CC3047_PL1 PL
 
Lesson n. 1 - 15-02-2024
Apache beam.
Lesson n. 2 - 22-02-2024
Python multiprocessing using Pool and Process.
Lesson n. 3 - 29-02-2024
Google cloud coupon setup and introduction to the Google cloud platform.
Lesson n. 4 - 07-03-2024
Handling VM instances, buckets and using gsutil and gcloud. Exercise of apache beam integrated with Google publish/subscriber model.
Lesson n. 5 - 14-03-2024
PySpark tutorial.
Lesson n. 6 - 21-03-2024
Dask tutorial and exercises.
Lesson n. 7 - 04-04-2024
Review practical classes to prepare for first test.
Exercises of book by Dan Marinescu:

C2: Problems 3, 6, 9
C3: Problem 1, but applied to the Google Cloud Platform, Problems 2, 3, 4, 5, 7, 8, 9, 10
C4: Problems 4, 5, 6, 7, 8, 9
C5: Problems 1, 2, 3, 4
C6: Problem 7, 8
C8: 3, 5

Review past mini-tasks
Lesson n. 8 - 11-04-2024
Learning and working with bigquery from the Google cloud platform.
Lesson n. 9 - 18-04-2024
Modin and joblib tutorial and exercises.
Lesson n. 10 - 02-05-2024
Introduction to graph neural networks with pytorch geometric.
Lesson n. 11 - 16-05-2024
GPU programming exercises: pyCUDA.
Lesson n. 12 - 23-05-2024
Practice with RAPIDS-AI: installation, configuration and exercises using cuDF and cuML.