{"id":31218,"date":"2024-12-05T17:30:00","date_gmt":"2024-12-05T09:30:00","guid":{"rendered":"https:\/\/www.tejwin.com\/?post_type=insight&#038;p=31218"},"modified":"2026-03-03T13:12:43","modified_gmt":"2026-03-03T05:12:43","slug":"your-gateway-to-quantitative-trading","status":"publish","type":"insight","link":"https:\/\/www.tejwin.com\/en\/insight\/your-gateway-to-quantitative-trading\/","title":{"rendered":"\u3010TQuant : From 0 to 1 &#8211; Day 1\u3011 Your Gateway to Quantitative Trading: Become a Quant Expert with TQuant Lab, No Experience Needed!"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-full caption-align-center\"><img fetchpriority=\"high\" decoding=\"async\" width=\"6000\" height=\"4000\" src=\"https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash.jpg\" alt=\"Quantitative Trading\" class=\"wp-image-30688\" style=\"object-fit:cover\" srcset=\"https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash.jpg 6000w, https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash-300x200.jpg 300w, https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash-1024x683.jpg 1024w, https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash-150x100.jpg 150w, https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash-768x512.jpg 768w, https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash-1536x1024.jpg 1536w, https:\/\/www.tejwin.com\/wp-content\/uploads\/pankaj-patel-u2Ru4QBXA5Q-unsplash-2048x1365.jpg 2048w\" sizes=\"(max-width: 6000px) 100vw, 6000px\" \/><figcaption class=\"wp-element-caption\">photo by <a href=\"https:\/\/unsplash.com\/@pankajpatel\" target=\"_blank\" rel=\"noopener\">Pankaj Patel<\/a> on <a href=\"https:\/\/unsplash.com\/\" target=\"_blank\" rel=\"noopener\">Unsplash<\/a><\/figcaption><\/figure>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69f11749298de\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"ez-toc-cssicon\"><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><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69f11749298de\"  aria-label=\"Toggle\" \/><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.tejwin.com\/en\/insight\/your-gateway-to-quantitative-trading\/#Preface\" >Preface<\/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.tejwin.com\/en\/insight\/your-gateway-to-quantitative-trading\/#What_is_Quantitative_Finance\" >What is Quantitative Finance?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.tejwin.com\/en\/insight\/your-gateway-to-quantitative-trading\/#How_Do_I_Start_Quantitative_Trading\" >How Do I Start Quantitative Trading?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.tejwin.com\/en\/insight\/your-gateway-to-quantitative-trading\/#%E3%80%90TQuant_From_0_to_1_%E2%80%93_Day_2%E3%80%91\" >\u3010TQuant: From 0 to 1 \u2013 Day 2\u3011<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.tejwin.com\/en\/insight\/your-gateway-to-quantitative-trading\/#Extended_Reading\" >Extended Reading<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.tejwin.com\/en\/insight\/your-gateway-to-quantitative-trading\/#Useful_Links\" >Useful Links<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Preface\"><\/span>Preface<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Hi everyone! Today, I\u2019d like to dive into the fascinating world of quantitative finance with you.<\/p>\n\n\n\n<p>Before we get into the details, let me share why I\u2019m so passionate about quantitative finance and chose the TQuant Lab platform. Like many of you, I\u2019ve always dreamed of financial freedom. My journey began with an early interest in stock trading. I watched countless videos of financial advisors, market analysis programs, and news reports. Yet, I was always left wondering\u2014what is the <em>right<\/em> way to invest? If you\u2019ve had the same doubts, you\u2019re not alone. While seeking answers, I stumbled upon a term that was entirely new to me: <em>quantitative finance<\/em>.<\/p>\n\n\n\n<p>For those of you reading this article, I assume you\u2019re also intrigued by quantitative finance. Learning this field helps resolve personal financial challenges and enhances career competitiveness. More importantly, it sharpens your logical thinking and data analysis skills\u2014benefits that are hard to overlook.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_Quantitative_Finance\"><\/span><br><strong>What is Quantitative Finance?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The term \u201cquantitative\u201d refers to the process of transforming objects or even events into numerical data. While the financial world is inherently complex and not everything is easily measurable, advancements in technology and the explosion of market data have made quantitative finance indispensable in modern investing. Unlike traditional investment strategies that rely on experience and fundamental analysis, quantitative trading leverages data analysis and mathematical models to deliver precise and efficient investment decisions.<br>In this field, we often use statistical and mathematical models alongside programming to analyze historical stock trading data and develop actionable trading strategies, ultimately improving investment performance.<br>Trading data is not limited to daily stock prices, highs, lows, volumes, or fundamentals; it can even include breaking news or events. Any data that can be quantified is fair game in the realm of quantitative finance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_Do_I_Start_Quantitative_Trading\"><\/span><strong>How Do I Start Quantitative Trading?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>If your interest in quantitative trading has been piqued, you\u2019re probably wondering: <em>Which tools should I use?<\/em> Let me introduce you to one of my favorites\u2014<strong>TQuant Lab<\/strong>. Developed by TEJ, this platform stands out from other tools in several key ways:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Accessible Learning Resources:<\/strong> Unlike other platforms that restrict some content to VIPs or set high entry barriers for beginners, TEJ provides abundant, user-friendly educational materials. The website\u2019s clean layout and open-source GitHub codebase make learning a breeze.<\/li>\n\n\n\n<li><strong>Completely Free:<\/strong> Yes, all resources are <em>entirely<\/em> free!<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"521\" src=\"https:\/\/www.tejwin.com\/wp-content\/uploads\/\/\u622a\u5716-2024-12-17-\u4e0a\u534810.11.58-1024x521.png\" alt=\"Quantitative Trading\" class=\"wp-image-31210\" srcset=\"https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-17-\u4e0a\u534810.11.58-1024x521.png 1024w, https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-17-\u4e0a\u534810.11.58-300x153.png 300w, https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-17-\u4e0a\u534810.11.58-150x76.png 150w, https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-17-\u4e0a\u534810.11.58-768x391.png 768w, https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-17-\u4e0a\u534810.11.58.png 1320w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/www.tejwin.com\/en\/insight-category\/tquant-lab-en\/\">Official Website Article Diagram<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"966\" height=\"729\" src=\"https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-05-\u4e0b\u53481.59.39.png\" alt=\"Quantitative Trading\" class=\"wp-image-30744\" srcset=\"https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-05-\u4e0b\u53481.59.39.png 966w, https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-05-\u4e0b\u53481.59.39-300x226.png 300w, https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-05-\u4e0b\u53481.59.39-150x113.png 150w, https:\/\/www.tejwin.com\/wp-content\/uploads\/\u622a\u5716-2024-12-05-\u4e0b\u53481.59.39-768x580.png 768w\" sizes=\"(max-width: 966px) 100vw, 966px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/github.com\/tejtw\/TQuant-Lab\/tree\/main\/example\" target=\"_blank\" rel=\"noopener\">TQuant Lab Strategy Example Diagram<\/a><\/figcaption><\/figure>\n\n\n\n<p>For programming novices, building a quantitative trading system might feel overwhelming. But with such rich learning materials, there\u2019s no excuse not to start!<\/p>\n\n\n\n<p><strong>How to Begin with TQuant Lab?<\/strong><\/p>\n\n\n\n<p>Let\u2019s take a closer look at this powerful tool and its capabilities:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Dataset Selection:<\/strong> TQuant Lab integrates the TEJAPI database, providing historical data from Taiwan\u2019s stock market since 2005. No need to scrape data manually, saving you considerable time!<\/li>\n\n\n\n<li><strong>Data Preprocessing:<\/strong> The platform includes a variety of built-in data processing functions to meet most needs. You can easily import your processed data into TQuant Lab with a custom strategy.<\/li>\n\n\n\n<li><strong>Factor Research:<\/strong> With the Alphalens-tej tool, TQuant Lab enables rapid factor analysis and visualization, allowing you to assess performance efficiently.<\/li>\n\n\n\n<li><strong>Stock Screening:<\/strong> Flexible functions let you filter and rank stocks based on indicators or factors.<\/li>\n\n\n\n<li><strong>Entry and Exit Conditions:<\/strong> Users can define custom conditions, such as:\n<ul class=\"wp-block-list\">\n<li>Entering a position when the price crosses above the moving average.<\/li>\n\n\n\n<li>Setting target profit or stop-loss levels to close positions.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Performance Analysis and Visualization:<\/strong> TQuant Lab\u2019s robust backtesting suite, Pyfolio-tej, generates performance metrics and visualizations with a single click. These include cumulative return curves, drawdown charts, and risk indicators (e.g., volatility, Sharpe ratio). These insights make it easier to evaluate the stability and effectiveness of your strategies.<\/li>\n<\/ol>\n\n\n\n<p>Suppose you\u2019re interested in taking your first steps into quantitative finance. In that case, TQuant Lab provides everything you need to get started efficiently and effectively. Let\u2019s embark on this journey together and explore the endless possibilities of quantitative trading!<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%80%90TQuant_From_0_to_1_%E2%80%93_Day_2%E3%80%91\"><\/span><strong><a href=\"https:\/\/www.tejwin.com\/en\/?post_type=insight&amp;p=31794\">\u3010TQuant: From 0 to 1 \u2013 Day 2\u3011<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size\" style=\"font-size:21px\"><a class=\"wp-block-button__link has-background has-text-align-center wp-element-button\" href=\"https:\/\/www.tejwin.com\/en\/contact\/\" style=\"border-radius:16px;background:linear-gradient(135deg,rgb(160,209,216) 0%,rgb(51,145,181) 50%,rgb(50,95,191) 100%)\"><strong>Learn More About Our Databases and Solutions?<br>Contact Us and Get the Free Trial Today!<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Extended_Reading\"><\/span>Extended Reading<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span class=\"s1\" style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 9px; line-height: normal; font-family: Menlo;\"><\/span><strong><a href=\"https:\/\/www.tejwin.com\/en\/?post_type=insight&amp;p=26698\">What is Quantitative Trading? What Are Its Drawbacks? A Comprehensive Guide to Quantitative Trading Strategies!<\/a><\/strong><\/li>\n\n\n\n<li><strong><span class=\"s1\" style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 9px; line-height: normal; font-family: Menlo;\"><\/span><a href=\"https:\/\/www.tejwin.com\/en\/insight\/running-tquant-lab-in-google-colab\/\">Step-by-Step Guide: Running TQuant Lab on Google Colab &amp; Troubleshooting Common Errors<\/a><\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Useful_Links\"><\/span><br><strong>Useful Links<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/tejtw\/TQuant-Lab\" target=\"_blank\" rel=\"noopener\">TQuant Lab GitHub<\/a> <\/li>\n\n\n\n<li><a href=\"https:\/\/tquant.tejwin.com\" target=\"_blank\" rel=\"noopener\">TQuant Lab Official Website<\/a><\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>what is the right way to invest? If you\u2019ve had the same doubts, you\u2019re not alone. While seeking answers, I stumbled upon a term that was entirely new to me: quantitative finance. Learning this field helps resolve personal financial challenges and enhances career competitiveness. More importantly, it sharpens your logical thinking and data analysis skills\u2014benefits that are hard to overlook. TQuant Lab provides everything you need to get started efficiently and effectively. Let\u2019s embark on this journey together and explore the endless possibilities of quantitative trading!<\/p>\n","protected":false},"featured_media":30689,"template":"","tags":[2904,3176,2987,3007,3416,3016],"insight-category":[3509,1356],"class_list":["post-31218","insight","type-insight","status-publish","has-post-thumbnail","hentry","tag-beginners-guide","tag-python-2","tag-quant","tag-tejapi-data-analysis","tag-tquant","tag-trading","insight-category-fintech-en","insight-category-tquant-lab-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/insight\/31218","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/insight"}],"about":[{"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/types\/insight"}],"version-history":[{"count":6,"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/insight\/31218\/revisions"}],"predecessor-version":[{"id":44081,"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/insight\/31218\/revisions\/44081"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/media\/30689"}],"wp:attachment":[{"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/media?parent=31218"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/tags?post=31218"},{"taxonomy":"insight-category","embeddable":true,"href":"https:\/\/www.tejwin.com\/en\/wp-json\/wp\/v2\/insight-category?post=31218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}