{"id":2093,"date":"2022-12-27T07:26:05","date_gmt":"2022-12-27T07:26:05","guid":{"rendered":"https:\/\/pickl.ai\/blog\/?p=2093"},"modified":"2025-05-21T14:58:07","modified_gmt":"2025-05-21T09:28:07","slug":"10-best-statistics-books-for-data-science","status":"publish","type":"post","link":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/","title":{"rendered":"Best Statistics Books for Data Science"},"content":{"rendered":"<p><b>Summary : <\/b><span style=\"font-weight: 400;\">Demystify statistics for Data Science! This curated list explores 10 best books for beginners and experienced learners alike. Dive into classics like &#8220;Naked Statistics&#8221; or unveil the secrets of &#8220;Think Stats&#8221; by Allen B. Downey. Grasp essential concepts from practical applications to statistical learning with R.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Introduction\" >Introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Top_10_Statistics_Books_for_Data_Science\" >Top 10 Statistics Books for Data Science\u00a0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#How_to_Lie_with_Statistics_by_Darrel_Huff\" >How to Lie with Statistics by Darrel Huff<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Head_first_Statistics_A_Brain-Friendly_Guide_Book_by_Dawn_Griffiths\" >Head first Statistics: A Brain-Friendly Guide Book by Dawn Griffiths\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Think_Stats_by_Allen_B_Downey\" >Think Stats by Allen B. Downey\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#An_Introduction_To_Statistical_Learning_With_Applications_In_R_By_Gareth_James_Daniela_Witten_Trevor_Hastie_and_Robert_Tibshirani\" >An Introduction To Statistical Learning With Applications In R By Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Statistics_in_Plain_English_by_Timothy_C_Urdan\" >Statistics in Plain English by Timothy C. Urdan\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Naked_Statistics_Stripping_the_Dread_from_the_Data_%E2%80%93_By_Charles_Wheelan\" >Naked Statistics: Stripping the Dread from the Data \u2013 By Charles Wheelan\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Bayesian_Methods_For_Hackers_%E2%80%93_Probabilistic_Programming_and_Bayesian_Inference_By_Cameron_Davidson-Pilon\" >Bayesian Methods For Hackers \u2013 Probabilistic Programming and Bayesian Inference, By Cameron Davidson-Pilon\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Practical_Statistics_for_Data_Scientists_%E2%80%93_By_Peter_Bruce_and_Andrew_Bruce\" >Practical Statistics for Data Scientists \u2013 By Peter Bruce and Andrew Bruce\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Advanced_Engineering_Mathematics_by_Erwin_Kreyszig\" >Advanced Engineering Mathematics by Erwin Kreyszig\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Computer_Age_Statistical_Inference_by_Bradley_Efron_and_Trevor_Hastie\" >Computer Age Statistical Inference by Bradley Efron and Trevor Hastie\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Summing_it_up\" >Summing it up!!!\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Frequently_Asked_Questions\" >Frequently Asked Questions<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#What_is_my_Ideal_Starting_Point_if_Im_New_to_Statistics\" >What is my Ideal Starting Point if I&#8217;m New to Statistics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Are_There_Books_That_Focus_on_Applying_Statistics_to_Data_Science\" >Are There Books That Focus on Applying Statistics to Data Science?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#Can_I_Find_a_Book_That_Bridges_the_Gap_Between_Basic_Statistics_and_Data_Science\" >Can I Find a Book That Bridges the Gap Between Basic Statistics and Data Science?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 id=\"introduction\"><span class=\"ez-toc-section\" id=\"Introduction\"><\/span><b>Introduction<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">If you\u2019re an aspiring Data Scientist, you would want to acquire statistical knowledge from the best authors and statisticians. For this, you need to study and take guidance from books which are the best in the market that would ensure your technical skill development. Thankfully, there is not just one book that can be called the best.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Learning from multiple books would help you gain knowledge on statistical methods based on the proficiency of different authors. If you\u2019re a <\/span><span style=\"font-weight: 400;\">beginner level Data Scientist<\/span><span style=\"font-weight: 400;\"> or someone who is on the way to become a Data Scientist, there are some of the best Data Science Statistics books for beginners that this blog would review.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For those at the advanced level, you would find this blog post put forward some of the best Data Science top books for experts. Let\u2019s get started!\u00a0<\/span><\/p>\n<h2 id=\"top-10-statistics-books-for-data-science\"><span class=\"ez-toc-section\" id=\"Top_10_Statistics_Books_for_Data_Science\"><\/span><b>Top 10 Statistics Books for Data Science\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Following are the top 10 statistics books for Data Science including Data Science books for beginners and experts:\u00a0\u00a0<\/span><\/p>\n<h3 id=\"how-to-lie-with-statistics-by-darrel-huff\"><span class=\"ez-toc-section\" id=\"How_to_Lie_with_Statistics_by_Darrel_Huff\"><\/span><b>How to Lie with Statistics by Darrel Huff<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">One of the most influential books today, How to Lie with Statistics, would provide you with great knowledge on using different statistical methods in your daily life. The book presents the different concepts in layman terms and ensures that as a beginner, you\u2019re able to understand and use the formulas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This book divided into two sections whereby the first section includes the methods through which you can make statistical claims; the second section includes the technical aspects including mathematical concepts and theories using statistics and probability.\u00a0<\/span><\/p>\n<p><b>Buy it Here<\/b><span style=\"font-weight: 400;\">: <\/span><a href=\"https:\/\/www.amazon.com\/How-Lie-Statistics-Darrell-Huff\/dp\/0393310728\"><span style=\"font-weight: 400;\">https:\/\/www.amazon.com\/How-Lie-Statistics-Darrell-Huff\/dp\/0393310728<\/span><\/a><\/p>\n<h3 id=\"head-first-statistics-a-brain-friendly-guide-book-by-dawn-griffiths\"><span class=\"ez-toc-section\" id=\"Head_first_Statistics_A_Brain-Friendly_Guide_Book_by_Dawn_Griffiths\"><\/span><b>Head first Statistics: A Brain-Friendly Guide Book by Dawn Griffiths\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If you\u2019re a Data Science beginner and want to understand the basics of Statistics, Head Forst Statistics: A Brain Friendly Guide Book is the best one for you. You would become proficient in decision-making abilities and showcase your skills as an efficient Data Scientist.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Though this is a guide suitable for beginners, you need to have a background in statistics to typically understand the concepts of Statistics.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Griffiths has ensured to include examples which comply around everyday life and includes topics like probability, population sampling, hypothesis testing, etc.\u00a0<\/span><\/p>\n<p><b>Buy it Here<\/b><span style=\"font-weight: 400;\">:<a href=\"https:\/\/www.amazon.in\/First-Statistics-Brain-Friendly-Guide\/dp\/0596527586\"> https:\/\/www.amazon.in\/First-Statistics-Brain-Friendly-Guide\/dp\/0596527586<\/a><\/span><\/p>\n<h3 id=\"think-stats-by-allen-b-downey\"><span class=\"ez-toc-section\" id=\"Think_Stats_by_Allen_B_Downey\"><\/span><b>Think Stats by Allen B. Downey\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">This book by Allen B. Downey is one of the most simple and easy-to-understand book on Statistics. Downey includes crucial statistical concepts and methods and explains them using examples which are simple to understand and evaluate as well. M<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Moreover, the book is curated in a manner that even a high school graduate can understand the concepts. This implies that even a beginner in Data Science without much technical background might be able to study the book and develop statistical knowledge.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Starting from the basic level topics of multiplication, addition, etc to that of core concepts like probability and sampling, the book covers it all. The book also contains practice exercises using which you would be able to ensure your skill development in statistical analysis.<br \/>\n<b><br \/>\nBuy it Here<\/b>:<a href=\"https:\/\/www.amazon.in\/Think-Stats-Allen-B-Downey\/dp\/9351108562\"> https:\/\/www.amazon.in\/Think-Stats-Allen-B-Downey\/dp\/9351108562<\/a><br \/>\n<\/span><\/p>\n<h3 id=\"an-introduction-to-statistical-learning-with-applications-in-r-by-gareth-james-daniela-witten-trevor-hastie-and-robert-tibshirani\"><span class=\"ez-toc-section\" id=\"An_Introduction_To_Statistical_Learning_With_Applications_In_R_By_Gareth_James_Daniela_Witten_Trevor_Hastie_and_Robert_Tibshirani\"><\/span><b>An Introduction To Statistical Learning With Applications In R By Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">One of the best Data Science books for beginners, Statistical Learning with Applications in R can identified to be a crucial book which includes core concepts in Statitiscs. Several modern techniques in Machine Learning have included within the book along with sequential decision-making as an important topic in the book.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">From clustering and regression to Bayesian concepts, you would be able to learn and understand all the core and advanced concepts of Statistics from this book. If you\u2019re a Machine Learning enthusiast with statistical skills but you want to develop your knowledge on programming languages, this is the right book for you.<\/span><\/p>\n<p><b>Buy it Here: <\/b><a href=\"https:\/\/www.amazon.in\/Introduction-Statistical-Learning-Applications-Statistics-ebook\/dp\/B01IBM7790\">https:\/\/www.amazon.in\/Introduction-Statistical-Learning-Applications-Statistics-ebook\/dp\/B01IBM7790<\/a><\/p>\n<h3 id=\"statistics-in-plain-english-by-timothy-c-urdan\"><span class=\"ez-toc-section\" id=\"Statistics_in_Plain_English_by_Timothy_C_Urdan\"><\/span><b>Statistics in Plain English by Timothy C. Urdan\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">This is one of the best Data Science books for beginners by Timothy C. Urdan which is basically a beginner\u2019s guide to statistical learning. You find the basic level concepts to a mid-level advanced concepts that have been explained in simple terms and explained with real life situations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Timothy has been able to include with the conceptual ideas a glossary of exercises, resources as well as the solved exercises for you to study and learn. The topics included within this book are simple topics like mean, median, mode to complex topics like probability, and population sampling.\u00a0<\/span><\/p>\n<p><b>Buy it Here:<\/b><a href=\"https:\/\/www.amazon.in\/Statistics-Plain-English-Timothy-Urdan\/dp\/1138838349\"><span style=\"font-weight: 400;\"> https:\/\/www.amazon.in\/Statistics-Plain-English-Timothy-Urdan\/dp\/1138838349<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Also Find <\/span><a href=\"https:\/\/pickl.ai\/blog\/best-books-to-learn-machine-learning-for-beginners-and-experts\/\"><span style=\"font-weight: 400;\">Best Books To Learn Machine Learning For Beginners And Experts<\/span><\/a><\/p>\n<h3 id=\"naked-statistics-stripping-the-dread-from-the-data-by-charles-wheelan\"><span class=\"ez-toc-section\" id=\"Naked_Statistics_Stripping_the_Dread_from_the_Data_%E2%80%93_By_Charles_Wheelan\"><\/span><b>Naked Statistics: Stripping the Dread from the Data \u2013 By Charles Wheelan\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Naked Statistics is the book by Wheelan which provides you with a learning pattern whereby you learn to endure statistical analysis based on intuition rather than focusing on mathematical theories. The book covers critical concepts like regression, inference, correlation, etc although the book is far away from minute technicalities.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The book is for <\/span><span style=\"font-weight: 400;\">advanced level Data Science students<\/span><span style=\"font-weight: 400;\"> and aspirants in the field to make them understand Statistical analysis based on intuitive evaluations. Wheelan believed that while mathematical theories are extremely important in Data Science, it is also important to have minute knowledge on making use of statistical tools effectively.\u00a0<\/span><\/p>\n<p><b>Buy it Here:<\/b><a href=\"https:\/\/www.amazon.in\/Naked-Statistics-Stripping-Dread-Data\/dp\/039334777X\"><span style=\"font-weight: 400;\"> https:\/\/www.amazon.in\/Naked-Statistics-Stripping-Dread-Data\/dp\/039334777X<\/span><\/a><\/p>\n<h3 id=\"bayesian-methods-for-hackers-probabilistic-programming-and-bayesian-inference-by-cameron-davidson-pilon\"><span class=\"ez-toc-section\" id=\"Bayesian_Methods_For_Hackers_%E2%80%93_Probabilistic_Programming_and_Bayesian_Inference_By_Cameron_Davidson-Pilon\"><\/span><b>Bayesian Methods For Hackers \u2013 Probabilistic Programming and Bayesian Inference, By Cameron Davidson-Pilon\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">This book is one of the most complex and conceptual books by Davidson-Pilon whereby it includes Bayesian Methods for conducting complex mathematical analysis. You would be able to learn probabilistic programming using different statistical and programming tools including PyMC Language and NumPy, Scifi and other Python tools.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This book is aimed at improving the knowledge and concepts of Bayesian methods of Statistical and probabilistic programming. However, you need to have efficient statistical knowledge in order to learn the methods of Bayesian.\u00a0<\/span><\/p>\n<p><b>Buy it Here:<\/b> <a href=\"https:\/\/www.amazon.in\/Bayesian-Methods-Hackers-Probabilistic-Addison-Wesley\/dp\/0133902838\"><span style=\"font-weight: 400;\">https:\/\/www.amazon.in\/Bayesian-Methods-Hackers-Probabilistic-Addison-Wesley\/dp\/0133902838<\/span><\/a><\/p>\n<h3 id=\"practical-statistics-for-data-scientists-by-peter-bruce-and-andrew-bruce\"><span class=\"ez-toc-section\" id=\"Practical_Statistics_for_Data_Scientists_%E2%80%93_By_Peter_Bruce_and_Andrew_Bruce\"><\/span><b>Practical Statistics for Data Scientists \u2013 By Peter Bruce and Andrew Bruce\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">This book by Peter and Andrew Bruce is based on conducting statistical analysis based on the programming languages. If you are proficient in the R programming language, that can be considered more beneficial than someone who has no knowledge in programming.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The book contains concepts of Data Science related to practical based statistics and includes topics of data structures, descriptive analysis, regression analysis, probability and sampling aspects. Inference related statistical evaluations are also present in order to learn through a complex set of procedures thus, enabling an advanced level learning.\u00a0<\/span><\/p>\n<p><b>Buy it Here: <\/b><a href=\"https:\/\/www.amazon.in\/Practical-Statistics-Data-Scientists-Essential\/dp\/8194435005\"><span style=\"font-weight: 400;\">https:\/\/www.amazon.in\/Practical-Statistics-Data-Scientists-Essential\/dp\/8194435005<\/span><\/a><\/p>\n<h3 id=\"advanced-engineering-mathematics-by-erwin-kreyszig\"><span class=\"ez-toc-section\" id=\"Advanced_Engineering_Mathematics_by_Erwin_Kreyszig\"><\/span><b>Advanced Engineering Mathematics by Erwin Kreyszig\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">As the name of the book suggests, this is specifically for students of Advanced Engineering and applied mathematics. This book contains topics which are related to inference, mathematical calculations including calculus, vector, tensor, differential equations, partial differential equations, linear models, etc.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0Kreyszig with this book has been able to focus on the practical implementation of mathematics and engineering in society. This book is especially beneficial for those of who are pursuing graduation or might interested in the Data Science or Data Engineering field.\u00a0<\/span><\/p>\n<p><b>Buy it Here:<\/b> <a href=\"https:\/\/www.amazon.in\/Advanced-Engineering-Mathematics-Erwin-Kreyszig\/dp\/0470458364\"><span style=\"font-weight: 400;\">https:\/\/www.amazon.in\/Advanced-Engineering-Mathematics-Erwin-Kreyszig\/dp\/0470458364<\/span><\/a><\/p>\n<h3 id=\"computer-age-statistical-inference-by-bradley-efron-and-trevor-hastie\"><span class=\"ez-toc-section\" id=\"Computer_Age_Statistical_Inference_by_Bradley_Efron_and_Trevor_Hastie\"><\/span><b>Computer Age Statistical Inference by Bradley Efron and Trevor Hastie\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If you are a Data Scientist who is keen on gaining knowledge regarding the theory behind Machine Learning and statistical inference, then this is the book meant for you.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You might be able to find certain real-life examples on the theories of Statistical Inference that have been applied through the book and have been presented in terms of practical experiences.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Introduction to statistical inference, regression analysis and models, logistic regression models, etc are focused within the book that would guide one to become a proficient Data Scientist.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The book also includes clear evaluation on the classification of Bayesian Models thus, providing an advanced level of statistical inference theories for you.<\/span><\/p>\n<p><b>Buy it Here:<\/b><a href=\"https:\/\/www.amazon.in\/Computer-Age-Statistical-Inference-Mathematical-ebook\/dp\/B01L27MR64\"><span style=\"font-weight: 400;\"> https:\/\/www.amazon.in\/Computer-Age-Statistical-Inference-Mathematical-ebook\/dp\/B01L27MR64<\/span><\/a><\/p>\n<p><b>If you are interested check out: <\/b><a href=\"https:\/\/pickl.ai\/blog\/data-science-course-syllabus-beginners-course-curriculum\/\"><span style=\"font-weight: 400;\">Data Science Course Syllabus Beginners \u2013 Course Curriculum<\/span><\/a><\/p>\n<h2 id=\"summing-it-up\"><span class=\"ez-toc-section\" id=\"Summing_it_up\"><\/span><b>Summing it up!!!\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Hence, from the above post it can be found that these top Data Science Books for Statistics can help you further your knowledge on the subject area. If you are a beginner, the first five books can be highly helpful for you to gain basic level knowledge on probability and sampling.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For advanced level learning and knowledge, you would need to have prior knowledge of statistics, mathematics and even programming languages to understand the conceptual ideas formulated through these books.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Additionally, you might want to consider undertaking a professional course of Data Science online, for which Pickl.AI might be of greater help.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pickl.AI\u2019s Data Science course for Professionals and <\/span><span style=\"font-weight: 400;\">Data Science Job Guarantee Program<\/span><span style=\"font-weight: 400;\">, ensures that you learn from the basic level of Data Science concepts to those of advanced level under the guidance of expert in-house Data Scientists.<\/span><\/p>\n<h2 id=\"frequently-asked-questions\"><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions\"><\/span><b>Frequently Asked Questions<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"what-is-my-ideal-starting-point-if-im-new-to-statistics\"><span class=\"ez-toc-section\" id=\"What_is_my_Ideal_Starting_Point_if_Im_New_to_Statistics\"><\/span><b>What is my Ideal Starting Point if I&#8217;m New to Statistics?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If you&#8217;re a beginner, consider books like &#8220;Naked Statistics&#8221; by Charles Wheelan or &#8220;Head First Statistics&#8221; by Dawn Griffiths. These titles offer a user-friendly approach to core concepts, often using real-world examples to make statistics relatable and engaging.<\/span><\/p>\n<h3 id=\"are-there-books-that-focus-on-applying-statistics-to-data-science\"><span class=\"ez-toc-section\" id=\"Are_There_Books_That_Focus_on_Applying_Statistics_to_Data_Science\"><\/span><b>Are There Books That Focus on Applying Statistics to Data Science?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Absolutely! Titles like &#8220;Practical Statistics for Data Scientists&#8221; by Peter Bruce and Andrew Bruce or &#8220;An Introduction to Statistical Learning with Applications in R&#8221; by Gareth James et al. delve deeper into statistical methods specifically used in the Data Science field. These books often explore how to implement these techniques using popular programming languages like R.<\/span><\/p>\n<h3 id=\"can-i-find-a-book-that-bridges-the-gap-between-basic-statistics-and-data-science\"><span class=\"ez-toc-section\" id=\"Can_I_Find_a_Book_That_Bridges_the_Gap_Between_Basic_Statistics_and_Data_Science\"><\/span><b>Can I Find a Book That Bridges the Gap Between Basic Statistics and Data Science?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Yes, there are books that bridge the gap between foundational concepts and practical applications. &#8220;Think Stats&#8221; by Allen B. Downey is a great example. It uses Python to explain statistical methods in a clear and engaging way, making it ideal for those who want to transition from the basics to Data Science applications.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"Boost your Data Science skills! Top 10 statistics books to launch your learning.\u00a0\n","protected":false},"author":9,"featured_media":10897,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[82,46],"tags":[497,502,499,500,501,498],"ppma_author":[2170,2178],"class_list":{"0":"post-2093","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-career-path","8":"category-data-science","9":"tag-best-book-for-statistics-for-data-science","10":"tag-best-data-science-course-in-india","11":"tag-best-statistics-books-for-data-science-beginners","12":"tag-data-science-books-for-beginners","13":"tag-data-science-books-for-experts","14":"tag-top-statistics-books-for-data-science"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Top 10 Statistics Books for Data Science<\/title>\n<meta name=\"description\" content=\"Looking to improve your data science skills? Check out our list of the Best Statistics Books for Data Science.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Statistics Books for Data Science\" \/>\n<meta property=\"og:description\" content=\"Looking to improve your data science skills? Check out our list of the Best Statistics Books for Data Science.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/\" \/>\n<meta property=\"og:site_name\" content=\"Pickl.AI\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-27T07:26:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-21T09:28:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/image1-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Asmita Kar, Rahul Kumar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Asmita Kar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/\"},\"author\":{\"name\":\"Asmita Kar\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#\\\/schema\\\/person\\\/deb3008b208be14f6776365a3e3bdbf9\"},\"headline\":\"Best Statistics Books for Data Science\",\"datePublished\":\"2022-12-27T07:26:05+00:00\",\"dateModified\":\"2025-05-21T09:28:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/\"},\"wordCount\":1739,\"image\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/image1-2.jpg\",\"keywords\":[\"best book for statistics for data science\",\"best data science course in India\",\"best statistics books for data science beginners\",\"Data Science Books for Beginners\",\"Data Science Books for Experts\",\"Top Statistics Books for Data Science\"],\"articleSection\":[\"Career Path\",\"Data Science\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/\",\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/\",\"name\":\"Top 10 Statistics Books for Data Science\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/image1-2.jpg\",\"datePublished\":\"2022-12-27T07:26:05+00:00\",\"dateModified\":\"2025-05-21T09:28:07+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#\\\/schema\\\/person\\\/deb3008b208be14f6776365a3e3bdbf9\"},\"description\":\"Looking to improve your data science skills? Check out our list of the Best Statistics Books for Data Science.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/image1-2.jpg\",\"contentUrl\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/image1-2.jpg\",\"width\":1200,\"height\":628,\"caption\":\"STASTICS BOOKS FOR DATA SCIENCE\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/10-best-statistics-books-for-data-science\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Science\",\"item\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/category\\\/data-science\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Best Statistics Books for Data Science\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/\",\"name\":\"Pickl.AI\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#\\\/schema\\\/person\\\/deb3008b208be14f6776365a3e3bdbf9\",\"name\":\"Asmita Kar\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/avatar_user_9_1665051800-96x96.jpg5d1d3dbab09efb0bbc94498e4de47251\",\"url\":\"https:\\\/\\\/pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/avatar_user_9_1665051800-96x96.jpg\",\"contentUrl\":\"https:\\\/\\\/pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/avatar_user_9_1665051800-96x96.jpg\",\"caption\":\"Asmita Kar\"},\"description\":\"I am a Senior Content Writer working with Pickl.AI. I am a passionate writer, an ardent learner and a dedicated individual. With around 3years of experience in writing, I have developed the knack of using words with a creative flow. Writing motivates me to conduct research and inspires me to intertwine words that are able to lure my audience in reading my work. My biggest motivation in life is my mother who constantly pushes me to do better in life. Apart from writing, Indian Mythology is my area of passion about which I am constantly on the path of learning more.\",\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/author\\\/asmitakar\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Top 10 Statistics Books for Data Science","description":"Looking to improve your data science skills? Check out our list of the Best Statistics Books for Data Science.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/","og_locale":"en_US","og_type":"article","og_title":"Best Statistics Books for Data Science","og_description":"Looking to improve your data science skills? Check out our list of the Best Statistics Books for Data Science.","og_url":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/","og_site_name":"Pickl.AI","article_published_time":"2022-12-27T07:26:05+00:00","article_modified_time":"2025-05-21T09:28:07+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/image1-2.jpg","type":"image\/jpeg"}],"author":"Asmita Kar, Rahul Kumar","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Asmita Kar","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#article","isPartOf":{"@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/"},"author":{"name":"Asmita Kar","@id":"https:\/\/www.pickl.ai\/blog\/#\/schema\/person\/deb3008b208be14f6776365a3e3bdbf9"},"headline":"Best Statistics Books for Data Science","datePublished":"2022-12-27T07:26:05+00:00","dateModified":"2025-05-21T09:28:07+00:00","mainEntityOfPage":{"@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/"},"wordCount":1739,"image":{"@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#primaryimage"},"thumbnailUrl":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/image1-2.jpg","keywords":["best book for statistics for data science","best data science course in India","best statistics books for data science beginners","Data Science Books for Beginners","Data Science Books for Experts","Top Statistics Books for Data Science"],"articleSection":["Career Path","Data Science"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/","url":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/","name":"Top 10 Statistics Books for Data Science","isPartOf":{"@id":"https:\/\/www.pickl.ai\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#primaryimage"},"image":{"@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#primaryimage"},"thumbnailUrl":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/image1-2.jpg","datePublished":"2022-12-27T07:26:05+00:00","dateModified":"2025-05-21T09:28:07+00:00","author":{"@id":"https:\/\/www.pickl.ai\/blog\/#\/schema\/person\/deb3008b208be14f6776365a3e3bdbf9"},"description":"Looking to improve your data science skills? Check out our list of the Best Statistics Books for Data Science.","breadcrumb":{"@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#primaryimage","url":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/image1-2.jpg","contentUrl":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/image1-2.jpg","width":1200,"height":628,"caption":"STASTICS BOOKS FOR DATA SCIENCE"},{"@type":"BreadcrumbList","@id":"https:\/\/www.pickl.ai\/blog\/10-best-statistics-books-for-data-science\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.pickl.ai\/blog\/"},{"@type":"ListItem","position":2,"name":"Data Science","item":"https:\/\/www.pickl.ai\/blog\/category\/data-science\/"},{"@type":"ListItem","position":3,"name":"Best Statistics Books for Data Science"}]},{"@type":"WebSite","@id":"https:\/\/www.pickl.ai\/blog\/#website","url":"https:\/\/www.pickl.ai\/blog\/","name":"Pickl.AI","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.pickl.ai\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.pickl.ai\/blog\/#\/schema\/person\/deb3008b208be14f6776365a3e3bdbf9","name":"Asmita Kar","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/avatar_user_9_1665051800-96x96.jpg5d1d3dbab09efb0bbc94498e4de47251","url":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/avatar_user_9_1665051800-96x96.jpg","contentUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/avatar_user_9_1665051800-96x96.jpg","caption":"Asmita Kar"},"description":"I am a Senior Content Writer working with Pickl.AI. I am a passionate writer, an ardent learner and a dedicated individual. With around 3years of experience in writing, I have developed the knack of using words with a creative flow. Writing motivates me to conduct research and inspires me to intertwine words that are able to lure my audience in reading my work. My biggest motivation in life is my mother who constantly pushes me to do better in life. Apart from writing, Indian Mythology is my area of passion about which I am constantly on the path of learning more.","url":"https:\/\/www.pickl.ai\/blog\/author\/asmitakar\/"}]}},"jetpack_featured_media_url":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/image1-2.jpg","authors":[{"term_id":2170,"user_id":9,"is_guest":0,"slug":"asmitakar","display_name":"Asmita Kar","avatar_url":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/avatar_user_9_1665051800-96x96.jpg","first_name":"Asmita","user_url":"","last_name":"Kar","description":"I am a Senior Content Writer working with Pickl.AI. I am a passionate writer, an ardent learner and a dedicated individual. With around 3years of experience in writing, I have developed the knack of using words with a creative flow. Writing motivates me to conduct research and inspires me to intertwine words that are able to lure my audience in reading my work. My biggest motivation in life is my mother who constantly pushes me to do better in life. Apart from writing, Indian Mythology is my area of passion about which I am constantly on the path of learning more."},{"term_id":2178,"user_id":13,"is_guest":0,"slug":"rahulkumar","display_name":"Rahul Kumar","avatar_url":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/03\/avatar_user_13_1677733335-96x96.png","first_name":"Rahul","user_url":"","last_name":"Kumar","description":"I am Rahul Kumar final year student at NIT Jamshedpur currently working as Data Science Intern. I am dedicated individual with a knack of learning new things."}],"_links":{"self":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/posts\/2093","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/comments?post=2093"}],"version-history":[{"count":10,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/posts\/2093\/revisions"}],"predecessor-version":[{"id":22905,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/posts\/2093\/revisions\/22905"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/media\/10897"}],"wp:attachment":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/media?parent=2093"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/categories?post=2093"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/tags?post=2093"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/ppma_author?post=2093"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}