Get up to speed with AI quickly

You can move through the content rapidly until you find the gaps in your understanding. Essential concepts are clearly highlighted so you can quickly identify where to focus your attention.

Focus on what matters to you

Go fast and focus on the fundamentals then dive deep it matters to you. Each chapter ends with optional interactive Python samples allowing you to learn the language and techniques from scratch or expand your existing skills. (or 'choose concepts or code?')

Learn with realisic scenarios

Using a dataset that grows in size and intricacy with each chapter, we demonstrate the need for more advanced data science techniques.Each technique is taught through realistic scenarios asking how to get more sophisticated insights from more complex data.