bigdata-tutorials

Assignments

• 01-SQL: create simple SQL queries with SQLite.
• 02-RDB: implement relational algebra operators.
• 03-NOSQL: use a MongoDB like programming interface.
• 04-MAPRED: implement a map reduce framework from scratch.
• 05-PIPE: distributed computing analysis using Dask Bag API.
• 06-VALUES: multiple choice questions on new databases types.
• 07-ACTORS: multiple choice questions about the actor paradigm.
• 08-STATS: compute various statistics on the titanic dataset.
• 09-PLOTS: create advanced visualisations with Plotnine.
• 10-LEARN: apply supervised learning with scikit-learn.
• 11-CLUST: implement the Kmeans algorithm from scratch.