Książka Debugging Intelligence S.Sinduja

Debugging Intelligence

Autor: S.Sinduja
Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 14-21 dni
64.94
The journey of this book has shown that debugging in machine learning is far more than a technical a...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2025
strony
138
EAN
9798901120835
Enbook ID
50114388
Waga
168
Wymiary
140 x 216 x 8

Pełny opis

The journey of this book has shown that debugging in machine learning is far more than a technical afterthought, it is a discipline in itself. Debugging is not simply the process of fixing broken code but the deeper act of uncovering why machine learning models fail, understanding the roots of those failures, and ensuring systems behave reliably in the environments where they operate. Machine learning models are built upon layers of design decisions, data assumptions, and performance trade-offs. By the time a system reaches production, it carries with it both the strengths and the hidden weaknesses of those choices. Debugging is the practice of interrogating those assumptions, shining light on vulnerabilities, and building confidence that the system will perform as intended in the real world.

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