{"id":35849,"date":"2024-10-17T10:43:27","date_gmt":"2024-10-17T04:58:27","guid":{"rendered":"https:\/\/code-projects.org\/?p=35849"},"modified":"2024-10-17T10:43:27","modified_gmt":"2024-10-17T04:58:27","slug":"movie-recommendation-system-in-python-with-source-code","status":"publish","type":"post","link":"https:\/\/code-projects.org\/movie-recommendation-system-in-python-with-source-code\/","title":{"rendered":"Movie Recommendation System In Python With Source Code"},"content":{"rendered":"\n<p><strong>Project: Movie Recommendation System in Python with source code<\/strong><\/p>\n\n\n\n<p>Please scroll down and click on the download button to download the Movie Recommendation system project for free (scroll down)<\/p>\n\n\n\n<p>The movie Recommendation system is a Content-Based Filtering Movie Recommender. This is built on a [flask app] using Python programming language and JavaScript programming language. Alos, using the concept of CB, the project uses two snippets of code. The first one is in Python programming language using the package \u201cscikit-learn\u201d. And the second snippet of code is in the JavaScript programming language which uses no packages and operates based on logic. Here, feature extraction methods and distance metrics are utilized to generate recommendations.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-about-the-project\"><strong>About the Project<\/strong><\/h4>\n\n\n\n<p>Talking about the project, the project uses content based filtering algorithm where feature extraction method is use for calculating similarity between each item available. Also the project uses cosine similarity algorithm as distance metric. This computes the similarity of items by measuring the cosine of the angle between two vectors projected in a multidimensional vector space. The python code in app.py will generate a list of movie recommendations provided that the user entered a valid movie name. When the movie name matches with a movie name in the dataset, it will generate the recommendations according to the soup column (all details concatenated into one string) of each movie. <\/p>\n\n\n\n<p>Similarly, when the user enter an invalid movie name, the project will show the javascript code from notfound.html.<br>Also, this set of codes will return movie titles that are similar to the input that the user has entered, if applicable. The system will check the data against all existing movie names to find the most similar movie names. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-how-to-run-the-project\">How To Run The Project?<\/h4>\n\n\n\n<p>To run this project, you must have&nbsp;installed&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.python.org\/downloads\/\" target=\"_blank\">Python<\/a>&nbsp;on your PC. After downloading the project, follow the steps below:<\/p>\n\n\n\n<p><strong>Step1:<\/strong>&nbsp;Extract\/Unzip the file<\/p>\n\n\n\n<p><strong>Step2:<\/strong> Go inside the project folder, then open cmd.<\/p>\n\n\n\n<p><strong>Step 3:<\/strong> Activate the environment and install requirements (windows) as shown below:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python -m venv venv\n.\\venv\\scripts\\activate\npython -m pip install -r requirements.txt <\/pre>\n\n\n\n<p><strong>Step 4:<\/strong> Run flask app as shown below:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>set FLASK_APP=app.py\nset FLASK_ENV=development\nflask run<\/code><\/pre>\n\n\n\n<p>The Movie Recommendation System in Python project with source code is free to download.\u00a0Use for educational purposes<strong>\u00a0only!<\/strong>\u00a0Also, for the project demo, have a look at the video below:<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Movie Recommendation System in Python with source code | Source Code &amp; Projects\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/hI5gAIrWsS4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption><strong>project demo<\/strong><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-download-movie-recommendation-system-in-python-with-source-code-click-the-button-below\">DOWNLOAD MOVIE RECOMMENDATION SYSTEM IN PYTHON WITH SOURCE CODE: CLICK THE BUTTON BELOW<\/h2>\n\n\n<p>[cpdownload=e2d059f5-f4d4-4689-8d69-3884999deb5c]<\/p>\n\n\n\n<p><strong>Moreover, if stuck or need help customizing this project as per your need, just comment down below and we will do our best to answer your question ASAP.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Project: Movie Recommendation System in Python with source code Please scroll down and click on the download button to download [&hellip;]<\/p>\n","protected":false},"author":2036,"featured_media":35851,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[211],"tags":[50,103],"post_format":[],"class_list":["post-35849","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pythonprojects","tag-html","tag-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Movie Recommendation System In Python With Source Code - Source Code &amp; 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