamp Building Recommendation Engines with PySpark Learning about you

DataCamp Building Recommendation Engines with PySpark How recommendation engines work

DataCamp Building Recommendation Engines with PySpark How recommendation engines work

DataCamp Building Recommendation Engines with PySpark How recommendation engines work

DataCamp Building Recommendation Engines with PySpark How recommendation engines work

DataCamp Building Recommendation Engines with PySpark How recommendation engines work

DataCamp Building Recommendation Engines with PySpark The Power of Recommendation Engines

DataCamp Building Recommendation Engines with PySpark Prerequisites

DataCamp Building Recommendation Engines with PySpark BUILDING RECOMMENDATION ENGINES WITH PYSPARK Let's practice!

DataCamp Building Recommendation Engines with PySpark BUILDING RECOMMENDATION ENGINES WITH PYSPARK Collaborative filtering vs. content-based filtering and implicit vs explicit ratings Jamen Long Data Scientist

DataCamp Building Recommendation Engines with PySpark Two types of recommendation engines: CONTENT-BASED FILTERING COLLABORATIVE FILTERING Based on features of items Genre: Comedy, Action, Drama Animation: Animated, Not animated Language: English, Spanish, Korean Decade Produced: 1950's, 1980's Actors: Meryl Streep, Tom Hanks

DataCamp Building Recommendation Engines with PySpark Two types of recommendation engines CONTENT-BASED FILTERING COLLABORATIVE FILTERING Based on features of items

DataCamp Building Recommendation Engines with PySpark Two types of recommendation engines CONTENT-BASED FILTERING COLLABORATIVE FILTERING Based on features of items

DataCamp Building Recommendation Engines with PySpark Two types of recommendation engines CONTENT-BASED FILTERING COLLABORATIVE FILTERING Based on features of items

DataCamp Building Recommendation Engines with PySpark Two types of recommendation engines CONTENT-BASED FILTERING COLLABORATIVE FILTERING Based on features of items Based on similar user preferences

DataCamp Building Recommendation Engines with PySpark Two types of ratings

DataCamp Building Recommendation Engines with PySpark Two types of ratings EXPLICIT RATINGS

DataCamp Building Recommendation Engines with PySpark Two types of ratings EXPLICIT RATINGS IMPLICIT RATINGS

DataCamp Building Recommendation Engines with PySpark Two types of ratings EXPLICIT RATINGS IMPLICIT RATINGS

DataCamp Building Recommendation Engines with PySpark Two types of ratings EXPLICIT RATINGS IMPLICIT RATINGS

DataCamp Building Recommendation Engines with PySpark Two types of ratings EXPLICIT RATINGS IMPLICIT RATINGS

DataCamp Building Recommendation Engines with PySpark Two types of ratings EXPLICIT RATINGS IMPLICIT RATINGS

DataCamp Building Recommendation Engines with PySpark BUILDING RECOMMENDATION ENGINES WITH PYSPARK Let's practice!

DataCamp Building Recommendation Engines with PySpark BUILDING RECOMMENDATION ENGINES WITH PYSPARK Alternate Uses for ALS Jamen Long Data Scientist

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark

DataCamp Building Recommendation Engines with PySpark BUILDING RECOMMENDATION ENGINES WITH PYSPARK Let's practice!