April 2025
Intermediate to advanced
400 pages
11h 13m
Italian
Content preview from Introduzione al Machine Learning con PythonBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Indice
A
- Test A/B, Test dei sistemi di produzione
- accuratezza, Valutazione del modello, Relazione con l'accuratezza
- riconoscimenti, Da Andreas
- indice di rand aggiustato (ARI), Valutazione del clustering con la verità a terra
- clustering agglomerativo
- Valutazione e confronto, Valutazione del clustering con la verità a terra
- esempio di, Clustering Agglomerativo
- clustering gerarchico, clustering gerarchico e dendrogrammi
- scelte di collegamento, Clustering Agglomerativo
- principio di, Clustering Agglomerativo
- catene di algoritmi e pipeline, Catene di algoritmi e pipeline - Sintesie prospettive
- costruire pipeline, Costruire pipeline
- costruire pipeline con make_pipeline, Creare una comoda pipeline con make_pipeline-Accedereagli attributi in una pipeline all'interno di GridSearchCV
- fasi di pre-elaborazione della ricerca su griglia, Fasi di pre-elaborazione della ricerca su griglia e parametri del modello
- ricerca a griglia per la selezione del modello, Ricerca a griglia del modello da usare
- importanza di, Catene di algoritmi e Pipeline
- panoramica, Sintesi e prospettive
- selezione dei parametri con la preelaborazione, Selezione dei parametri con la preelaborazione
- interfaccia della pipeline, L'interfaccia generale della pipeline
- usare le pipeline nelle ricerche a griglia, Usare le pipeline nelle ricerche a griglia-Usarele pipeline nelle ricerche a griglia
- parametro dell'algoritmo, Stima della complessità nelle reti neurali
- algoritmi(vedi anche modelli; problem solving)
- valutazione, generalizzazione, overfitting e ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.