Ebooks

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FREE

Think Stats — Probability & Statistics for Programmers

Allen B. Downey's classic — learn statistics by writing Python code, not by memorizing formulas. Free Kindle edition.

PAID

Müller & Guido's beginner-friendly Scikit-Learn handbook. Practical recipes, no PhD required.

PAID

Renee M. P. Teate's hands-on guide to window functions, CTEs and the analytical SQL patterns used every day.

PAID

Robinson & Nolis on choosing projects, writing a resume that lands interviews, and surviving your first 90 days.