Online Data Science Training

Welcome to the online data science training at Training Data Science. Below you will find a full list of links to the content.

Generally, training is split into beginner, intermediate and advanced sections. Irrespective of you level of expertise I would recommend that you start with the beginner materials.

  • Beginner
    • 101: Why Data Science? (12:26)
    • 102: How to do a Data Science Project (16:00)
    • 401: Linear Regression (7:23)
    • 201: Basics and Terminology (12:20) - Members Only
    • 202: Segmentation For Classification (16:32) - Members Only
    • 203: Examples and Decision Trees (9:16) - Members Only
    • 301: Data Engineering (17:04) - Members Only
    • 302: How to Engineer Features (17:45) - Members Only
    • 402: Optimisation and Gradient Descent (8:37) - Members Only
    • 403: Linear Classification (8:37) - Members Only
    • 404: Nonlinear, Linear Classification (7:37) - Members Only
    • 501: Over and Underfitting (10:12) - Members Only
    • 502: Preventing Overfitting with Holdout (7:02) - Members Only
    • 503: Visualising Overfitting in High Dimensional Problems (9:39) - Members Only
    • 601: Similarity and Nearest Neighbours (7:12) - Members Only
    • 602: Nearest Neighbour Classification and Regression (6:52) - Members Only
    • 603: Nearest Neighbour Tips and Tricks (7:09) - Members Only