/projects

TLM Monthly Projects. Join our slack to work on them.

Primary LanguageJupyter Notebook

TLM Monthly Projects by thelearningmachine.ai. Join our Slack to work on them together! -> https://forms.gle/uwYz5Qj6e5b4ydXV6

Levels

Projects are divided into 3 levels representing difficulty.

  • Beginner 101: Focus on preprocessing and data exploration
  • Intermediate 201: The balance between preprocessing, modelling and evaluation
  • Advanced 301: Focus on modelling and hyperparameter tuning

Beginner 101

Requirements

  • knowledge of syntax (e.g. for/while loops and if statements)
  • knowledge of pandas in data preprocessing (e.g. delete/insert column, change column name, slice/filter/merge/split a table etc.)
  • knowledge of data types (e.g. object/string/int/float)

Projects

  • tlm_project1 - build a model that predicts a car price based on a certain set of independent variables

Intermediate 201

WIP

Advanced 301

WIP