Artificial Intelligence
AI & Machine Learning
From what a model actually is, to training and deploying your own.
AI & Machine Learning — Basic
Understand what AI can and cannot do, and train your first working model.
26 study hours
200 pages
8 modules
PDF ebook
What is inside
01
What machine learning is — and what it is not
02
The maths you actually need, explained plainly
03
Data: collecting, cleaning and splitting it
04
Supervised learning — regression and classification
05
Your first model with scikit-learn
06
Measuring a model: accuracy, precision, recall
07
Overfitting, underfitting and why models fail
08
Where AI genuinely helps a business, and where it does not
By the end you can
- Train and evaluate a working machine learning model
- Judge whether a business problem suits AI at all
- Speak accurately about AI in a work setting