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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