{"id":12815,"date":"2026-03-09T11:56:57","date_gmt":"2026-03-09T06:26:57","guid":{"rendered":"https:\/\/lakshmishree.com\/blog\/?p=12815"},"modified":"2026-04-06T18:03:41","modified_gmt":"2026-04-06T12:33:41","slug":"choose-best-algo-trading-books","status":"publish","type":"post","link":"https:\/\/lakshmishree.com\/blog\/choose-best-algo-trading-books\/","title":{"rendered":"8 Best Algo Trading Books in 2026: From Basic Strategies to Quant Systems"},"content":{"rendered":"\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@graph\": [\n    {\n      \"@type\": \"FinancialService\",\n      \"@id\": \"https:\/\/lakshmishree.com\/#organization\",\n      \"name\": \"Lakshmishree Investment and Securities Limited\",\n      \"url\": \"https:\/\/lakshmishree.com\",\n      \"telephone\": \"+91-542-6600000\",\n      \"priceRange\": \"\u20b9\u20b9\",\n      \"image\": \"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/06\/Blog-Img-2025-06-06T171941.529.jpg\",\n      \"address\": {\n        \"@type\": \"PostalAddress\",\n        \"streetAddress\": \"Unit No. 401-404, 4th Floor, Signature Tower\",\n        \"addressLocality\": \"Varanasi\",\n        \"addressRegion\": \"UP\",\n        \"postalCode\": \"221010\",\n        \"addressCountry\": \"IN\"\n      },\n      \"aggregateRating\": {\n        \"@type\": \"AggregateRating\",\n        \"ratingValue\": \"4.9\",\n        \"reviewCount\": \"1248\",\n        \"bestRating\": \"5\",\n        \"worstRating\": \"1\"\n      },\n      \"sameAs\": [\n        \"https:\/\/www.facebook.com\/LakshmishreeInvestment\/\",\n        \"https:\/\/twitter.com\/Lakshmishree_\",\n        \"https:\/\/www.linkedin.com\/company\/lakshmishree\/\"\n      ]\n    },\n    {\n      \"@type\": \"Person\",\n      \"@id\": \"https:\/\/lakshmishree.com\/#person\/author\",\n      \"name\": \"Lakshmishree Research Team\",\n      \"url\": \"https:\/\/lakshmishree.com\/author\/research-team\/\",\n      \"jobTitle\": \"Quantitative Analyst\",\n      \"worksFor\": { \"@id\": \"https:\/\/lakshmishree.com\/#organization\" }\n    },\n    {\n      \"@type\": \"NewsArticle\",\n      \"@id\": \"https:\/\/lakshmishree.com\/blog\/best-algorithmic-trading-books#article\",\n      \"headline\": \"Best Algorithmic Trading Books 2026: Top Picks for Beginners & Pros\",\n      \"description\": \"Discover the best algorithmic trading books for 2026. From Ernie Chan's strategies to machine learning and Python coding for automated trading systems.\",\n      \"image\": \"https:\/\/lakshmishree.com\/wp-content\/uploads\/2026\/04\/best-algo-trading-books-featured.jpg\",\n      \"datePublished\": \"2026-04-06T10:00:00+05:30\",\n      \"dateModified\": \"2026-04-06T13:00:00+05:30\",\n      \"author\": { \"@id\": \"https:\/\/lakshmishree.com\/#person\/author\" },\n      \"publisher\": { \"@id\": \"https:\/\/lakshmishree.com\/#organization\" },\n      \"mainEntityOfPage\": { \"@id\": \"https:\/\/lakshmishree.com\/blog\/best-algorithmic-trading-books#webpage\" },\n      \"speakable\": {\n        \"@type\": \"SpeakableSpecification\",\n        \"cssSelector\": [\".entry-title\", \".lead-text\"]\n      },\n      \"about\": [\n        { \"@type\": \"Thing\", \"name\": \"Algorithmic Trading\", \"sameAs\": \"https:\/\/en.wikipedia.org\/wiki\/Algorithmic_trading\" },\n        { \"@type\": \"Thing\", \"name\": \"Quantitative Analysis\", \"sameAs\": \"https:\/\/en.wikipedia.org\/wiki\/Quantitative_analysis_(finance)\" }\n      ]\n    },\n    {\n      \"@type\": \"ItemList\",\n      \"@id\": \"https:\/\/lakshmishree.com\/blog\/best-algorithmic-trading-books#itemList\",\n      \"name\": \"8 Best Algorithmic Trading Books Ranked\",\n      \"numberOfItems\": 8,\n      \"itemListElement\": [\n        { \"@type\": \"ListItem\", \"position\": 1, \"name\": \"Algorithmic Trading: Winning Strategies by Ernie Chan\" },\n        { \"@type\": \"ListItem\", \"position\": 2, \"name\": \"Machine Learning for Algorithmic Trading by Stefan Jansen\" },\n        { \"@type\": \"ListItem\", \"position\": 3, \"name\": \"Advances in Financial Machine Learning by Lopez de Prado\" },\n        { \"@type\": \"ListItem\", \"position\": 4, \"name\": \"Building Winning Algorithmic Trading Systems by Kevin Davey\" },\n        { \"@type\": \"ListItem\", \"position\": 5, \"name\": \"Algorithmic Trading and DMA by Barry Johnson\" },\n        { \"@type\": \"ListItem\", \"position\": 6, \"name\": \"High-Frequency Trading by Irene Aldridge\" },\n        { \"@type\": \"ListItem\", \"position\": 7, \"name\": \"Flash Boys by Michael Lewis\" },\n        { \"@type\": \"ListItem\", \"position\": 8, \"name\": \"Quantitative Trading by Ernie Chan\" }\n      ]\n    },\n    {\n      \"@type\": \"HowTo\",\n      \"name\": \"How to Choose the Best Algo Trading Book\",\n      \"step\": [\n        {\n          \"@type\": \"HowToStep\",\n          \"name\": \"Identify Your Skill Level\",\n          \"text\": \"Beginners should start with Ernie Chan\u2019s 'Quantitative Trading,' while pros should look at Lopez de Prado.\"\n        },\n        {\n          \"@type\": \"HowToStep\",\n          \"name\": \"Choose Your Focus\",\n          \"text\": \"Pick books that focus on Python if you want to code, or narrative books like 'Flash Boys' for market theory.\"\n        },\n        {\n          \"@type\": \"HowToStep\",\n          \"name\": \"Verify Strategy Relevance\",\n          \"text\": \"Ensure the book covers modern strategies like Mean Reversion or ML-based forecasting relevant to 2026 markets.\"\n        }\n      ]\n    },\n    {\n      \"@type\": \"BreadcrumbList\",\n      \"@id\": \"https:\/\/lakshmishree.com\/blog\/best-algorithmic-trading-books#breadcrumb\",\n      \"itemListElement\": [\n        { \"@type\": \"ListItem\", \"position\": 1, \"name\": \"Home\", \"item\": \"https:\/\/lakshmishree.com\" },\n        { \"@type\": \"ListItem\", \"position\": 2, \"name\": \"Blog\", \"item\": \"https:\/\/lakshmishree.com\/blog\" },\n        { \"@type\": \"ListItem\", \"position\": 3, \"name\": \"Algo Trading Books\", \"item\": \"https:\/\/lakshmishree.com\/blog\/best-algorithmic-trading-books\" }\n      ]\n    }\n  ]\n}\n<\/script>\n\n\n\n<p>Ever wondered how big traders make money even while they sleep? That\u2019s the magic of algorithmic trading, where computers make smart trading decisions in seconds. But here\u2019s the thing: you don\u2019t need to be a math genius or a Wall Street expert to get started. With the best algorithmic trading books, anyone- even a curious beginner- can learn how it works, step by step.<\/p>\n\n\n\n<p>In this blog, we\u2019ve picked out the top algo trading books that simplify tough concepts and teach you everything from building strategies to writing basic trading code. Whether you're a student, a techie, or just someone who wants to understand the stock market better, these books can be your shortcut to smart, automated trading.&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-rank-math-toc-block\" id=\"rank-math-toc\"><h2>Table of Contents<\/h2><nav><ul><li class=\"\"><a href=\"#what-is-algo-trading\">What is Algo Trading?<\/a><\/li><li class=\"\"><a href=\"#list-of-best-algo-trading-books\">List of Best Algo Trading Books<\/a><ul><li class=\"\"><a href=\"#1-algorithmic-trading-winning-strategies-and-their-rationale-by-ernie-chan\">1. Algorithmic Trading: Winning Strategies and Their Rationale by Ernie Chan<\/a><\/li><li class=\"\"><a href=\"#2-machine-learning-for-algorithmic-trading-by-stefan-jansen\">2. Machine Learning for Algorithmic Trading<\/a><\/li><li class=\"\"><a href=\"#3-advances-in-financial-machine-learning-by-marcos-lopez-de-prado\">3. Advances in Financial Machine Learning<\/a><\/li><li class=\"\"><a href=\"#4-building-winning-algorithmic-trading-systems-by-kevin-j-davey\">4. Building Winning Algorithmic Trading Systems<\/a><\/li><li class=\"\"><a href=\"#5-algorithmic-trading-and-dma-an-introduction-to-direct-access-trading-strategies-by-barry-johnson\">5. Algorithmic Trading and DMA: An Introduction to Direct Access Trading Strategies<\/a><\/li><li class=\"\"><a href=\"#6-high-frequency-trading-a-practical-guide-to-algorithmic-strategies-and-trading-systems-by-irene-aldridge\">6. High-Frequency Trading: A Practical Guide to Algorithmic Strategies and Trading Systems<\/a><\/li><li class=\"\"><a href=\"#7-flash-boys-by-michael-lewis\">7. Flash Boys <\/a><\/li><li class=\"\"><a href=\"#8-quantitative-trading-how-to-build-your-own-algorithmic-trading-business-by-ernie-chan\">8. Quantitative Trading: How to Build Your Own Algorithmic Trading Business<\/a><\/li><\/ul><\/li><li class=\"\"><a href=\"#top-algo-trading-books-for-beginners\">Top Algo Trading Books for Beginners<\/a><\/li><li class=\"\"><a href=\"#books-that-teach-coding-for-algo-trading\">Books That Teach Coding for Algo Trading<\/a><\/li><li class=\"\"><a href=\"#books-on-real-world-applications-case-studies\">Books on Real-World Applications &amp; Case Studies<\/a><\/li><li class=\"\"><a href=\"#how-to-choose-the-right-algo-trading-book-for-you\">How to Choose the Right Algo Trading Book for You<\/a><\/li><li class=\"\"><a href=\"#frequently-asked-questions\">Frequently Asked Questions<\/a><ul><li class=\"\"><a href=\"#faq-question-1754304424886\">What are the best books on algo trading for beginners?<\/a><\/li><li class=\"\"><a href=\"#faq-question-1754304548771\">Are there any algo trading books that focus only on coding?<\/a><\/li><li class=\"\"><a href=\"#faq-question-1754304567275\">Can I learn algo trading using just these books?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-algo-trading\">What is Algo Trading?<\/h2>\n\n\n\n<p>Algo trading is the use of computer programs to place trades automatically. These programs follow a set of instructions called algorithms that decide when to buy, sell, or hold based on real-time market data. Simply put, it removes <a href=\"https:\/\/lakshmishree.com\/blog\/trading-psychology\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/lakshmishree.com\/blog\/trading-psychology\/\" rel=\"noreferrer noopener\">emotions from trading<\/a> and replaces them with logic, speed, and accuracy.<\/p>\n\n\n\n<p>But here\u2019s what most websites won\u2019t tell you: algo trading is not only for large hedge funds or financial institutions. Today, anyone with basic programming skills and a good understanding of the market can create their own trading bots. Free platforms like QuantConnect or Backtrader have access to historical data, and even beginners can start testing strategies without risking real money at first.<\/p>\n\n\n\n<p>Algo trading can help you:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Trade faster than humans ever could<\/li>\n\n\n\n<li>Stick to a plan without fear or greed<\/li>\n\n\n\n<li>Analyse large amounts of data instantly<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"list-of-best-algo-trading-books\">List of Best Algo Trading Books<\/h2>\n\n\n\n<p>This handpicked list of the best algo trading books will help you understand the key concepts, tools, and techniques used by successful traders and quants.&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Algorithmic Trading: Winning Strategies and Their Rationale<\/strong> \u2013 <em>Ernie Chan<\/em><\/li>\n\n\n\n<li><strong>Machine Learning for Algorithmic Trading<\/strong> \u2013 <em>Stefan Jansen<\/em><\/li>\n\n\n\n<li><strong>Advances in Financial Machine Learning<\/strong> \u2013 <em>Marcos L\u00f3pez de Prado<\/em><\/li>\n\n\n\n<li><strong>Building Winning Algorithmic Trading Systems<\/strong> \u2013 <em>Kevin J. Davey<\/em><\/li>\n\n\n\n<li><strong>Algorithmic Trading and DMA: An Introduction to Direct Access Trading Strategies<\/strong> \u2013 <em>Barry Johnson<\/em><\/li>\n\n\n\n<li><strong>High-Frequency Trading: A Practical Guide to Algorithmic Strategies and Trading Systems<\/strong> \u2013 <em>Irene Aldridge<\/em><\/li>\n\n\n\n<li><strong>Flash Boys<\/strong> \u2013 <em>Michael Lewis<\/em><\/li>\n\n\n\n<li><strong>Quantitative Trading: How to Build Your Own Algorithmic Trading Business<\/strong> \u2013 <em>Ernie Chan<\/em><\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-algorithmic-trading-winning-strategies-and-their-rationale-by-ernie-chan\">1. Algorithmic Trading: Winning Strategies and Their Rationale by Ernie Chan<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/10-819x1024.jpg\" alt=\"1. Algorithmic Trading: Winning Strategies and Their Rationale by Ernie Chan\" class=\"wp-image-12826\" style=\"width:281px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/10-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/10-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/10-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/10-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/10.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Beginner to Intermediate<br><strong>Overview:<\/strong> This book by Dr. Ernest P. Chan is a go-to resource for anyone starting their journey in algorithmic trading. It focuses on practical strategies that can be implemented using historical market data, without getting lost in heavy theory. Chan covers momentum, mean reversion, and <a href=\"https:\/\/lakshmishree.com\/blog\/best-intraday-trading-tips\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/lakshmishree.com\/blog\/best-intraday-trading-tips\/\" rel=\"noreferrer noopener\">intraday strategies<\/a> using real-world examples, making this book both accessible and actionable.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Provides a solid foundation in statistical and mathematical techniques without overwhelming the reader.<\/li>\n\n\n\n<li>Teaches you how to develop and backtest strategies using historical data.<\/li>\n\n\n\n<li>Helps you understand trading logic and risk control in simple terms.<\/li>\n<\/ul>\n\n\n\n<p><strong>Famous Line:<\/strong> \u201cStrategies that perform well in backtesting often fail in live trading due to overfitting.\u201d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/bit.ly\/lisl_blogs\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" width=\"909\" height=\"280\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26.jpg\" alt=\"Start Investing - LISPL Investment\" class=\"wp-image-11711\" style=\"width:666px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26.jpg 909w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26-752x232.jpg 752w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26-768x237.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26-150x46.jpg 150w\" sizes=\"(max-width: 909px) 100vw, 909px\" \/><\/a><\/figure>\n<\/div>\n\n\n<div style=\"height:26px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-machine-learning-for-algorithmic-trading-by-stefan-jansen\">2. Machine Learning for Algorithmic Trading by Stefan Jansen<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/9-819x1024.jpg\" alt=\"Machine Learning for Algorithmic Trading by Stefan Jansen\" class=\"wp-image-12825\" style=\"width:292px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/9-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/9-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/9-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/9-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/9.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Intermediate to Advanced<br><strong>Overview:<\/strong> Stefan Jansen dives into how machine learning can be applied to financial markets. This book goes beyond traditional algo strategies and introduces deep learning, feature engineering, and time series forecasting using Python. It\u2019s one of the most insightful algo trading books for those who want to blend data science with trading strategies.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Combining trading concepts with machine learning in an easy-to-follow structure.<\/li>\n\n\n\n<li>Uses real datasets and Python code snippets for hands-on learning.<\/li>\n\n\n\n<li>Explores advanced topics like deep reinforcement learning and sentiment analysis.<\/li>\n<\/ul>\n\n\n\n<p>&nbsp;<strong>Famous Line:<\/strong> \u201cMarkets are noisy, but patterns do exist\u2014you just have to learn how to find them.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-advances-in-financial-machine-learning-by-marcos-lopez-de-prado\">3. Advances in Financial Machine Learning by Marcos L\u00f3pez de Prado<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/11-819x1024.jpg\" alt=\"Advances in Financial Machine Learning by Marcos L\u00f3pez de Prado\" class=\"wp-image-12827\" style=\"width:306px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/11-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/11-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/11-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/11-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/11.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Advanced<br><strong>Overview:<\/strong> This is not your average trading book. De Prado brings years of quantitative finance experience into this well-structured guide. Aimed at professional quants and advanced learners, it focuses on topics like backtest overfitting, meta-labelling, and feature importance in financial modelling.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Introduces new machine learning methods tailored for financial markets.<\/li>\n\n\n\n<li>Challenges outdated models and pushes for cleaner, more robust systems.<\/li>\n\n\n\n<li>Encourages data-driven decision-making backed by real research and models.<\/li>\n<\/ul>\n\n\n\n<p>&nbsp;<strong>Famous Line:<\/strong> \u201cMost backtests are bunk. It is easy to fit a model to past data. The real challenge is out-of-sample performance.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"4-building-winning-algorithmic-trading-systems-by-kevin-j-davey\">4. Building Winning Algorithmic Trading Systems by Kevin J. Davey<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/12-819x1024.jpg\" alt=\"Building Winning Algorithmic Trading Systems by Kevin J. Davey\" class=\"wp-image-12828\" style=\"width:311px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/12-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/12-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/12-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/12-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/12.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Beginner to Intermediate<br><strong>Overview:<\/strong> Kevin Davey, a full-time professional trader and past winner of the World Cup Trading Championship, shares a detailed, behind-the-scenes look at how he builds, tests, and improves trading systems. This book isn\u2019t about just theory\u2014it walks you through the entire lifecycle of a trading idea, from research and backtesting to live execution. It\u2019s perfect for traders who want a step-by-step, real-world approach to algo trading.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Shows exactly how to design a trading strategy from scratch using historical data.<\/li>\n\n\n\n<li>Warns against common mistakes like curve-fitting, over-optimisation, and lack of walk-forward testing.<\/li>\n\n\n\n<li>Includes Excel-based tools, performance tracking templates, and real-world examples from the author\u2019s own trading.<\/li>\n<\/ul>\n\n\n\n<p><strong>Famous Line:<\/strong> \u201cThe only way to prove a trading strategy works is not through hope, but through proper testing and validation.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"5-algorithmic-trading-and-dma-an-introduction-to-direct-access-trading-strategies-by-barry-johnson\">5. Algorithmic Trading and DMA: An Introduction to Direct Access Trading Strategies by Barry Johnson<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/14-819x1024.jpg\" alt=\"Algorithmic Trading and DMA: An Introduction to Direct Access Trading Strategies by Barry Johnson\" class=\"wp-image-12830\" style=\"width:324px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/14-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/14-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/14-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/14-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/14.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Intermediate to Advanced<br><strong>Overview:<\/strong> Barry Johnson\u2019s book offers an in-depth look at how algorithmic orders are placed and executed in real-world electronic markets. It focuses heavily on direct market access (DMA), market microstructure, and order placement logic, making it a valuable read for those who want to build sophisticated trading algorithms that work efficiently in live markets. This is a goldmine for anyone eyeing roles in institutional trading or high-frequency environments.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Covers technical aspects of order types, slippage, and <a href=\"https:\/\/lakshmishree.com\/blog\/liquidity-in-stock-market\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/lakshmishree.com\/blog\/liquidity-in-stock-market\/\" rel=\"noreferrer noopener\">liquidity<\/a> that are often ignored in beginner books.<\/li>\n\n\n\n<li>Provides valuable insights into trading infrastructure, including market gateways, connectivity, and latency handling.<\/li>\n\n\n\n<li>Helps traders understand how their algorithms interact with the <a href=\"https:\/\/www.investopedia.com\/terms\/o\/order-book.asp\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.investopedia.com\/terms\/o\/order-book.asp\" rel=\"noreferrer noopener\">order book<\/a> in real time.<\/li>\n<\/ul>\n\n\n\n<p><strong>Famous Line:<\/strong> \u201cAlgorithms that ignore market microstructure often pay the price in real-world execution.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"6-high-frequency-trading-a-practical-guide-to-algorithmic-strategies-and-trading-systems-by-irene-aldridge\">6. High-Frequency Trading: A Practical Guide to Algorithmic Strategies and Trading Systems by Irene Aldridge<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/13-819x1024.jpg\" alt=\"High-Frequency Trading: A Practical Guide to Algorithmic Strategies and Trading Systems by Irene Aldridge\" class=\"wp-image-12829\" style=\"width:320px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/13-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/13-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/13-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/13-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/13.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Advanced<br><strong>Overview:<\/strong> This is one of the few books that truly unlock the inner workings of high-frequency trading (HFT). Irene Aldridge, an expert in HFT systems and quantitative trading, breaks down the mechanics of designing high-speed, low-latency strategies that operate on a tick-by-tick level. The book blends finance theory with advanced technology, giving readers a complete understanding of what it takes to succeed in this ultra-competitive space.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Offers real examples and models to help you design, simulate, and optimise high-frequency systems.<\/li>\n\n\n\n<li>Dives into key HFT elements like trade execution, latency arbitrage, and risk controls at microsecond speed.<\/li>\n\n\n\n<li>Perfect for professionals aiming to work at hedge funds, proprietary trading firms, or fintech startups.<\/li>\n<\/ul>\n\n\n\n<p><strong>Famous Line:<\/strong> \u201cIn the world of high-frequency trading, your strategy is only as good as your milliseconds.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"7-flash-boys-by-michael-lewis\">7. Flash Boys by Michael Lewis<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/15-819x1024.jpg\" alt=\"Flash Boys by Michael Lewis\" class=\"wp-image-12831\" style=\"width:302px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/15-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/15-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/15-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/15-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/15.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Beginner to Intermediate<br><strong>Overview:<\/strong> Unlike technical manuals, <em>Flash Boys<\/em> tells a gripping real-world story of how Wall Street was transformed by high-frequency trading. Through investigative journalism, Michael Lewis reveals how a group of traders and techies uncovered the hidden mechanics of electronic markets\u2014and how algorithms were being used to gain unfair advantages. It\u2019s more narrative than instructional, but it gives readers a strong understanding of the real impact of algorithmic trading on financial markets.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Makes complex market concepts easy to understand through storytelling.<\/li>\n\n\n\n<li>Offers a behind-the-scenes look at how speed, data, and infrastructure play critical roles in modern trading.<\/li>\n\n\n\n<li>Raising important ethical questions around transparency and fairness in algo trading.<\/li>\n<\/ul>\n\n\n\n<p><strong>Famous Line:<\/strong> \u201cThe market wasn\u2019t broken. It was fixed.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"8-quantitative-trading-how-to-build-your-own-algorithmic-trading-business-by-ernie-chan\">8. Quantitative Trading: How to Build Your Own Algorithmic Trading Business by Ernie Chan<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/16-819x1024.jpg\" alt=\"Quantitative Trading: How to Build Your Own Algorithmic Trading Business by Ernie Chan\" class=\"wp-image-12832\" style=\"width:300px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/16-819x1024.jpg 819w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/16-337x421.jpg 337w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/16-768x960.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/16-150x188.jpg 150w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/08\/16.jpg 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Expertise Level:<\/strong> Beginner to Intermediate<br><strong>Overview:<\/strong> In this book, Dr. Ernie Chan explains how individual traders can design and run their own algorithmic trading business\u2014without needing a massive budget or a team of PhDs. He covers every essential step: strategy development, <a href=\"https:\/\/www.ibm.com\/think\/topics\/risk-management\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.ibm.com\/think\/topics\/risk-management\" rel=\"noreferrer noopener\">risk management<\/a>, infrastructure setup, and even how to outsource parts of your workflow. If you're someone looking to take algo trading from a hobby to a profitable venture, this book is a complete playbook.<br><strong>Why It\u2019s a Must-Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Focuses on real, achievable goals for retail traders and small firms.<\/li>\n\n\n\n<li>Includes helpful guidance on choosing data vendors, brokers, and testing tools.<\/li>\n\n\n\n<li>Teaches you how to think like a quant while staying grounded in practical execution.<\/li>\n<\/ul>\n\n\n\n<p><strong>Famous Line:<\/strong> \u201cDon\u2019t try to predict the future\u2014react to what the data tells you.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"top-algo-trading-books-for-beginners\">Top Algo Trading Books for Beginners<\/h2>\n\n\n\n<p>If you're new to trading or just starting to explore the world of automation, picking the right book can save you a lot of time and confusion. These beginner-friendly <strong>algo trading books<\/strong> are perfect for building a solid foundation without overwhelming you with complex math or coding.<\/p>\n\n\n\n<p>Here are 4 great picks to get started:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Quantitative Trading: How to Build Your Own Algorithmic Trading Business<\/strong> \u2013 <em>Ernie Chan<\/em>: A practical guide that introduces basic strategies, tools, and <a href=\"https:\/\/www.ibm.com\/think\/topics\/risk-management\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.ibm.com\/think\/topics\/risk-management\" rel=\"noreferrer noopener nofollow\">risk management<\/a>. It\u2019s perfect for beginners who want to go from theory to real trading.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A Beginner\u2019s Guide to Day Trading Online<\/strong> \u2013 <em>Toni Turner<\/em>: While not focused only on algo trading, this book builds essential trading habits and mindset, which are useful before diving into automation.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Algorithmic Trading 101<\/strong> \u2013 <em>Zura Kakushadze<\/em>: Short, simple, and straight to the point\u2014this book explains the core logic behind trading algorithms in plain English.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The Basics of Algorithmic Trading: Concepts and Examples<\/strong> \u2013 <em>Rajib Ranjan Borah<\/em>: A beginner-friendly introduction written with Indian traders in mind, explaining basic algorithms, strategy examples, and market behaviour.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/bit.ly\/lisl_blogs\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"909\" height=\"280\" src=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26.jpg\" alt=\"Start Investing - LISPL Investment\" class=\"wp-image-11711\" style=\"width:679px;height:auto\" srcset=\"https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26.jpg 909w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26-752x232.jpg 752w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26-768x237.jpg 768w, https:\/\/lakshmishree.com\/blog\/wp-content\/uploads\/2025\/02\/Blog-in-article-banners-26-150x46.jpg 150w\" sizes=\"(max-width: 909px) 100vw, 909px\" \/><\/a><\/figure>\n<\/div>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"books-that-teach-coding-for-algo-trading\">Books That Teach Coding for Algo Trading<\/h2>\n\n\n\n<p>These algo trading books focus on Python and other tools used to automate and execute trading ideas efficiently.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python for Finance: Mastering Data-Driven Finance<\/strong> \u2013 <em>Yves Hilpisch<\/em>: This book is a go-to for mastering financial data analysis using Python. It covers time series, NumPy, and even risk modelling.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Algorithmic Trading with Python<\/strong> \u2013 <em>Chris Conlan<\/em>: Great for beginners and intermediate coders. Walks you through building strategies, backtesting, and even execution\u2014all with Python.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Hands-On Machine Learning for Algorithmic Trading<\/strong> \u2013 <em>Stefan Jansen<\/em>: Ideal for those who want to integrate machine learning into their strategies. It focuses on real-world trading models using Python and scikit-learn.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"books-on-real-world-applications-case-studies\">Books on Real-World Applications &amp; Case Studies<\/h2>\n\n\n\n<p>Understanding theory is one thing, but seeing how algorithms behave in real financial markets is what makes the knowledge stick. These&nbsp;are the best books on algo trading that&nbsp;offer real-world examples, market structure insights, and stories from professionals who\u2019ve used algorithms to gain an edge.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Flash Boys<\/strong> \u2013 <em>Michael Lewis<\/em>: A gripping real-world narrative about high-frequency trading and how a group of traders uncovered how the market was being manipulated.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>High-Frequency Trading: A Practical Guide to Algorithmic Strategies and Trading Systems<\/strong> \u2013 <em>Irene Aldridge<\/em>: Packed with data and case studies, this book explains how algorithms work in fast-paced environments, and how institutional traders use them.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Algorithmic Trading and DMA<\/strong> \u2013 <em>Barry Johnson<\/em>: An essential read for understanding how direct market access and smart order routing really work in institutional algo trading setups.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"how-to-choose-the-right-algo-trading-book-for-you\">How to Choose the Right Algo Trading Book for You<\/h2>\n\n\n\n<p>Not every algo trading book is right for everyone. Your current skill level, goals, and how comfortable you are with coding should decide what you pick up first. Here\u2019s how to make the right choice without wasting time or money:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>If you\u2019re a complete beginner<\/strong>, start with simple, non-technical books like <em>Quantitative Trading<\/em> by Ernie Chan or <em>Algorithmic Trading 101<\/em> by Zura Kakushadze. These explain the basic trading logic in plain language.<\/li>\n\n\n\n<li><strong>If you're learning to code<\/strong>, go for Python-based books. <em>Python for Finance<\/em> and <em>Algorithmic Trading with Python<\/em> are perfect because they use real examples and don\u2019t assume you're a programmer.<\/li>\n\n\n\n<li><strong>If you're looking for serious strategies or building your own systems<\/strong>, pick books like <em>Building Winning Algorithmic Trading Systems<\/em> by Kevin Davey or <em>Machine Learning for Algorithmic Trading<\/em> by Stefan Jansen.<\/li>\n\n\n\n<li><strong>Avoid overly complex academic books in the beginning.<\/strong> Many of them look great on paper but are hard to follow unless you already know finance or programming basics.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"conclusion\">Conclusion<\/h2>\n\n\n\n<p>Mastering algorithmic trading doesn\u2019t happen overnight, but picking the right book is the smartest way to begin. Whether you\u2019re learning to code, build strategies, or simply understand how algo systems work in real markets, quality learning materials can save you from years of trial and error. We\u2019ve shared the most useful and trusted algo trading books to guide your path. Now, it's your move: choose one, start reading, and take the first real step toward smarter, data-driven trading.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"frequently-asked-questions\">Frequently Asked Questions<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<ol class=\"rank-math-list \">\n<li id=\"faq-question-1754304424886\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>What are the best books on algo trading for beginners?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The best books on algo trading,\u00a0including Quantitative Trading by Ernie Chan and Algorithmic Trading 101 by Zura Kakushadze, are excellent choices. They break down strategy logic, <a href=\"https:\/\/www.ibm.com\/think\/topics\/risk-management\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.ibm.com\/think\/topics\/risk-management\" rel=\"noreferrer noopener\">risk management<\/a>, and how algorithmic systems function, without overwhelming you with too much code or math.<\/p>\n\n<\/div>\n<\/li>\n<li id=\"faq-question-1754304548771\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Are there any algo trading books that focus only on coding?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, there are several books that focus specifically on coding for algorithmic trading. Titles like <em>Python for Finance<\/em> by Yves Hilpisch and <em>Algorithmic Trading with Python<\/em> by Chris Conlan are great if you're looking to build systems using real Python code. These algo trading books guide you through the process of writing, testing, and executing trading strategies in live environments.<\/p>\n\n<\/div>\n<\/li>\n<li id=\"faq-question-1754304567275\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Can I learn algo trading using just these books?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Books provide a strong foundation, but practical experience is key. You can learn a lot from the best algorithmic trading books, especially those that include case studies, Python scripts, or strategy examples. However, combining them with hands-on practice using platforms like QuantConnect, Backtrader, or <a href=\"https:\/\/bit.ly\/lisl_blogs\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/bit.ly\/lisl_blogs\" rel=\"noreferrer noopener nofollow\">Lakshmishree<\/a> (for Indian markets) will give you real confidence.<\/p>\n\n<\/div>\n<\/li>\n<li id=\"faq-question-1754304579860\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>What\u2019s the best algorithmic trading strategies book for 2026?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>For strategy-focused learning, <em>Algorithmic Trading: Winning Strategies and Their Rationale<\/em> by Ernie Chan remains one of the best. It continues to be relevant in 2026 because it teaches tested strategies like mean reversion and momentum trading using clear examples and data-driven techniques. It\u2019s one of the most trusted <strong>books on algo trading<\/strong> among retail and professional traders alike.<\/p>\n\n<\/div>\n<\/li>\n<li id=\"faq-question-1754304597145\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Is Python essential to read most algo trading books?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Python has become the most popular language in this field, so yes, many of the <strong>best algo trading books<\/strong> now use Python for examples and practical implementation. While you don\u2019t need to be an expert coder, basic knowledge of Python helps you understand and apply the concepts more effectively. It\u2019s recommended to learn the basics before diving into coding-heavy books<\/p>\n\n<\/div>\n<\/li>\n<\/ol>\n<\/div>\n\n\n<pre class=\"wp-block-code\"><code><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Disclaimer: This article is intended for educational purposes only. Please note that the data related to the mentioned companies may change over time. The securities referenced are provided as examples and should not be considered as recommendations.<\/mark><\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Ever wondered how big traders make money even while they sleep? That\u2019s the magic of algorithmic trading, where computers make smart trading decisions in seconds. But here\u2019s the thing: you don\u2019t need to be a math genius or a Wall Street expert to get started. With the best algorithmic trading books, anyone- even a curious [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":12841,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[269],"tags":[671],"class_list":["post-12815","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-basics","tag-best-algo-trading-books"],"_links":{"self":[{"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/posts\/12815","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/comments?post=12815"}],"version-history":[{"count":5,"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/posts\/12815\/revisions"}],"predecessor-version":[{"id":14734,"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/posts\/12815\/revisions\/14734"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/media\/12841"}],"wp:attachment":[{"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/media?parent=12815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/categories?post=12815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lakshmishree.com\/blog\/wp-json\/wp\/v2\/tags?post=12815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}