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10.0117L11.7529 10.6572C12.0824 10.767 12.0824 11.233 11.7529 11.3428L9.81649 11.9883C8.95332 12.276 8.27599 12.9533 7.98828 13.8165L7.34281 15.7529C7.233 16.0823 6.76704 16.0823 6.65723 15.7529L6.01173 13.8165C5.72401 12.9533 5.04669 12.276 4.18353 11.9883L2.24707 11.3428C1.91764 11.233 1.91764 10.767 2.24707 10.6572L4.18353 10.0117C5.04669 9.72399 5.72401 9.04667 6.01173 8.18352L6.65723 6.24707Z" fill="#9763f6" /> <path d="M2.79434 1.14824C2.86023 0.950586 3.1398 0.950587 3.20569 1.14824L3.59297 2.3101C3.7656 2.828 4.172 3.2344 4.6899 3.40703L5.85177 3.79432C6.04942 3.86021 6.04942 4.13978 5.85177 4.20567L4.6899 4.59296C4.172 4.76559 3.7656 5.17199 3.59297 5.68989L3.20569 6.85176C3.13981 7.04941 2.86023 7.04942 2.79434 6.85176L2.40704 5.68988C2.23441 5.17198 1.82801 4.76559 1.31012 4.59296L0.148241 4.20567C-0.0494137 4.13978 -0.0494138 3.86021 0.148241 3.79432L1.31012 3.40703C1.82802 3.2344 2.23441 2.82801 2.40704 2.31011L2.79434 1.14824Z" fill="#9763f6" /> <path d="M9.8629 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Building </h3> <div data-name="create a website" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-spaces" href="/spaces/index.php" title="Get Your Own Website With W3shools Spaces" > Create a Website <span class="ribbon-topnav" style="background-color: #d9212c; color: white" > HOT! </span> </a> </div> <div data-name="create a server" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-server" href="/spaces/index.php" title="Get Your Own Server With W3shools Spaces" > Create a Server <span class="ribbon-topnav ws-green">NEW</span> </a> </div> <div data-name="where to start" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-wheretostart" href="/where_to_start.asp" title="Where To Start - Web Development" > Where To Start </a> </div> <div data-name="web templates" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-templates" 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data-name="test your typing speed" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-typingspeed" href="/typingspeed/default.asp" title="Test Your Typing Speed" > Test Your Typing Speed </a> </div> <div data-name="play a code game" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-codegame" href="/codegame/index.html" title="Play a Code Game" > Play a Code Game </a> </div> <div data-name="cyber security" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-cybersec" href="/cybersecurity/index.php" title="Cyber Security Tutorial" > Cyber Security </a> </div> <div data-name="accessibility" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-accessi" href="/accessibility/index.php" title="Accessibility Security Tutorial" > Accessibility </a> </div> <div data-name="join our news letter" data-category="web_building" > <a target="_blank" href="https://campus.w3schools.com/pages/newsletter" class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-newsletter" title="W3Schools Newsletter" > Join our Newsletter </a> </div> </div> </div> <div class="w3-col l4 m6"> <div id="tutorials_backend_links_list"> <h3 class="tnb-nav-section-title" data-heading="backend_title" > Backend </h3> <div data-name="python" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-python" href="/python/default.asp" title="Python Tutorial" > <span class="learn-span">Learn</span> Python </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-python" href="/python/default.asp" title="Python Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-python" href="/python/python_reference.asp" title="Python Reference" > Reference </a> </div> <div data-name="sql" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-sql" href="/sql/default.asp" title="SQL Tutorial" > <span class="learn-span">Learn</span> SQL </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-sql" href="/sql/default.asp" title="SQL Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-sql" href="/sql/sql_ref_keywords.asp" title="SQL Reference" > Reference </a> </div> <div data-name="mysql" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-mysql" href="/mysql/default.asp" title="MySQL Tutorial" > <span class="learn-span">Learn</span> MySQL </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-mysql" href="/mysql/default.asp" title="MySQL Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-mysql" href="/mysql/mysql_datatypes.asp" title="MySQL Reference" > Reference </a> </div> <div data-name="php" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-php" href="/php/default.asp" title="PHP Tutorial" > <span class="learn-span">Learn</span> PHP </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-php" href="/php/default.asp" title="PHP Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-php" href="/php/php_ref_overview.asp" title="PHP Reference" > Reference </a> </div> <div data-name="java" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-java" href="/java/default.asp" title="Java Tutorial" > <span class="learn-span">Learn</span> Java </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-java" href="/java/default.asp" title="Java Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-java" href="/java/java_ref_reference.asp" title="Java Reference" > Reference </a> </div> <div data-name="c" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-c" href="/c/index.php" title="C Tutorial" > <span class="learn-span">Learn</span> C </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-c" href="/c/index.php" title="C Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-cpp" href="/c/c_ref_reference.php" title="C Reference" > Reference </a> </div> <div data-name="c++" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-cpp" href="/cpp/default.asp" title="C++ Tutorial" > <span class="learn-span">Learn</span> C++ </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-cpp" href="/cpp/default.asp" title="C++ Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-cpp" href="/cpp/cpp_ref_reference.asp" title="C++ Reference" > Reference </a> </div> <div data-name="c#" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-cs" href="/cs/index.php" title="C# Tutorial" > <span class="learn-span">Learn</span> C# </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-cs" href="/cs/index.php" title="C# Tutorial" > Tutorial </a> </div> <div data-name="r" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop ga-top-drop-tut-r" href="/r/default.asp" title="R Tutorial" > <span class="learn-span">Learn</span> R </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop ga-top-drop-tut-r" href="/r/default.asp" title="R Tutorial" > Tutorial </a> </div> <div data-name="kotlin" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-kotlin" href="/kotlin/index.php" title="Kotlin Tutorial" > <span class="learn-span">Learn</span> Kotlin </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-kotlin" href="/kotlin/index.php" title="Kotlin Tutorial" > Tutorial </a> </div> <div data-name="go" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-go" href="/go/index.php" title="Go Tutorial" > <span class="learn-span">Learn</span> Go </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-go" href="/go/index.php" title="Go Tutorial" > Tutorial </a> </div> <div data-name="django" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-django" href="/django/index.php" title="Django Tutorial" > <span class="learn-span">Learn</span> Django </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-django" href="/django/index.php" title="Django Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-django" href="/django/django_ref_template_tags.php" title="Django Reference" > Reference </a> </div> <div data-name="postgresql" data-category="backend" > <a href="/postgresql/index.php" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-postgresql" title="PostgreSQL Tutorial" > <span class="learn-span">Learn</span> PostgreSQL </a> <a href="/postgresql/index.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-postgresql" title="PostgreSQL Tutorial" > Tutorial </a> </div> <div data-name="typescript" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-typescript" href="/typescript/index.php" title="TypeScript Tutorial" > <span class="learn-span">Learn</span> TypeScript </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-typescript" href="/typescript/index.php" title="TypeScript Reference" > Tutorial </a> </div> <div data-name="asp" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-asp" href="/asp/default.asp" title="ASP Tutorial" > <span class="learn-span">Learn</span> ASP </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-asp" href="/asp/default.asp" title="ASP Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-asp" href="/asp/asp_ref_vbscript_functions.asp" title="ASP Reference" > Reference </a> </div> <div data-name="node.js" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-nodejs" href="/nodejs/default.asp" title="Node.js Tutorial" > <span class="learn-span">Learn</span> Node.js </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-nodejs" href="/nodejs/default.asp" title="Node.js Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-nodejs" href="/nodejs/ref_modules.asp" title="Node.js Reference" > Reference </a> </div> <div data-name="raspberry pi" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-rpi" href="/nodejs/nodejs_raspberrypi.asp" title="Raspberry Pi Tutorial" > <span class="learn-span">Learn</span> Raspberry Pi </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-rpi" href="/nodejs/nodejs_raspberrypi.asp" title="Raspberry Pi Tutorial" > Tutorial </a> </div> <div data-name="git" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-git" href="/git/default.asp" title="Git Tutorial" > <span class="learn-span">Learn</span> Git </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-git" href="/git/default.asp" title="Git Tutorial" > Tutorial </a> </div> <div data-name="mongodb" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-mongodb" href="/mongodb/index.php" title="MongoDB Tutorial" > <span class="learn-span">Learn</span> MongoDB </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-mongodb" href="/mongodb/index.php" title="MongoDB Tutorial" > Tutorial </a> </div> <!-- <div data-name="aws cloud" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-aws-cloud" href="/aws/index.php" title="AWS Cloud Tutorial" > <span class="learn-span">Learn</span> AWS Cloud </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-aws-cloud" href="/aws/index.php" title="AWS Cloud Tutorial" > Tutorial </a> </div> --> <div data-name="xml" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-xml" href="/xml/default.asp" title="XML Tutorial" > <span class="learn-span">Learn</span> XML </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-xml" href="/xml/default.asp" title="XML Tutorial" > Tutorial </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ref-xml" href="/xml/dom_nodetype.asp" title="XML Reference" > Reference </a> </div> </div> <div id="tutotials_data_analytics_links_list_mobile" class="w3-hide-large w3-hide-medium" > <h3 class="tnb-nav-section-title" data-heading="data_analytics_title" > Data Analytics </h3> <div data-name="ai" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-ai" href="/ai/default.asp" title="Artificial Intelligence Tutorial" > <span class="learn-span">Learn</span> AI </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-ai" href="/ai/default.asp" title="Artificial Intelligence Tutorial" > Tutorial </a> </div> <div data-name="generative ai" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-genai" href="/gen_ai/index.php" title="Generative AI Tutorial" > <span class="learn-span">Learn</span> Generative AI </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-genai" href="/gen_ai/index.php" title="Generative AI Tutorial" > Tutorial </a> </div> <div data-name="chatgpt-3.5" data-category="data_analytics" > <a href="/gen_ai/chatgpt-3-5/index.php" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-chatgpt35" title="ChatGPT-3.5 Tutorial" > <span class="learn-span">Learn</span> ChatGPT-3.5 </a> <a href="/gen_ai/chatgpt-3-5/index.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-chatgpt35" title="ChatGPT-3.5 Tutorial" > Tutorial </a> </div> <div data-name="chatgpt-4" data-category="data_analytics" > <a href="/gen_ai/chatgpt-4/index.php" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-chatgpt4" title="ChatGPT-4 Tutorial" > <span class="learn-span">Learn</span> ChatGPT-4 </a> <a href="/gen_ai/chatgpt-4/index.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-chatgpt35" title="ChatGPT-4 Tutorial" > Tutorial </a> </div> <div data-name="google bard" data-category="data_analytics" > <a href="/gen_ai/bard/index.php" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-bard" title="Google Bard Tutorial" > <span class="learn-span">Learn</span> Google Bard </a> <a href="/gen_ai/bard/index.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-bard" title="Google Bard Tutorial" > Tutorial </a> </div> <div data-name="machine learning" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-ml" href="/python/python_ml_getting_started.asp" title="Machine Learning Tutorial" > <span class="learn-span">Learn</span> Machine Learning </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-ml" href="/python/python_ml_getting_started.asp" title="Machine Learning Tutorial" > Tutorial </a> </div> <div data-name="dsa" data-category="data_analytics" > <a href="/dsa/index.php" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-dsa" title="DSA - Data Structures and Algorithms" > <span class="learn-span">Learn</span> DSA </a> <a href="/dsa/index.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-dsa" title="DSA - Data Structures and Algorithms " > Tutorial </a> </div> <div data-name="data science" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-ds" href="/datascience/default.asp" title="Data Science Tutorial" > <span class="learn-span">Learn</span> Data Science </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-ds" href="/datascience/default.asp" title="Data Science Tutorial" > Tutorial </a> </div> <div data-name="numpy" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-numpy" href="/python/numpy/default.asp" title="NumPy Tutorial" > <span class="learn-span">Learn</span> NumPy </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-numpy" href="/python/numpy/default.asp" title="NumPy Tutorial" > Tutorial </a> </div> <div data-name="pandas" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-pandas" href="/python/pandas/default.asp" title="Pandas Tutorial" > <span class="learn-span">Learn</span> Pandas </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-pandas" href="/python/pandas/default.asp" title="Pandas Tutorial" > Tutorial </a> </div> <div data-name="scipy" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-scipy" href="/python/scipy/index.php" title="SciPy Tutorial" > <span class="learn-span">Learn</span> SciPy </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-scipy" href="/python/scipy/index.php" title="SciPy Tutorial" > Tutorial </a> </div> <div data-name="matplotlib" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-matplotlib" href="/python/matplotlib_intro.asp" title="Matplotlib Tutorial" > <span class="learn-span">Learn</span> Matplotlib </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-matplotlib" href="/python/matplotlib_intro.asp" title="Matplotlib Tutorial" > Tutorial </a> </div> <div data-name="statistics" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-stat" href="/statistics/index.php" title="Statistics Tutorial" > <span class="learn-span">Learn</span> Statistics </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-stat" href="/statistics/index.php" title="Statistics Tutorial" > Tutorial </a> </div> <div data-name="excel" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-excel" href="/excel/index.php" title="Excel Tutorial" > <span class="learn-span">Learn</span> Excel </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-excel" href="/excel/index.php" title="Excel Tutorial" > Tutorial </a> </div> <div data-name="google sheets" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-tut-sheets" href="/googlesheets/index.php" title="Google Sheets Tutorial" > <span class="learn-span">Learn</span> Google Sheets </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-tut-sheets" href="/googlesheets/index.php" title="Google Sheets Tutorial" > Tutorial </a> </div> </div> <div id="tutorials_web_building_links_list_mobile" class="w3-hide-large w3-hide-medium" > <h3 class="tnb-nav-section-title" data-heading="web_building_title" > Web Building </h3> <div data-name="create a website" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-spaces fixpaddingsmallmenu" href="/spaces/index.php" title="Get Your Own Website With W3shools Spaces" > Create a Website <span class="ribbon-topnav" style="background-color: #d9212c; color: white" > HOT! </span> </a> </div> <div data-name="create a server" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-server fixpaddingsmallmenu" href="/spaces/index.php" title="Get Your Own Server With W3shools Spaces" > Create a Server <span class="ribbon-topnav ws-green">NEW</span> </a> </div> <div data-name="where to start" data-category="web_building" > <a class="w3-bar-item w3-button ga-top-drop ga-top-drop-tut-wheretostart fixpaddingsmallmenu" href="/where_to_start.asp" title="Where To Start - Web 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href="/python/python_exercises.asp" title="Python Exercises" > Exercise </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-python" href="/python/python_quiz.asp" title="Python Quizzes" > Quiz </a> </div> <div data-name="sql" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-sql" href="/sql/sql_exercises.asp" title="SQL Exercises" > SQL </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-sql" href="/sql/sql_exercises.asp" title="SQL Exercises" > Exercise </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-sql" href="/sql/sql_quiz.asp" title="SQL Quizzes" > Quiz </a> </div> <div data-name="mysql" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-mysql" href="/mysql/mysql_exercises.asp" title="MySQL Exercises" > MySQL </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-mysql" href="/mysql/mysql_exercises.asp" title="MySQL Exercises" > Exercise </a> <a 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class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-postgresql" title="PostgreSQL Exercises" > Exercise </a> <a href="/postgresql/postgresql_quiz.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-postgresql" title="PostgreSQL Quizzes" > Quiz </a> </div> <div data-name="typescript" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-typescript" href="/typescript/typescript_exercises.php" title="TypeScript Exercises" > TypeScript </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-typescript" href="/typescript/typescript_exercises.php" title="TypeScript Exercises" > Exercise </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-typescript" href="/typescript/typescript_quiz.php" title="TypeScript Quizzes" > Quiz </a> </div> <div data-name="git" data-category="backend" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-git" href="/git/git_exercises.asp" title="Git Exercises" > Git </a> <a 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class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-aws-cloud" href="/aws/aws_exercises.php" title="AWS Cloud Exercises" > AWS Cloud </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-aws-cloud" href="/aws/aws_exercises.php" title="AWS Cloud Exercises" > Exercise </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-aws-cloud" href="/aws/aws_quiz.php" title="AWS Cloud Quizzes" > Quiz </a> </div> --> </div> <div class="w3-hide-large w3-hide-medium" id="exercises_data_analytics_links_list" > <h3 class="tnb-nav-section-title" data-heading="data_analytics_title" > Data Analytics </h3> <div data-name="dsa" data-category="data_analytics" > <a href="/dsa/dsa_exercises.php" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-dsa" title="DSA Exercises" > DSA </a> <a href="/dsa/dsa_exercises.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-dsa" title="DSA Exercises" > Exercise </a> <a href="/dsa/dsa_quiz.php" class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-dsa" title="DSA Quizzes" > Quiz </a> </div> <div data-name="numpy" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-numpy" href="/python/numpy/numpy_exercises.asp" title="NumPy Exercises" > NumPy </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-numpy" href="/python/numpy/numpy_exercises.asp" title="NumPy Exercises" > Exercise </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-numpy" href="/python/numpy/numpy_quiz.asp" title="NumPy Quizzes" > Quiz </a> </div> <div data-name="pandas" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-pandas" href="/python/pandas/pandas_exercises.asp" title="Pandas Exercises" > Pandas </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-pandas" href="/python/pandas/pandas_exercises.asp" title="Pandas Exercises" > Exercise </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-pandas" href="/python/pandas/pandas_quiz.asp" title="Pandas Quizzes" > Quiz </a> </div> <div data-name="scipy" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-scipy" href="/python/scipy/scipy_exercises.php" title="SciPy Exercises" > SciPy </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-scipy" href="/python/scipy/scipy_exercises.php" title="SciPy Exercises" > Exercise </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-qz-scipy" href="/python/scipy/scipy_quiz.php" title="SciPy Quizzes" > Quiz </a> </div> <div data-name="excel" data-category="data_analytics" > <a class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-ex-excel" href="/excel/excel_exercises.php" title="Excel Exercises" > Excel </a> <a class="ws-btn acclink-text ga-top-drop ga-top-drop-ex-excel" href="/excel/excel_exercises.php" title="Excel Exercises" > Exercise </a> </div> <div class="black-box-container"> <a class="w3-bar-item w3-button ga-top-drop w3-center w3-round ga-top-drop-exercises" href="/exercises/index.php" title="W3Schools Exercises" style="display: block; background-color: #21232c; border: 1px solid grey; width: 195px; margin-bottom: 16px" > What is an Exercise? </a> <a class="w3-bar-item w3-button ga-top-drop w3-center w3-round ga-top-drop-quiztest" href="/quiztest/default.asp" title="W3Schools Quizzes" style="display: block; background-color: #21232c; border: 1px solid grey; width: 195px" > What is a Quiz? </a> </div> </div> </div> </div> <br /> </div> <div class="w3-button tnb-close-nav-btn w3-round" tabindex="0" onclick="TopNavBar.closeNavItem('exercises')" onkeydown="TopNavBar.mouseHandler(event, this, 'exercises')" role="button" aria-label="Close navigation" > <span>×</span> </div> </nav> <nav id="nav_certified" class="dropdown-nav w3-hide-small navex" tabindex="-1" aria-label="Certification menu" > <div class="w3-content menu-content"> <div id="certified_list" class="w3-row-padding w3-bar-block" > <div class="nav-heading-container w3-container"> <div class="nav-heading-container-title"> <h2 style="color: #fff4a3"><b>Certificates</b></h2> </div> <div data-section="certificates" class="filter-input-wrapper" > <div class="filter-input-inner-wrapper"> <label for="filter-certified-input" class="tnb-soft-hide" > Filter field for certifications </label> <input id="filter-certified-input" oninput="TopNavBar.filter(event, 'nav_certified')" type="text" class="filter-input" placeholder="Filter..." aria-label="Certificate filter bar" /> <div class="filter-clear-btn tnb-button-dark-v2" role="button" aria-label="Filter clear button" onclick="TopNavBar.clearFilter(event, 'nav_certified')" > <span>×</span> </div> </div> </div> </div> <div class="w3-col l4 m6"> <div id="certified_html_css_links_list"> <h3 class="tnb-nav-section-title" data-heading="html_and_css_title" > HTML and CSS </h3> <div data-name="html" data-category="html_and_css" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/html-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-html" title="HTML Certification Exam" > HTML </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/html-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-html" title="HTML Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/html-course" class="ws-btn acclink-text ga-top-dropga-top-drop-course-html" title="Paid HTML Course" > Course </a> </div> <div data-name="css" data-category="html_and_css" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/css-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-css" title="CSS Certification Exam" > CSS </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/css-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-css" title="CSS Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/css-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-css" title="Paid CSS Course" > Course </a> </div> <div data-name="bootstrap" data-category="html_and_css" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/bootstrap-3-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-bs3" title="Bootstrap 3 Certification Exam" > Bootstrap 3 </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/bootstrap-3-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-bs3" title="Bootstrap 3 Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/single-courses/products/bootstrap-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-bs3" title="Paid Bootstrap 3 Course" > Course </a> </div> <div data-name="bootstrap4" data-category="html_and_css" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/bootstrap-4-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-bs4" title="Bootstrap 4 Certification Exam" > Bootstrap 4 </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/bootstrap-4-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-bs4" title="Bootstrap 4 Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/single-courses/products/bootstrap-4-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-bs4" title="Paid Bootstrap 4 Course" > Course </a> </div> <div data-name="bootstrap5" data-category="html_and_css" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/bootstrap-5-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-bs5" title="Bootstrap 5 Certification Exam" > Bootstrap 5 </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/bootstrap-5-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-bs5" title="Bootstrap 5 Certification Exam" > Certificate </a> </div> </div> <div id="certified_data_analytics_links_list_desktop" class="w3-hide-small" > <h3 class="tnb-nav-section-title" data-heading="data_analytics_title" > Data Analytics </h3> <div data-name="dsa" data-category="data_analytics" > <a target="_blank" href="https://campus.w3schools.com/products/dsa-certification-exam" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-dsa" title="DSA Certificate Exam" > DSA </a> <a target="_blank" href="https://campus.w3schools.com/products/dsa-certification-exam" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-dsa" title="DSA Certificate Exam" > Certificate </a> </div> <div data-name="data analytics" data-category="data_analytics" > <a target="_blank" href="https://campus.w3schools.com/products/data-analytics-program" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-course-data-analytic" title="Paid Data Analytics Course" > Data Analytics </a> <a target="_blank" href="https://campus.w3schools.com/products/data-analytics-program" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-data-analytic" title="Paid Data Analytics Course" > Course </a> </div> <div data-name="numpy" data-category="data_analytics" > <a target="_blank" href="https://campus.w3schools.com/products/numpy-certification-exam" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-numpy" title="NumPy Certification Exam" > NumPy </a> <a target="_blank" href="https://campus.w3schools.com/products/numpy-certification-exam" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-numpy" title="NumPy Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/products/numpy-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-numpy" title="Paid NumPy Course" > Course </a> </div> <div data-name="pandas" data-category="data_analytics" > <a target="_blank" href="https://campus.w3schools.com/products/pandas-certification-exam" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-pandas" title="Pandas Certification Exam" > Pandas </a> <a target="_blank" href="https://campus.w3schools.com/products/pandas-certification-exam" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-pandas" title="Pandas Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/products/pandas-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-pandas" title="Paid Pandas Course" > Course </a> </div> <div data-name="excel" data-category="data_analytics" > <a target="_blank" href="https://campus.w3schools.com/products/excel-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-excel" title="Excel Certification Exam" > Excel </a> <a target="_blank" href="https://campus.w3schools.com/products/excel-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-excel" title="Excel Certification Exam" > Certificate </a> </div> <div data-name="social media" data-category="data_analytics" > <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/social-media-marketing-course" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-course-some" title="Paid Social Media Course" > Social Media </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/social-media-marketing-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-some" title="Paid Social Media Course" > Course </a> </div> <div class="black-box-container"> <a target="_blank" href="https://campus.w3schools.com" class="w3-bar-item w3-button ga-top-drop w3-center w3-round ga-top-drop-campus" title="W3Schools Campus" style="display: block; background-color: #21232c; border: 1px solid grey; width: 195px; margin-bottom: 16px" > What is a Certificate? </a> </div> </div> <div class="certified_programs_links_list w3-hide-large w3-hide-small"> <h3 class="tnb-nav-section-title" data-heading="programs_title" > Programs </h3> <div data-name="full access" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/w3schools-full-access-course" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-course-fullaccess" title="Paid Full Access Course" > Full Access <span class="ribbon-topnav ws-green" style="font-size: 13px; font-weight: normal" > Best Value! </span> </a> </div> <div data-name="front end" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/front-end-course" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-front-end" title="Paid Front End Course" > Front End </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/front-end-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-front-end" title="Front End Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/front-end-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-front-end" title="Paid Front End Development Course" > Course </a> </div> <div data-name="web design" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/modern-web-development-certification" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-web-dev" title="Web Development Certification" > Web Dev. </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/modern-web-development-certification" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-web-dev" title="Web Development Certification" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/learn-modern-web-development" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-web-dev" title="Paid Web Development Course" > Course </a> </div> <div data-name="web development" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-application-development-certificates" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-web-app" title="Web Application Development Certification" > Web App </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-application-development-certificates" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-web-app" title="Web Application Development Certification" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/web-application-development-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-web-app" title="Paid Web Application Course" > Course </a> </div> <div data-name="web app" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-design-certification" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-web-design" title="Web Design Certification Exam" > Web Design </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-design-certification" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-web-design" title="Web Design Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/learn-web-design" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-web-design" title="Paid Web Design Course" > Course </a> </div> </div> </div> <div class="w3-col l4 m6"> <div id="certified_javascript_links_list"> <h3 class="tnb-nav-section-title" data-heading="javascript_title" > JavaScript </h3> <div data-name="javascript" data-category="javascript" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/javascript-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-js" title="JavaScript Certification Exam" > JavaScript </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/javascript-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-js" title="JavaScript Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/javascript-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-js" title="Paid JavaScript Course" > Course </a> </div> <div data-name="react" data-category="javascript" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/react-js-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-react" title="React.js Certification Exam" > React </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/react-js-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-react" title="React.js Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/react-js-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-react" title="Paid React.js Course" > Course </a> </div> <div data-name="jquery" data-category="javascript" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/jquery-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-jquery" title="jQuery Certification Exam" > jQuery </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/jquery-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-jquery" title="jQuery Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/jquery-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-jquery" title="Paid jQuery Course" > Course </a> </div> <div data-name="vue" data-category="javascript" > <a target="_blank" href="https://campus.w3schools.com/products/vue-js-certification-exam" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-vue" title="Vue Certification Exam" > Vue </a> <a target="_blank" href="https://campus.w3schools.com/products/vue-js-certification-exam" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-vue" title="Vue Certification Exam" > Certificate </a> </div> </div> <div class="certified_programs_links_list w3-hide-medium w3-hide-large"> <h3 class="tnb-nav-section-title" data-heading="programs_title" > Programs </h3> <div data-name="full access" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/w3schools-full-access-course" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-course-fullaccess" title="Paid Full Access Course" > Full Access <span class="ribbon-topnav ws-green" style="font-size: 13px; font-weight: normal" > Best Value! </span> </a> </div> <div data-name="front end" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/front-end-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-front-end" title="Front End Certification Exam" > Front End </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/front-end-certificate" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-front-end" title="Front End Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/front-end-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-front-end" title="Paid Front End Development Course" > Course </a> </div> <div data-name="web dev." data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/modern-web-development-certification" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-web-dev" title="Web Development Certification" > Web Dev. </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/modern-web-development-certification" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-web-dev" title="Web Development Certification" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/learn-modern-web-development" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-web-dev" title="Paid Web Development Course" > Course </a> </div> <div data-name="web app" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-application-development-certificates" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-web-app" title="Web Application Development Certification" > Web App </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-application-development-certificates" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-web-app" title="Web Application Development Certification" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/web-application-development-course" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-web-app" title="Paid Web Application Course" > Course </a> </div> <div data-name="web design" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-design-certification" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-web-design" title="Web Design Certification Exam" > Web Design </a> <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/web-design-certification" class="ws-btn acclink-text ga-top-drop ga-top-drop-cert-web-design" title="Web Design Certification Exam" > Certificate </a> <a target="_blank" href="https://campus.w3schools.com/collections/course-best-sellers/products/learn-web-design" class="ws-btn acclink-text ga-top-drop ga-top-drop-course-web-design" title="Paid Web Design Course" > Course </a> </div> </div> <div class="certified_programs_links_list w3-hide-medium w3-hide-small" id="certified_programs_links_list_desktop" > <h3 class="tnb-nav-section-title" data-heading="programs_title" > Programs </h3> <div data-name="full access" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/course-catalog/products/w3schools-full-access-course" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-course-fullaccess" title="Paid Full Access Course" > Full Access <span class="ribbon-topnav ws-green" style="font-size: 13px; font-weight: normal" > Best Value! </span> </a> </div> <div data-name="front end" data-category="programs" > <a target="_blank" href="https://campus.w3schools.com/collections/certifications/products/front-end-certificate" class="w3-bar-item w3-button acctop-link ga-top-drop ga-top-drop-cert-front-end" title="Front End Certification Exam" > Front End </a> <a target="_blank" 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"/graphics/canvas_intro.asp", "Canvas Tutorial"], ["raspberry pi", "/nodejs/nodejs_raspberrypi.asp", "RaspberryPi Tutorial"], ["cybersecurity", "/cybersecurity/index.php", "Cyber Security Tutorial"], ["colors", "/colors/default.asp", "Colors Tutorial"], ["typescript", "/typescript/index.php", "TypeScript Tutorial"], ["git", "/git/default.asp", "Git Tutorial"], ["matplotlib", "/python/matplotlib_intro.asp", "Matplotlib Tutorial"], ["numpy", "/python/numpy/default.asp", "NumPy Tutorial"], ["pandas", "/python/pandas/default.asp", "Pandas Tutorial"], ["scipy", "/python/scipy/index.php", "SciPy Tutorial"], ["asp", "/asp/default.asp", "ASP Tutorial"], ["accessibility", "/accessibility/index.php", "Accessibility Tutorial"], ["appml", "/appml/default.asp", "AppML Tutorial"], ["go", "/go/index.php", "GO Tutorial"], ["DSA", "/dsa/index.php", "Data Structures and Algorithms"], ["excell", "/excel/index.php", "Excel Tutorial"], ["google sheets", "/googlesheets/index.php", "Google Sheets Tutorial"], ["ml", "/python/python_ml_getting_started.asp", "Machine Learning Tutorial"], [" artificial intelligence", "/ai/default.asp", "AI Tutorial"], ["statistics", "/statistics/index.php", "Statistics Tutorial"], ["data science", "/datascience/default.asp", "Data Science Tutorial"], ["code editor", "/tryit/tryit.asp?filename=tryhtml_hello", "Tryit Editor"], ["color picker", "/colors/colors_picker.asp", "Color Picker"], ["code game", "/codegame/index.html", "Code Game"], ["exercises", "/exercises/index.php", "Exercises"], ["quizzes", "/quiztest/default.asp", "Quizzes"], ["templates", "/w3css/w3css_templates.asp", "W3.CSS Templates"], ["courses", "https://shop.w3schools.com/collections/course-catalog", "Courses"], ["certificates", "https://shop.w3schools.com/collections/certifications", "Certificates"], ["spaces", "/spaces/index.php", "W3Schools Spaces"], ["website", "/spaces/index.php", "Create website"], ["how to", "/howto/default.asp", "How-To Library"], // ["aws cloud", "/aws/index.php", "AWS Cloud Tutorial"], ["btn", "/tags/tag_button.asp", "HTML Button Tag", ["bu", "btn"]], ["btn", "/css/css3_buttons.asp", "CSS Buttons", ["bu", "btn"]], ["btn", "/bootstrap5/bootstrap_buttons.php", "Bootstrap 5 Buttons", ["bu", "btn"]], ["btn", "/bootstrap5/bootstrap_button_groups.php", "Bootstrap 5 Button Groups", ["bu", "btn"]], ["btn", "/w3css/w3css_buttons.asp", "W3.CSS Buttons", ["bu", "btn"]], ["btn", "/howto/howto_css_round_buttons.asp", "How to create round buttons", ["bu", "btn"]], ["", "/html/html_links.asp", "HTML Button as a link", ["bu", "btn"]], ["tbl", "/html/html_tables.asp", "HTML Tables"], ["tbl", "/tags/tag_table.asp", "HTML Table Tag", ["ta", "tb"]], ["tbl", "/css/css_table.asp", "CSS Styling Tables", ["ta", "tb"]], ["tbl", "/sql/sql_create_table.asp", "SQL CREATE TABLE", ["ta", "tb"]], ["tbl", "/html/html_table_borders.asp", "HTML Table Borders", ["ta", "tb"]], ["tbl", "/html/html_table_headers.asp", "HTML Table Headers", ["ta", "tb"]], ["", "/tags/tag_div.asp", "HTML div Tag"], ["div", "/html/html_div.asp", "HTML div Tutorial", "div"], ["div", "/html/html_blocks.asp", "HTML Block Elements", "div"], ["", "/html/html_form_input_types.asp", "HTML Input Types", "in"], ["", "/tags/tag_input.asp", "HTML Input Tag", "in"], ["", "/html/html_form_attributes.asp", "HTML Input Attributes", "in"], ["", "/python/ref_func_input.asp", "Python input() Function", ["in", "us"]], ["", "/c/c_user_input.php", "C User Input", ["in", "us"]], ["", "/cpp/cpp_user_input.asp", "C++ User Input", ["in", "us"]], ["", "/css/css_border.asp", "CSS Borders"], ["", "/cssref/pr_border.php", "CSS border Property"], ["", "/html/html_table_borders.asp", "HTML Table Borders", "bo"], ["", "/html/html_forms.asp", "HTML Forms"], ["", "/howto/howto_css_login_form.asp", "How to create a login form"], ["", "/html/html_form_elements.asp", "HTML Form Elements"], ["", "/tags/tag_form.asp", "HTML form Tag"], ["", "/html/html_forms_attributes.asp", "HTML Form Attributes"], ["", "/cssref/sel_hover.php", "CSS hover Selector"], ["css hover", "/css/css3_transitions.asp", "CSS Transitions"], ["img", "/html/html_images.asp", "HTML Images"], ["img", "/css/css_background_image.asp", "CSS Background Images"], ["img", "/cssref/pr_background-image.php", "CSS background-image Property"], ["img", "/html/html_images_imagemap.asp", "HTML Image Map"], ["img", "/howto/howto_css_image_overlay.asp", "How to create image hover effects"], ["", "/css/css_background.asp", "CSS Backgrounds"], ["", "/cssref/css3_pr_background.php", "CSS background Property"], ["", "/html/html_images_background.asp", "HTML Background Images"], ["", "/css/css_font.asp", "CSS Fonts"], ["", "/cssref/pr_font_font.php", "CSS font Property"], ["", "/cssref/pr_font_font.php", "CSS font-family Property"], ["", "/css/css3_fonts.asp", "CSS Web Fonts"], ["", "/cssref/css3_pr_font-face_rule.php", "CSS @font-face Rule"], ["", "/cssref/css_websafe_fonts.php", "Web Safe Fonts"], ["", "/css/css_positioning.asp", "CSS Position"], ["", "/cssref/pr_class_position.php", "CSS position Property"], ["", "/cssref/pr_background-position.php", "CSS background-position Property"], ["", "/sql/func_mysql_position.asp", "MySQL POSITION() Function", "pos"], ["", "/css/css_padding.asp", "CSS Padding"], ["", "/cssref/pr_padding.php", "CSS padding Property"], ["", "/html/html_table_padding_spacing.asp", "HTML Table Cell Padding"], ["", "/cssref/pr_padding-top.php", "CSS padding-top Property"], ["", "/cssref/pr_padding-right.php", "CSS padding-right Property"], ["", "/cssref/pr_padding-bottom.php", "CSS padding-bottom Property"], ["", "/cssref/pr_padding-left.php", "CSS padding-left Property"], ["", "/tags/tag_span.asp", "HTML span Tag"], ["", "/html/html_table_colspan_rowspan.asp", "HTML Table Colspan/Rowspan"], ["inline span", "/html/html_blocks.asp", "HTML Inline Elements"], ["", "/html/html_colors.asp", "HTML Colors"], ["", "/css/css_colors.asp", "CSS Colors"], ["", "/tags/ref_colornames.asp", "HTML Color 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"W3.CSS Margins"], ["css margins", "/css/css_boxmodel.asp", "CSS Box Model"], ["", "/cssref/pr_margin-top.php", "CSS margin-top Property"], ["", "/cssref/pr_margin-right.php", "CSS margin-right Property"], ["", "/cssref/pr_margin-bottom.php", "CSS margin-bottom Property"], ["", "/cssref/pr_margin-left.php", "CSS margin-left Property"], ["", "/css/css3_flexbox.asp", "CSS Flexbox Tutorial"], ["", "/cssref/css3_pr_flex.php", "CSS flex Property"], ["", "/css/css3_flexbox_container.asp", "CSS Flex Container"], ["", "/css/css3_flexbox_items.asp", "CSS Flex Items"], ["", "/cssref/css3_pr_flex-direction.php", "CSS flex-direction Property"], ["", "/cssref/css3_pr_flex-wrap.php", "CSS flext-wrap Property"], ["", "/bootstrap5/bootstrap_flex.php", "Bootstrap 5 Flex Tutorial", "fle"], ["css navbar", "/css/css_navbar.asp", "CSS Navigation Bar"], ["css navbar", "/css/css_navbar_vertical.asp", "CSS Vertical Navigation Bar"], ["css navbar", "/css/css_navbar_horizontal.asp", "CSS Horizontal Navigation 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"/icons/icons_reference.asp", "Icon Reference"], ["", "/sass/sass_functions_string.php", "Sass Reference"], ["", "/jsref/default.asp", "JavaScript Reference"], ["", "/jsref/default.asp", "HTML DOM Reference"], ["", "/jquery/jquery_ref_overview.asp", "jQuery Reference"], ["", "/angular/angular_ref_directives.asp", "AngularJS Reference"], ["", "/python/python_reference.asp", "Python Reference"], ["", "/java/java_ref_reference.asp", "Java Reference"], ["", "/sql/sql_ref_keywords.asp", "SQL Reference"], ["", "/mysql/mysql_ref_functions.asp", "MySQL Reference"], ["", "/php/php_ref_overview.asp", "PHP Reference"], ["", "/asp/asp_ref_response.asp", "ASP Reference"], ["", "/xml/dom_nodetype.asp", "XML DOM Reference"], ["", "/xml/dom_http.asp", "XML Http Reference"], ["", "/xml/xsl_elementref.asp", "XSLT Reference"], ["", "/xml/schema_elements_ref.asp", "XML Schema Reference"], ["", "/charsets/default.asp", "HTML Character Sets"], ["", "/charsets/ref_html_ascii.asp", "HTML ASCII"], ["", "/charsets/ref_html_ansi.asp", "HTML ANSI"], ["", "/charsets/ref_html_ansi.asp", "HTML Windows-1252"], ["", "/charsets/ref_html_8859.asp", "HTML ISO-8859-1"], ["", "/charsets/ref_html_symbols.asp", "HTML Symbols"], ["", "/charsets/ref_html_utf8.asp", "HTML UTF-8"], ["django", "/django/index.php", "Django Tutorial"], ["mongodb", "/mongodb/index.php", "MongoDB Tutorial"], ["", "/typingspeed/default.asp", "Test your typing speed"], ["css certificate", "https://campus.w3schools.com/collections/certifications/products/css-certificate", "CSS Certificate"], ["js certificate", "https://campus.w3schools.com/collections/certifications/products/javascript-certificate", "JavaScript Certificate"], ["front end certificate", "https://campus.w3schools.com/collections/certifications/products/front-end-certificate", "Front End Certificate"], ["sql certificate", "https://campus.w3schools.com/collections/certifications/products/sql-certificate", "SQL Certificate"], ["python certificate", 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Refsnes Data offers the website (w3schools.com) including all its content, information, and related tools. The solutions (Such as Spaces, Courses, and My learning) and billing system are operated by W3schools Network. The two entities are separately responsible for the services that they provide, manage and operate.</p> <p>Throughout the site, the terms "we", "us" and "our" refer to Refsnes Data and W3schools Network.</p> <p>By visiting our site and/or purchasing something from us, you engage in our "Service" and agree to be bound by the following terms and conditions ("Terms of Service", "Terms"), including those additional terms and conditions and policies referenced herein and/or available by hyperlink. These Terms of Service apply to all users of the site, including without limitation users who are browsers, vendors, customers, merchants, and/or contributors of content.</p> <p>Please read these Terms of Service carefully before accessing or using our website or services. By accessing or using any part of the site, you agree to be bound by these Terms of Service. If you do not agree to all the terms and conditions of this agreement, then you may not access the website or use any services.</p> <p>Any new features or tools which are added to the current site shall also be subject to the Terms of Service. You can review the most current version of the Terms of Service at any time on this page. We reserve the right to update, change or replace any part of these Terms of Service by posting updates and/or changes to our website. It is your responsibility to check this page periodically for changes. Your continued use of or access to the website following the posting of any changes constitutes acceptance of those changes.</p> <hr> <h2>Site Usage Terms</h2> <p>By agreeing to these Terms of Service, you represent that you are at least the age of majority in your state or province of residence, or that you are the age of majority in your state or province of residence and you have given us your consent to allow any of your minor dependents to use this site.</p> <p>Access to services may require you to register an account. This could require you to provide information about yourself such as name, email address and credit card details. The account information and the use of data is subject to our Privacy Policy (https://www.w3schools.com/about/about_privacy.asp)</p> <p>You may not use our products for any illegal or unauthorized purpose nor may you, in the use of the Service, violate any laws in your jurisdiction (including but not limited to copyright laws). You are responsible for complying with any law, rules, and regulations applicable to you.</p> <p>You must not transmit any worms or viruses or any code of a destructive nature.</p> <p>A breach or violation of any of our Terms can result in an immediate termination of your Services. We reserve the right to remove or restrict your account and to remove content such as websites and other user-created data at any time at our sole and absolute discretion.</p> <hr> <h2>General Conditions</h2> <p>We reserve the right to refuse service to anyone for any reason at any time.</p> <p>You understand that your content may be transferred unencrypted and involve (a) transmissions over various networks, and (b) changes to conform and adapt to technical requirements of connecting networks or devices.</p> <p>Credit card information is always encrypted during transfer over networks, and are processed and handled by our selected Payment Service Providers. We only preserve the last four-digit and expiry date of your Credit card. This is, among other things, to let you know in advance if your Credit card is soon to expire, so that we can assure the continuous running of your Services with us.</p> <p>You agree not to reproduce, duplicate, copy, sell, resell or exploit any portion of the Service, use of the Service, or access to the Service or any contact on the website through which the service is provided, without express written permission by us.</p> <p>The headings used in this agreement are included for convenience only and will not limit or otherwise affect these Terms. </p> <hr> <h2>Fair Use</h2> <p>Fair use defines our exceptions to the rights protected by copyright laws.</p> <p>Fair use of W3Schools includes using copyrighted material:</p> <ul> <li>In research</li> <li>In news reporting</li> <li>In citations</li> <li>In commentary</li> </ul> <p>Fair use of W3Schools also includes: </p> <ul> <li>Linking to W3Schools </li> <li>Adding W3Schools to search engines</li> <li>Library archiving W3Schools</li> </ul> <hr> <h2>Using W3Schools in Teaching</h2> <p>Fair use includes using copyrighted material in teaching under this balancing:</p> <h3>Favorable Use:</h3> <ul> <li>Copying examples and code snippets for non-profit teaching and research.</li> <li>Copying small quantities, appropriate for classroom teaching.</li> </ul> <h3>Not Favorable Use:</h3> <ul> <li>Copying for profitable or commercial use.</li> <li>Massive or verbatim copying.</li> <li>Copying large quantities.</li> </ul> <hr> <h2>Accuracy, Completeness and Timeliness of Information </h2> <p>We are not responsible if information made available on our sites is incomplete or invalid.</p> <p>The material on this site is provided for general information only and should not be relied upon or used as the sole basis for making decisions without consulting primary, more accurate, more complete or more timely sources of information. Any reliance on the material on this site is at your own risk.</p> <p>This site may contain certain historical information. Historical information, necessarily, is not current and is provided for your reference only. We reserve the right to modify the contents of this site at any time, but we have no obligation to update any information on our site. You agree that it is your responsibility to monitor changes to our site.</p> <p>If you discover that the site or its contents contains errors, please contact us so these can be corrected.</p> <p>Contact address:<br>help@w3schools.com</p> <hr> <h2>Modifications to the Service and Prices </h2> <p>By agreeing to a subscription price, you will remain on that price for the duration of the payment term. Prices are subject to change at the end of your next payment term, and we will do our best to clearly inform you about any price change in advance of your next billing period.</p> <p>We shall not be liable to you or to any third-party for any modification, price change, suspension or discontinuance of the Service. </p> <hr> <h2>Products or Services</h2> <p>Certain products or services may be available exclusively online through the website.</p> <p>We reserve the right, but are not obligated, to limit the sales of our products or Services to any person, geographic region or jurisdiction. We may exercise this right on a case-by-case basis.</p> <p>We reserve the right to limit the quantities of any products or services that we offer. All descriptions of products or product pricing are subject to change at any time without notice, at the sole discretion of us.</p> <p>We reserve the right to discontinue any product at any time. Any offer for any product or service made on this site is void where prohibited.</p> <p>We do not warrant that the quality of any products, services, information, or other material purchased or obtained by you will meet your expectations, or that any errors in the Service will be corrected.</p> <hr> <h2>Refund Policy</h2> <p>Exams & Courses:</p> <p>You may withdraw from the course or exam for any reason within 14 days after the date you first receive access to the service, which is the date of the email sent to you containing access to the online course or exam. If any exam attempts are used, purchases are considered final and are not eligible for a refund. For any questions or issues with your product please contact our support at hello@w3schools.com Otherwise, all purchases are considered final after 14 days.</p> <p>Plans & Subscriptions:</p> <p>We issue no refunds for plans and subscriptions. You may cancel your subscription with W3Schools anytime, but you won't be issued a refund for the billed period. The only exception is in legal matters such as fraud and misuse.</p> <hr> <h2>Domains</h2> <p>We are offering a service to our users to purchase domains, which connects to their W3schools Spaces. This enables the user to search, select and purchase a specific domain which will be linked to the Space by automation.</p> <p>You acknowledge that by purchasing a domain you are the sole owner and have the responsibility to act according to the related terms and conditions.</p> <p>W3schools are collaborating with third parties such as Amazon and its Route 53 services for registration and distribution of domains. You can read about the related third party terms and conditions agreement here:<br> <a href="https://aws.amazon.com/route53/domain-registration-agreement/" target="_blank"> https://aws.amazon.com/route53/domain-registration-agreement/</a></p> <p>The exceptions to this agreement are purchasing and billing, which is handled by W3schools who acts as the distributor. Complaints, claims, concerns, or questions regarding third-party products should be directed to our support channel: support@w3schools.com</p> <p>Amazon is affiliated with Gandi as a registrar and the specific requirements related to each of the TLDs are available on the <a href="http://aws.amazon.com/route53/amazon-registrar-policies/" target="_blank"> Amazon Registrar policy</a> page and the <a href="https://www.gandi.net/en-US/contracts/terms-of-service" target="_blank"> Gandi contract page</a>. Your acceptance of this agreement signifies that you have read, understood, acknowledged and agreed to the agreements, guidelines, policies, procedures, registration requirements or operational standard of the TLD in which you register any domain name. We maintain the right to cancel and withhold the refund if you do not accept the related requirements.</p> <p>W3Schools are responsible for the purchasing and billing related to the distribution. The domain gets renewed automatically every year and agree that you have understood that you have to actively cancel the renewal to opt out of the service. You can read more about billing in the section Accuracy of Billing and Account Information.</p> <p>We are not liable or responsible for any harm, errors or omissions related to any actions by the registry administrator, such as request to register or renewal. Please review carefully the third-party's policies and practices and make sure you understand them before you engage in any transaction.</p> <hr> <h2>Accuracy of Billing and Account Information</h2> <p>We reserve the right to refuse any order you place with us. We may, in our sole discretion, limit or cancel quantities purchased per person, per household or per order. These restrictions may include orders placed by or under the same customer account, the same credit card, and/or orders that use the same billing and/or shipping address.</p> <p>In the event that we make a change to or cancel an order, we may attempt to notify you by contacting the e‑mail and/or billing address/phone number provided at the time the order was made.</p> <p>We reserve the right to limit or prohibit orders that, in our sole judgment, appear to be placed by dealers, resellers or distributors.</p> <p>You agree to provide current, complete and accurate purchase and account information for all purchases made on our site. You agree to promptly update your account and other information, including your email address and credit card numbers and expiration dates, so that we can complete your transactions and contact you as needed.</p> <hr> <h2>Optional Tools</h2> <p>We may provide you with access to third-party tools over which we neither monitor nor have any control nor input. You acknowledge and agree that we provide access to such tools "as is" and "as available" without any warranties, representations or conditions of any kind and without any endorsement. We shall have no liability whatsoever arising from or relating to your use of optional third-party tools.</p> <p>Any use by you of optional tools offered through the site is entirely at your own risk and discretion and you should ensure that you are familiar with and approve of the terms on which tools are provided by the relevant third-party provider(s).</p> <p>We may also, in the future, offer new services and/or features through the website (including, the release of new tools and resources). Such new features and/or services shall also be subject to these Terms of Service. </p> <hr> <h2>Third-Party Links</h2> <p>Certain content, products and services available via our Service may include materials from third-parties.</p> <p>Third-party links on this site may direct you to third-party websites that are not affiliated with us. We are not responsible for examining or evaluating the content or accuracy and we do not warrant and will not have any liability or responsibility for any third-party materials or websites, or for any other materials, products, or services of third-parties.</p> <p>We are not liable for any harm or damages related to the purchase or use of goods, services, resources, content, or any other transactions made in connection with any third-party websites. Please review carefully the third-party's policies and practices and make sure you understand them before you engage in any transaction. Complaints, claims, concerns, or questions regarding third-party products should be directed to the third-party. </p> <hr> <h2>User Comments, Feedback, and Other Submissions</h2> <p>You are the owner of the content that you create with our services. The content is managed by you and you are responsible for its compliance. This includes copyright responsibility; you must agree that you only will create content that you own and/or have the right to use. We keep the right to change or delete user content at any time.</p> <p>If, at our request, you send certain specific submissions (for example contest entries) or without a request from us you send creative ideas, suggestions, proposals, plans, or other materials, whether online, by email, by postal mail, or otherwise (collectively, 'comments'), you agree that we may, at any time, without restriction, edit, copy, publish, distribute, translate and otherwise use in any medium any comments that you forward to us.</p> <p>We are and shall be under no obligation (1) to maintain any user content in confidence; (2) to pay compensation for any user content; or (3) to respond to any comments.</p> <p>We may, but have no obligation to, monitor, edit or remove content that we determine in our sole discretion are unlawful, offensive, threatening, libelous, defamatory, pornographic, obscene or otherwise objectionable or violates any party's intellectual property or these Terms of Service.</p> <p>You agree that your user content will not violate any right of any third-party, including copyright, trademark, privacy, personality or other personal or proprietary right. You further agree that your user content will not contain libelous or otherwise unlawful, abusive or obscene material, or contain any computer virus or other malware that could in any way affect the operation of the Service or any related website. This includes any intellectual property, copyrighted material, trademark, patents and privacy rights.</p> <p>You may not use a false e‑mail address, pretend to be someone other than yourself, or otherwise mislead us or third-parties as to the origin of any user content. 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We reserve the right to correct any errors, inaccuracies or omissions, and to change or update information or cancel orders if any information in the Service or on any related website is inaccurate at any time without prior notice (including after you have submitted your order).</p> <p>We undertake no obligation to update, amend or clarify information in the Service or on any related website, including without limitation, pricing information, except as required by law. 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