AI – Assisted Statistics for Data Scientists 50+ Essential Concepts Using R and Python, 3rd Edition | 9.32 MB
Title: AI – Assisted Statistics for Data Scientists 50+ Essential Concepts Using R and Python, 3rd Edition
Author: Peter Bruce, Andrew Bruce, and Peter Gedeck
Category: Business & Finance, Economics, Statistics, Nonfiction, Computers, Database Management, Data Processing, Science & Nature, Mathematics
Language: English | 912 Pages | ISBN: 9798341666269
Description:
Statistical methods are a key part of AI and data science, yet few data scientists have formal statistical training. 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.
Statistical methods are a key part of AI and data science, yet few data scientists have formal statistical training. 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.
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