{"id":250864,"date":"2026-07-10T03:33:59","date_gmt":"2026-07-10T00:33:59","guid":{"rendered":"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/"},"modified":"2026-07-10T03:33:59","modified_gmt":"2026-07-10T00:33:59","slug":"introduction-to-postgresql-for-the-data-practitioner-pdf","status":"publish","type":"post","link":"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/","title":{"rendered":"Introduction to PostgreSQL for the Data Practitioner PDF"},"content":{"rendered":"<div style=\"text-align:center; margin-bottom:30px;\">\n    <img decoding=\"async\" src=\"https:\/\/1kitap1.com\/en\/wp-content\/uploads\/2026\/07\/temp_Introduction_to_PostgreSQL_for_the_data_-_Ryan_Booz-1kitap1.com_.jpg\" alt=\"Introduction to PostgreSQL for the Data Practitioner PDF Download\" style=\"max-width:300px; height:auto; border-radius:10px; box-shadow:0 10px 30px rgba(0,0,0,0.1);\" \/>\n<\/div>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 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:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Introduction_to_PostgreSQL_for_the_Data_Practitioner_Book_Summary_Review\" >Introduction to PostgreSQL for the Data Practitioner Book Summary &#038; Review<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Quick_Summary\" >Quick Summary<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Book_Topic_and_Premise\" >Book Topic and Premise<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Detailed_Plot_Summary\" >Detailed Plot &#038; Summary<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Critical_Review_and_Analysis\" >Critical Review and Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Main_Themes_Motifs\" >Main Themes &#038; Motifs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Who_Should_Read_This_Book\" >Who Should Read This Book?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Why_You_Should_Read_It\" >Why You Should Read It<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Key_Takeaways_What_You_Will_Learn\" >Key Takeaways &#038; What You Will Learn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Technical_Bibliographic_Details\" >Technical &#038; Bibliographic Details<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#Frequently_Asked_Questions_FAQ\" >Frequently Asked Questions (FAQ)<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/1kitap1.com\/en\/introduction-to-postgresql-for-the-data-practitioner-pdf\/#PDF_Download_Section\" >PDF Download Section<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Introduction_to_PostgreSQL_for_the_Data_Practitioner_Book_Summary_Review\"><\/span>Introduction to PostgreSQL for the Data Practitioner Book Summary &#038; Review<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Quick_Summary\"><\/span>Quick Summary<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><em>A practical tech manual guiding data analysts and scientists through the advanced architectural features and query systems of PostgreSQL.<\/em><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Book_Topic_and_Premise\"><\/span>Book Topic and Premise<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Why does a carefully crafted data pipeline suddenly crawl to a halt when confronted with millions of real-time rows? In Introduction to PostgreSQL for the Data Practitioner, developer advocate Ryan Booz answers this foundational scaling dilemma by offering an insider&#8217;s look at the open-source Postgres database engine. This text is explicitly written for data scientists who need to move beyond simple queries and master backend database architecture.<\/p>\n<p>Working with the code blocks in this clean PDF version lets engineers learn query optimization directly on their local machines. Booz avoids generic database theory, choosing instead to explain the actual storage mechanics behind MVCC (Multi-Version Concurrency Control) and index lookups. The guide shows you exactly how to read a query planner to eliminate slow database scans.<\/p>\n<p>Throughout these technical chapters, readers explore complex analytical window functions, time-series partitioning, and the powerful deployment of semi-structured JSONB columns. Reading this manual helps teams design databases that stay incredibly fast under heavy data analysis workloads. It stands as an essential technical narrative on efficiency, changing how data professionals interact with relational storage systems.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Detailed_Plot_Summary\"><\/span>Detailed Plot &#038; Summary<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Ryan Booz bypasses basic SQL tutorials to focus explicitly on what data practitioners need to optimize large-scale data systems. The book dives deep into the PostgreSQL engine, explaining index structures, query execution plans, and memory allocation. Booz walks readers through window functions, JSONB semi-structured storage, and geographic data handling using PostGIS. Advanced chapters cover data partitioning, replication, and performance tuning for heavy analytical workloads.<\/p>\n<div style=\"background-color:#fff3cd; padding:15px; border-left:4px solid #ffc107; margin:20px 0; border-radius:4px;\"><strong>\u270d\ufe0f Editor&#8217;s Note:<\/strong> An elite technical guide that transforms standard database users into performance-tuning experts capable of running intensive data pipelines.<\/div>\n<h3><span class=\"ez-toc-section\" id=\"Critical_Review_and_Analysis\"><\/span>Critical Review and Analysis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The focus on data analysis workflows rather than just app development makes this book highly unique. The explanation of the &#8216;EXPLAIN ANALYZE&#8217; command is worth the price alone. However, absolute beginners who don&#8217;t know basic SELECT syntax will find the learning curve too steep.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Main_Themes_Motifs\"><\/span>Main Themes &#038; Motifs<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Query Performance Tuning<\/li>\n<li>Indexing Strategies<\/li>\n<li>Relational Data Models<\/li>\n<li>JSONB Optimization<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Who_Should_Read_This_Book\"><\/span>Who Should Read This Book?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Data analysts, data engineers, backend developers, and data science students running into database scaling limitations.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Why_You_Should_Read_It\"><\/span>Why You Should Read It<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>It focuses purely on analytical data optimization, showing you how to wring every ounce of performance out of a PostgreSQL deployment.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Key_Takeaways_What_You_Will_Learn\"><\/span>Key Takeaways &#038; What You Will Learn<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>How to write highly efficient window functions, manage partitions for time-series datasets, and troubleshoot slow analytical queries using execution plans.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Technical_Bibliographic_Details\"><\/span>Technical &#038; Bibliographic Details<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table style=\"width:100%; border-collapse: collapse; margin-bottom: 20px;\">\n<tr>\n<td style=\"width:30%;\"><strong>\ud83d\udcd6 Title:<\/strong><\/td>\n<td>Introduction to PostgreSQL for the Data Practitioner<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udd0d Original Title:<\/strong><\/td>\n<td>Introduction to PostgreSQL for the Data Practitioner<\/td>\n<\/tr>\n<tr>\n<td><strong>\u270d\ufe0f Author:<\/strong><\/td>\n<td>Ryan Booz<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udde3\ufe0f Translator:<\/strong><\/td>\n<td>None<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83c\udfe2 Publisher:<\/strong><\/td>\n<td>Packt Publishing<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udcc5 Publication Year:<\/strong><\/td>\n<td>2023<\/td>\n<\/tr>\n<tr>\n<td><strong>\u23f3 First Published:<\/strong><\/td>\n<td>2023<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udd22 ISBN:<\/strong><\/td>\n<td>9781804616222<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udce6 Amazon ASIN:<\/strong><\/td>\n<td>B0BX9N96Y6<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udcc4 Total Pages:<\/strong><\/td>\n<td>348<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udcc1 Category:<\/strong><\/td>\n<td><a href=\"https:\/\/1kitap1.com\/en\/category\/computer-science\/\" style=\"color:#0088cc; text-decoration:underline; font-weight:500;\">Computer Science<\/a>, <a href=\"https:\/\/1kitap1.com\/en\/category\/databases\/\" style=\"color:#0088cc; text-decoration:underline; font-weight:500;\">Databases<\/a>, <a href=\"https:\/\/1kitap1.com\/en\/category\/data-analysis\/\" style=\"color:#0088cc; text-decoration:underline; font-weight:500;\">Data Analysis<\/a>, <a href=\"https:\/\/1kitap1.com\/en\/category\/software-engineering\/\" style=\"color:#0088cc; text-decoration:underline; font-weight:500;\">Software Engineering<\/a>, <a href=\"https:\/\/1kitap1.com\/en\/category\/english\/\" style=\"color:#0088cc; text-decoration:underline; font-weight:500;\">English<\/a><\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83c\udf0d Language:<\/strong><\/td>\n<td>English<\/td>\n<\/tr>\n<tr>\n<td><strong>\u2b50 Goodreads Rating:<\/strong><\/td>\n<td>4.40 \/ 5.0 (12 votes)<\/td>\n<\/tr>\n<tr>\n<td><strong>\u23f1\ufe0f Reading Time:<\/strong><\/td>\n<td>7 hours<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udcca Difficulty Level:<\/strong><\/td>\n<td>High<\/td>\n<\/tr>\n<tr>\n<td><strong>\u26d3\ufe0f Book Series:<\/strong><\/td>\n<td>None (Vol. None)<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83c\udfc6 Awards:<\/strong><\/td>\n<td>Highly Rated Technical Release by the Postgres Developer Community<\/td>\n<\/tr>\n<tr>\n<td><strong>\ud83d\udcda Similar Books:<\/strong><\/td>\n<td><a href=\"https:\/\/1kitap1.com\/en\/?s=Designing%20Data-Intensive%20Applications\" style=\"color:#0088cc; text-decoration:none;\">Designing Data-Intensive Applications<\/a>, <a href=\"https:\/\/1kitap1.com\/en\/?s=High%20Performance%20PostgreSQL\" style=\"color:#0088cc; text-decoration:none;\">High Performance PostgreSQL<\/a>, <a href=\"https:\/\/1kitap1.com\/en\/?s=Learning%20SQL\" style=\"color:#0088cc; text-decoration:none;\">Learning SQL<\/a><\/td>\n<\/tr>\n<\/table>\n<p style=\"color:#dc3545; font-size:14px;\">\u26a0\ufe0f <strong>Content Warnings:<\/strong> None<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions_FAQ\"><\/span>Frequently Asked Questions (FAQ)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div style=\"margin-bottom:15px; padding: 10px; background: #fafafa; border-radius: 4px;\"><strong>\u2753 Does Ryan Booz cover cloud implementations like AWS RDS Postgres?<\/strong><\/p>\n<p style=\"margin-top:5px; margin-bottom:0;\">The core concepts apply universally to cloud environments, though the text prioritizes the underlying open-source PostgreSQL engine mechanics.<\/p>\n<\/div>\n<div style=\"margin-bottom:15px; padding: 10px; background: #fafafa; border-radius: 4px;\"><strong>\u2753 Is this a suitable guide for a total SQL beginner?<\/strong><\/p>\n<p style=\"margin-top:5px; margin-bottom:0;\">No, this manual assumes you already understand basic CRUD operations and database tables, focusing instead on optimization and advanced engineering.<\/p>\n<\/div>\n<div style=\"margin-bottom:15px; padding: 10px; background: #fafafa; border-radius: 4px;\"><strong>\u2753 What unique data features are explored in this text?<\/strong><\/p>\n<p style=\"margin-top:5px; margin-bottom:0;\">The book places massive emphasis on window functions, relational partitioning, time-series datasets, and semi-structured JSONB storage paradigms.<\/p>\n<\/div>\n<div style=\"margin-bottom:15px; padding: 10px; background: #fafafa; border-radius: 4px;\"><strong>\u2753 Are database administration topics covered?<\/strong><\/p>\n<p style=\"margin-top:5px; margin-bottom:0;\">Only as they relate to performance optimization, memory configurations, and indexing strategies for data practitioners, rather than full network security administration.<\/p>\n<\/div>\n<div style=\"margin-bottom:15px; padding: 10px; background: #fafafa; border-radius: 4px;\"><strong>\u2753 What command line tools are utilized in the manual?<\/strong><\/p>\n<p style=\"margin-top:5px; margin-bottom:0;\">The text heavily utilizes standard psql terminal commands and execution analyzers like EXPLAIN and EXPLAIN ANALYZE.<\/p>\n<\/div>\n<div style=\"margin-bottom:15px; padding: 10px; background: #fafafa; border-radius: 4px;\"><strong>\u2753 Does it touch upon spatial data types?<\/strong><\/p>\n<p style=\"margin-top:5px; margin-bottom:0;\">Yes, it includes a brief, valuable introduction to geographic data structures and how extensions like PostGIS expand database capabilities.<\/p>\n<\/div>\n<div style=\"margin: 20px 0; padding: 15px; background-color: #f8f9fa; border-left: 4px solid #0088cc; border-radius: 4px;\">\n    <strong>\ud83d\udcda Recommended Category:<\/strong> Explore more in our <a href=\"https:\/\/1kitap1.com\/en\/category\/computer-science\/\" style=\"color:#0088cc; font-weight:bold; text-decoration:none;\">Computer Science<\/a> hub.\n<\/div>\n<h4><span class=\"ez-toc-section\" id=\"PDF_Download_Section\"><\/span>PDF Download Section<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<div class=\"wp-block-buttons is-content-justification-center\" style=\"margin: 20px 0 40px 0;\">\n<div class=\"wp-block-button is-style-fill\">\n        <a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/1kitap1.com\/en\/wp-content\/uploads\/2026\/07\/Introduction_to_PostgreSQL_for_the_data_-_Ryan_Booz-1kitap1.com_.pdf\" target=\"_blank\" rel=\"noopener\" style=\"padding: 20px 40px; font-size: 20px; font-weight: bold; color: #ffffff; background-color: #0088cc; border-radius: 5px; text-decoration: none; display: inline-block;\"><br \/>\n            \ud83d\udce5 Download Introduction to PostgreSQL for the Data Practitioner PDF (6.8 MB)<br \/>\n        <\/a>\n    <\/div>\n<\/div>\n<p><script type=\"application\/ld+json\">{\"@context\": \"https:\/\/schema.org\", \"@type\": \"Book\", \"name\": \"Introduction to PostgreSQL for the Data Practitioner\", \"author\": {\"@type\": \"Person\", \"name\": \"Ryan Booz\"}, \"description\": \"Introduction to PostgreSQL for the Data Practitioner by Ryan Booz PDF provides data specialists with advanced query optimization tactics.\", \"image\": \"https:\/\/1kitap1.com\/en\/wp-content\/uploads\/2026\/07\/temp_Introduction_to_PostgreSQL_for_the_data_-_Ryan_Booz-1kitap1.com_.jpg\", \"genre\": [\"Computer Science\", \"Databases\", \"Data Analysis\", \"Software Engineering\", \"English\"], \"inLanguage\": \"English\", \"isbn\": \"9781804616222\", \"numberOfPages\": 348, \"publisher\": {\"@type\": \"Organization\", \"name\": \"Packt Publishing\"}, \"aggregateRating\": {\"@type\": \"AggregateRating\", \"ratingValue\": \"4.40\", \"bestRating\": \"5\", \"worstRating\": \"1\", \"ratingCount\": \"12\"}}<\/script><\/p>\n<p><script type=\"application\/ld+json\">{\"@context\": \"https:\/\/schema.org\", \"@type\": \"FAQPage\", \"mainEntity\": [{\"@type\": \"Question\", \"name\": \"Does Ryan Booz cover cloud implementations like AWS RDS Postgres?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"The core concepts apply universally to cloud environments, though the text prioritizes the underlying open-source PostgreSQL engine mechanics.\"}}, {\"@type\": \"Question\", \"name\": \"Is this a suitable guide for a total SQL beginner?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"No, this manual assumes you already understand basic CRUD operations and database tables, focusing instead on optimization and advanced engineering.\"}}, {\"@type\": \"Question\", \"name\": \"What unique data features are explored in this text?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"The book places massive emphasis on window functions, relational partitioning, time-series datasets, and semi-structured JSONB storage paradigms.\"}}, {\"@type\": \"Question\", \"name\": \"Are database administration topics covered?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Only as they relate to performance optimization, memory configurations, and indexing strategies for data practitioners, rather than full network security administration.\"}}, {\"@type\": \"Question\", \"name\": \"What command line tools are utilized in the manual?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"The text heavily utilizes standard psql terminal commands and execution analyzers like EXPLAIN and EXPLAIN ANALYZE.\"}}, {\"@type\": \"Question\", \"name\": \"Does it touch upon spatial data types?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Yes, it includes a brief, valuable introduction to geographic data structures and how extensions like PostGIS expand database capabilities.\"}}]}<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction to PostgreSQL for the Data Practitioner Book Summary &#038; Review Quick Summary A practical tech manual guiding data analysts and scientists through the advanced architectural features and query systems of PostgreSQL. Book Topic and Premise Why does a carefully crafted data pipeline suddenly crawl to a halt when confronted with millions of real-time rows? [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":250863,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[846,11783,35650,8,1229],"tags":[54266],"class_list":["post-250864","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-computer-science","category-data-analysis","category-databases","category-english","category-software-engineering","tag-ryan-booz"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/posts\/250864","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/comments?post=250864"}],"version-history":[{"count":0,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/posts\/250864\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/media\/250863"}],"wp:attachment":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/media?parent=250864"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/categories?post=250864"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/tags?post=250864"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}