← Integrity Watch

Springer Nature

Mastering Machine Learning: From Basics to Advanced

Withdrawn · 16 July 2025

SectorAcademic / Research
CountryUnited Kingdom
Document typeTextbook
ConsequenceWithdrawn

What was fabricated

Publisher could not verify 25 of 46 references; of 18 checked, about two-thirds did not exist or had substantial errors.

What happened as a result

Springer Nature retracted the ~$169 textbook and removed it from catalogues.

Sources

Every incident is confirmed against at least one reputable source (mainstream news, legal/official, or the organisation itself). Nothing unverifiable is listed. Accuracy is non-negotiable — Ukweli is a truth product.

Reuse this recordThe Integrity Watch is published under CC BY 4.0 — free to reuse with attribution to Ukweli (The Orkestra). The full dataset is available as JSON, and the complete register is at ukweli.io/integrity.