AI-Assisted Statistics for Data Scientists
Language: English
Published by O'reilly Media Sep 2026, 2026
- Softcover
- New
Seller: Books-by-Floh, Paderborn, GermanyBooks-by-Floh
AbeBooks seller since March 13, 2026
Condition: New
£ 93.87
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Add to basketItem description from seller
Neuware -Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The third edition of this popular guide expands its practical foundations in R and Python into the modern AI toolkit, with new chapters on neural networks, deep learning, and large language models. Generative AI is integrated throughout, showing how tools such as ChatGPT, Claude, and Gemini work, and how they can support real-world statistical workflows. This book highlights concepts that matter most when working with data, building predictive models, and deploying AI responsibly. If you're comfortable with R or Python and have had some exposure to basic statistics, this concise reference will boost your statistical literacy, your understanding of how AI works, and your confidence in real-world data science and AI projects. - Conduct exploratory analysis of data to improve quality and model outcomes - Apply sampling and experimental design to reduce bias and answer questions with clarity - Use regression to understand data-generating processes and detect anomalies - Build predictive models using classification, clustering, and unsupervised learning with unbalanced data 400 pp. Englisch.…
Seller Inventory # 9798341666283
- Title
- AI-Assisted Statistics for Data Scientists
- Author
- Peter Bruce
- Publisher
- O'reilly Media Sep 2026
- Publication year
- 2026
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 13
- 9798341666283
- Edition
- 3rd Edition
- Item weight
- 894 grams
- Dimensions
- 236x181x30 mm
Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The third edition of this popular guide expands its practical foundations in R and Python into the modern AI toolkit, with new chapters on neural networks, deep learning, and large language models. Generative AI is integrated throughout, showing how tools such as ChatGPT, Claude, and Gemini work, and how they can support real-world statistical workflows.
This book highlights concepts that matter most when working with data, building predictive models, and deploying AI responsibly. If you're comfortable with R or Python and have had some exposure to basic statistics, this concise reference will boost your statistical literacy, your understanding of how AI works, and your confidence in real-world data science and AI projects.
- Conduct exploratory analysis of data to improve quality and model outcomes
- Apply sampling and experimental design to reduce bias and answer questions with clarity
- Use regression to understand data-generating processes and detect anomalies
- Build predictive models using classification, clustering, and unsupervised learning with unbalanced data
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
Books-by-Floh
Paderborn, Germany
AbeBooks seller since March 13, 2026
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Books-by-Floh steht für ein breites, kuratiertes Buchsortiment aus einer Hand. Unser Fokus liegt auf Qualität, Vielfalt und zuverlässiger Abwicklung.
Wir führen Romane, Krimis, Thriller, Liebesromane, Lyrik, Anthologien, Mythologie, Fachbücher sowie Werke der Gegenwartsliteratur – für Leserinnen und Leser mit Anspruch.
Alle Artikel werden ausschließlich aus Deutschland versendet. Das garantiert kurze Lieferzeiten, transparente Prozesse und einen verlässlichen Service.
Unser Anspruch: unkomplizierter Einkauf, Bücher, die man gerne liest – heute und morgen.
Books-by-Floh – Bücher. Klar. Verlässlich.
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