/Workshops

Imperial College Data Science Society Talent Development Workshops

Primary LanguageJupyter NotebookMIT LicenseMIT

Workshops 2017

Talent Development 2017-2018 Program.

Workshops

General Structure:

  • Theory
  • Application
  • Codelab

Autumn Term

Beginners & Intermediates Level

Workshop #1

mid October

  • [Theory] Linear Models
  • [Application] Finance - Simple Beta Hedging
  • [Codelab] Vanilla Python

Workshop #2

first week of November

  • [Theory] Kernel Trick
  • [Application] Coputer Vision - MNIST
  • [Codelab] intro to scientific python

Workshop #3

mid November

  • [Theory] Model Selection
  • [Application] TBC
  • [Codelab] scikit-learn Pipeline & intro to Kaggle

Workshop #4

first week of December

  • [Theory] Neural Networks
  • [Application] ImageNet - state-of-the-art
  • [Codelab] neural network from scratch & tensorflow equivalent