{"product_id":"ai-assisted-statistics-for-data-scientists-50-essential-concepts-using-r-and-python-9798341666283","title":"Ai-Assisted Statistics for Data Scientists: 50+ Essential Concepts Using R and Python","description":"\u003cp\u003eStatistical 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.\u003c\/p\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eConduct exploratory analysis of data to improve quality and model outcomes\u003c\/li\u003e \u003cli\u003eApply sampling and experimental design to reduce bias and answer questions with clarity\u003c\/li\u003e \u003cli\u003eUse regression to understand data-generating processes and detect anomalies\u003c\/li\u003e \u003cli\u003eBuild predictive models using classification, clustering, and unsupervised learning with unbalanced data\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/28\/2026\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9798341666283\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 519\u003c\/ul\u003e","brand":"Peter Bruce,Andrew Bruce,Peter Gedeck","offers":[{"title":"Default Title","offer_id":52604501852341,"sku":"9798341666283","price":67.99,"currency_code":"USD","in_stock":false}],"url":"https:\/\/pastforward.org\/products\/ai-assisted-statistics-for-data-scientists-50-essential-concepts-using-r-and-python-9798341666283","provider":"Past Forward","version":"1.0","type":"link"}