Summarizes the learnings from each chapter.

Gives you a summary of the key points from the chapter that you need to know.

Data-files to work-through the examples given in the book.

• Datasets

Answers to LabCoat Leni’s problems based on real data, from real research studies

Engaging video tutorials to guide you through analysis and interpretation of large-scale data.

• Oditi's Lantern Videos

Access these to find the additional information on topics discussed in the chapter.

Check-your progress and confirm the answers to the self-test questions in the book.

Explanations and answers to the particularly difficult sections of the chapters and following tasks placed by Smart Alex.

Access these to read extracts from the introductions to all chapters.