Udemy Course - Spark Exercises

Taming Big Data with Apache Spark and Python - Hands On!

Exercise 01

• Tally up amount spent by customer using Spark
• Sort your result by amount spent per customer

Exercise 02

• Find similar movies
• Improve the Quality of Similar Movies

Used metrics:

• Cosine Similarity (default)
• Pearson Correlation Coefficient
• Jaccard Coefficient
• Euclidean Distance

Used dataset: MovieLens 100k
Link to MovieLens Dataset