{"product_id":"peter-bruce-practical-statistics-for-data-scientists-paperback","title":"Practical Statistics for Data Scientists 50+ Essential Concepts Using R and Python Paperback By Peter Bruce Andrew Bruce Peter Gedeck","description":"Bridge the critical gap between traditional statistics and modern data science with Practical Statistics for Data Scientists. Written by Peter Bruce, Andrew Bruce, and Peter Gedeck, this authoritative guide covers over fifty essential statistical concepts tailored specifically for data science applications. Designed for data professionals, analysts, and students, the book teaches you how to properly apply statistical methods while avoiding common pitfalls and misuses. The second edition features comprehensive programming code examples implemented in both R and Python. Explore foundational and advanced topics including exploratory data analysis, data and sampling distributions, robust statistical experiments, A\/B testing, regression and prediction models, classification techniques like Naive Bayes and Logistic Regression, and statistical machine learning methods including Random Forests, Bagging, Boosting, clustering, and principal component analysis.","brand":"Unknown Brand","offers":[{"title":"Default Title","offer_id":42816547586128,"sku":"Dropy-149207294X","price":11979.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0589\/5431\/7904\/files\/81Sdk02bg_L._AC_SL1500.jpg?v=1785826895","url":"https:\/\/dropy.in\/products\/peter-bruce-practical-statistics-for-data-scientists-paperback","provider":"Dropy India","version":"1.0","type":"link"}