/MLBigDataProject

Various implementations of gradient descent algorithms in a Big Data paradigm using Spark

Primary LanguageJupyter Notebook

Project course: Machine Learning on Big Data

Project for the IASD Master program between Paris-Dauphine, École Normale Supérieure, and Mines ParisTech.

Check the 2 Jupyter Notebooks:

  • ml_bigdata_toy_dataset
  • ml_bigdata_boston_dataset

Link to the project report.

Reference:

  • Ruder, S. (2016). An overview of gradient descent optimization algorithms. [PDF].