FitLab
Machine Learning for Everyone
All lessons and workshops are free.
Work through the mathematics and calculate with Python and NumPy. Start here, or return when a lesson needs something unfamiliar.
Our data often lives across years of records. How do we organise those records, find the ones we need, and keep them reliable as they change? Work through SQL, NoSQL and graph databases with Botie.
How does a model learn from examples? Begin with a prediction, then build the methods with Botie and work through them in Python.
How do we turn an ML model into something useful? Work from the decision it supports through the limits of the system, then build and test the design with Botie.
