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Könyv AI Engineering from First Principles Lysa Mak

AI Engineering from First Principles

A practical technical guide with Python laboratories

Szerző: Lysa Mak
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Independently published
Elérhetőség: Várható készletfeltöltés
Küldés 09. 11. 2026
6 578 Ft
This book is for readers comfortable with basic Python who want a practical understanding of AI engi...

Információk a könyvről

Szerző
Lysa Mak
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2026
oldal
116
EAN
9798165588501
Enbook ID
54409787
Kiadó
Independently published
Súly
290
Méretek
216 x 280 x 6

Teljes leírás

This book is for readers comfortable with basic Python who want a practical understanding of AI engineering. It develops the numerical foundations, explains the main modelling mechanisms, and follows their consequences into evaluation and deployment. Basic algebra is assumed; derivatives, probability, and matrix dimensions are introduced where needed.
Each numbered chapter includes an explanation, a standalone Python laboratory, an interpretation of its limits, and an extension exercise. Copy a complete code block into a Python file and run it in an environment with NumPy installed. The examples require no external dataset or paid model service. Small arrays keep the numerical operations visible and the runtime modest.