Books & Ebooks

Books still teach some things better than video, particularly the conceptual foundations that outlast any framework version. This section covers the standard references and the readable modern texts across statistics and experiment design, machine learning and deep learning, data engineering and warehousing, SQL and Python, and the visualisation and communication classics. Each entry notes the assumed mathematical background and whether the book works as a first read or a reference to return to. A useful complement to a course: read the book for the reasoning, take the course for the hands-on practice and the certificate.