{"id":19552,"date":"2022-10-14T22:27:53","date_gmt":"2022-10-14T16:57:53","guid":{"rendered":"https:\/\/copyassignment.com\/?p=19552"},"modified":"2022-11-29T18:07:25","modified_gmt":"2022-11-29T12:37:25","slug":"top-15-machine-learning-projects-in-python-with-source-code","status":"publish","type":"post","link":"https:\/\/copyassignment.com\/top-15-machine-learning-projects-in-python-with-source-code\/","title":{"rendered":"Top 15 Machine Learning Projects in Python with source code"},"content":{"rendered":"\n<p>Machine Learning&nbsp;is probably one of the most interesting and hyped branches of computer science. Today, we are here to help you by presenting the&nbsp;Top 15 Machine Learning Projects in Python with source code. We have presented these Machine Learning projects in such a way that difficulty increases as we move to the next project starting from the first Project which will be especially for beginners. <\/p>\n\n\n\n<p>Talking about Machine Learning, it&#8217;s a subdomain of\u00a0Artificial Intelligence\u00a0where humans train the model to learn, analyze and make decisions. The Machine Learning model improves its efficiency over time by learning from its experience. We will see the\u00a0Top 15 Machine Learning Projects in Python with their description, and links to their source code and tutorial. Let\u2019s start.<\/p>\n\n\n\n<script async=\"\" src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-layout=\"in-article\" data-ad-format=\"fluid\" data-ad-client=\"ca-pub-9886351916045880\" data-ad-slot=\"2002566052\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n\n\n<h2 class=\"wp-block-heading\">About Top 15 Machine Learning Projects in Python with source code:<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Name<\/strong><\/td><td>Top 15 Machine Learning Projects in Python with source code<\/td><\/tr><tr><td><strong>Abstract<\/strong><\/td><td>We have presented the best ml projects with links to their source codes and tutorials. We have explained how you can create these projects from scratch.<\/td><\/tr><tr><td><strong>Technology Used<\/strong><\/td><td>ML, Python, Python Libraries like NumPy, Pandas, sklearn, OpenCV, etc<\/td><\/tr><tr><td><strong>IDE<\/strong><\/td><td>Jupyter Notebook, Google Colab(Recommended)<\/td><\/tr><tr><td><strong>Type<\/strong><\/td><td>Machine Learning Projects<\/td><\/tr><tr><td><strong>Recommended for<\/strong><\/td><td>Beginners, Intermediates, and Advanced Python Programmers<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Top 15 Machine Learning Projects in Python with source code are:<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Loan Prediction<\/li>\n\n\n\n<li>Titanic Survival Prediction<\/li>\n\n\n\n<li>Fake News Detection<\/li>\n\n\n\n<li>Stock Price Prediction<\/li>\n\n\n\n<li>Digit Recognition<\/li>\n\n\n\n<li>Gender Recognition<\/li>\n\n\n\n<li>Hate Speech Detection<\/li>\n\n\n\n<li>Credit Card Fraud Detection<\/li>\n\n\n\n<li>Customer Segmentation<\/li>\n\n\n\n<li>Chatbot using Python<\/li>\n\n\n\n<li>Social Media Sentiment Analysis<\/li>\n\n\n\n<li>Movie Recommendation System<\/li>\n\n\n\n<li>Image Recognition<\/li>\n\n\n\n<li>Language Detection<\/li>\n\n\n\n<li>Speech Emotion Recognition<\/li>\n<\/ol>\n\n\n\n<p><strong>Now, we will understand all projects in detail, let&#8217;s start.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">1. Loan Prediction ML Project<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> In this project, we need to find out whether the loan will be approved or not. It is based on the user\u2019s marital status, education, number of dependents, and employment. Several collections of data from past loan applicants use different features to decide the loan status. A machine learning model can look at the data, and give a probability estimate of whether this loan will be approved. <\/p>\n\n\n\n<p><strong>Recommended for:<\/strong>&nbsp;Beginner<br><strong>Tech Stack:<\/strong>&nbsp;Python, Numpy, Pandas, Seaborn, Scikit learn<br><strong>Link to source code<\/strong>: <a href=\"https:\/\/www.analyticsvidhya.com\/blog\/2022\/02\/loan-approval-prediction-machine-learning\/\" data-type=\"URL\" data-id=\"https:\/\/www.analyticsvidhya.com\/blog\/2022\/02\/loan-approval-prediction-machine-learning\/\">Loan Prediction using Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">2. Titanic Survival Prediction Machine Learning Project<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> This is best for you if you are just getting started with Machine Learning projects. This project deals with the Titanic dataset which is one of the most famous incidents everyone is aware of. In this project, we have to predict which passengers survived the Titanic shipwreck based on data such as their age, gender, class, etc. For example, there is a high probability that someone from the first class survived as compared to someone from the third class. <\/p>\n\n\n\n<p><strong>Recommended for:<\/strong>&nbsp;Beginners<br><strong>Tech Stack:<\/strong>&nbsp;Python<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/betterprogramming.pub\/titanic-survival-prediction-using-machine-learning-4c5ff1e3fa16?gi=9fc533cbbde2#:~:text=A%20little%20over%2060%25%20of,survival%20rate%20of%20each%20class.\" data-type=\"URL\" data-id=\"https:\/\/betterprogramming.pub\/titanic-survival-prediction-using-machine-learning-4c5ff1e3fa16?gi=9fc533cbbde2#:~:text=A%20little%20over%2060%25%20of,survival%20rate%20of%20each%20class.\" target=\"_blank\" rel=\"noreferrer noopener\">Titanic Survival Prediction using Machine Learning<\/a><\/p>\n\n\n\n<script async=\"\" src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-layout=\"in-article\" data-ad-format=\"fluid\" data-ad-client=\"ca-pub-9886351916045880\" data-ad-slot=\"2002566052\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">3. Fake News Detection Project in ML<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Fake news spreads like a wildfire and this is a big issue in this era. Such news items may contain false or exaggerated claims and may be virialized by algorithms, and users may end up in a filter bubble. We can build a project to distinguish fake news from the real one. <\/p>\n\n\n\n<p><strong>Recommended for:<\/strong>&nbsp;Beginners<br><strong>Tech Stack:<\/strong>&nbsp;Python, Numpy, Pandas, scikit learn<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/data-flair.training\/blogs\/advanced-python-project-detecting-fake-news\/\" data-type=\"URL\" data-id=\"https:\/\/data-flair.training\/blogs\/advanced-python-project-detecting-fake-news\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fake News Detection Project using Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">4. Stock Price Prediction using Python<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Stock Price Prediction using a machine learning project aims to predict the future price of the stock market based on the previous year\u2019s data. The entire idea of predicting stock prices is to gain significant profits.&nbsp;<\/p>\n\n\n\n<p><strong>Recommended for:<\/strong>&nbsp;Beginner<br><strong>Tech Stack:<\/strong>&nbsp;Python, Scikit learn, Keras, Numpy, Pandas<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/www.simplilearn.com\/tutorials\/machine-learning-tutorial\/stock-price-prediction-using-machine-learning\" data-type=\"URL\" data-id=\"https:\/\/www.simplilearn.com\/tutorials\/machine-learning-tutorial\/stock-price-prediction-using-machine-learning\" target=\"_blank\" rel=\"noreferrer noopener\">Stock Price Prediction using Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">5. Digit Recognition using Python and ML<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> This is an ML project that will help to improve your computer vision skills. You need to create a Machine Learning algorithm to recognize the digits. We use a dataset containing thousands of images of which some are handwritten digits as well. <\/p>\n\n\n\n<p><strong>Recommended for:<\/strong>&nbsp;Beginner<br><strong>Tech Stack:<\/strong> Python,&nbsp;Computer vision, numpy, tensorflow, keras, pillow<\/p>\n\n\n\n<p><br><strong>Link to source code:<\/strong> <a href=\"https:\/\/data-flair.training\/blogs\/python-deep-learning-project-handwritten-digit-recognition\/\" data-type=\"URL\" data-id=\"https:\/\/data-flair.training\/blogs\/python-deep-learning-project-handwritten-digit-recognition\/\" target=\"_blank\" rel=\"noreferrer noopener\">Digit Recognition using Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">6. Gender Recognition in Machine Learning<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> In this project, we recognize gender by Voice using Python in Machine Learning. This is an era of technology and everyone is using technology nowadays as it\u2019s making our lives so much easier. ML models are used in various sectors and also in real-time recognition as well. One of them is gender recognition using the Voice of a person, which we will create today.&nbsp;<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Intermediate<br><strong>Tech Stack:<\/strong>&nbsp;Python, librosa, scikit learn, pydub<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/copyassignment.com\/gender-recognition-by-voice-using-python\/\" data-type=\"URL\" data-id=\"https:\/\/copyassignment.com\/gender-recognition-by-voice-using-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">Gender Recognition using Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">7. Hate Speech Detection Machine Learning Project<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Hate speech detection&nbsp;is the model which identifies and detects the hateful and offensive speech being poured on the internet. Social media is a place for many people to make hateful and offensive comments about others. So hate speech detection has become an important solution to problems in today\u2019s online world.<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Intermediate<br><strong>Tech Stack:<\/strong>&nbsp;Python, NLTK, Pandas, NumPy<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/copyassignment.com\/hate-speech-detection\/\" data-type=\"URL\" data-id=\"https:\/\/copyassignment.com\/hate-speech-detection\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hate Speech Detection with Machine Learning<\/a><\/p>\n\n\n\n<script async=\"\" src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-layout=\"in-article\" data-ad-format=\"fluid\" data-ad-client=\"ca-pub-9886351916045880\" data-ad-slot=\"2002566052\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">8. Credit Card Fraud Detection Python Project<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> In this machine learning project, we solve the problem of detecting credit card fraud transactions using machine numpy, scikit learn, and a few other python libraries. We overcome the problem by creating a binary classifier and experimenting with various machine learning techniques to see which fits better.<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Intermediate<br><strong>Tech Stack:<\/strong>&nbsp;Python, numpy, pandas, scikit learn<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/www.geeksforgeeks.org\/ml-credit-card-fraud-detection\/\" data-type=\"URL\" data-id=\"https:\/\/www.geeksforgeeks.org\/ml-credit-card-fraud-detection\/\" target=\"_blank\" rel=\"noreferrer noopener\">Credit Card Fraud Detection<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">9. Customer Segmentation using Machine Learning<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Customer segmentation is a technique in which we divide the customers based on their purchase history, gender, age, interest, etc. It is useful to get this information so that the store can get help in personalizing marketing and providing customers with relevant deals. With the help of this project, companies can run user-specific campaigns and provide user-specific offers rather than broadcasting the same offer to all users.<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Intermediate<br><strong>Tech Stack:<\/strong>&nbsp;Python<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/towardsdatascience.com\/customer-segmentation-with-machine-learning-a0ac8c3d4d84\" data-type=\"URL\" data-id=\"https:\/\/towardsdatascience.com\/customer-segmentation-with-machine-learning-a0ac8c3d4d84\" target=\"_blank\" rel=\"noreferrer noopener\">Customer Segmentation using Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">10. Chatbot using Python<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Chatbots in Python&nbsp;have become widely popular in the tech and business sectors. A chatbot is an AI-based software designed to interact with humans in their natural languages. These chatbots usually converse via auditory or textual methods, and they can effortlessly mimic human languages to communicate with human beings in a human-like manner. <\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Intermediate<br><strong>Tech Stack:<\/strong>&nbsp;Python, Natural Language Processing<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/www.upgrad.com\/blog\/how-to-make-chatbot-in-python\/\" data-type=\"URL\" data-id=\"https:\/\/www.upgrad.com\/blog\/how-to-make-chatbot-in-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">Chatbot using Python<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">11. Social Media Sentiment Analysis using Python and Machine Learning<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Social media platforms like Twitter, Facebook, YouTube, and Reddit generate huge amounts of big data that can be mined in various ways to understand trends, public sentiments, and opinions. Social media data today has become relevant for branding, marketing, and business as a whole. A sentiment analyzer learns about various sentiments behind a \u201ccontent piece\u201d&nbsp;through machine learning and predicts the same using AI. Twitter data is considered a definitive entry point for beginners to practice sentiment analysis machine learning problems.&nbsp;<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Advanced<br><strong>Tech Stack:<\/strong>&nbsp;Python, numpy, pandas, nltk<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/towardsdatascience.com\/social-media-sentiment-analysis-49b395771197\" data-type=\"URL\" data-id=\"https:\/\/towardsdatascience.com\/social-media-sentiment-analysis-49b395771197\" target=\"_blank\" rel=\"noreferrer noopener\">Social Media Sentiment Analysis<\/a><\/p>\n\n\n\n<script async=\"\" src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-layout=\"in-article\" data-ad-format=\"fluid\" data-ad-client=\"ca-pub-9886351916045880\" data-ad-slot=\"2002566052\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">12. Movie Recommendation System<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Recommendation systems are everywhere, be it an online purchasing app, movie streaming app, or music streaming. They all recommend products based on their targeted customers. A movie recommendation system is an excellent project to enhance your portfolio.<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Advanced<br><strong>Tech Stack:<\/strong>&nbsp;Python, numpy, surprise<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/www.mygreatlearning.com\/blog\/masterclass-on-movie-recommendation-system\/\" data-type=\"URL\" data-id=\"https:\/\/www.mygreatlearning.com\/blog\/masterclass-on-movie-recommendation-system\/\" target=\"_blank\" rel=\"noreferrer noopener\">Movie Recommendation System using Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">13. Image Recognition<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> In this project, the images from the dataset are fed into a neural network algorithm. The training of an image recognition algorithm makes it possible for convolutional neural network image recognition to identify specific classes.<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Advanced<br><strong>Tech Stack:<\/strong>&nbsp;Python, Computer vision<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/towardsdatascience.com\/image-recognition-with-machine-learning-on-python-image-processing-3abe6b158e9a\" data-type=\"URL\" data-id=\"https:\/\/towardsdatascience.com\/image-recognition-with-machine-learning-on-python-image-processing-3abe6b158e9a\" target=\"_blank\" rel=\"noreferrer noopener\">Image Recognition with Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">14. Language Detection with Machine Learning<\/h3>\n\n\n\n<p><strong>Project Description:<\/strong> Language detection is a natural language processing task where we need to identify the language of a text or document. Using machine learning for language identification was a difficult task a few years ago because there was not a lot of data on languages, but with the availability of data with ease, several powerful machine-learning models are already available for language identification.<\/p>\n\n\n\n<p id=\"block-8706b1ea-4d50-454a-9d5f-a99d5f2824bd\"><strong>Recommended for:<\/strong>&nbsp;Advanced<br><strong>Tech Stack:<\/strong>&nbsp;Python, pandas, scikit learn<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/thecleverprogrammer.com\/2021\/10\/30\/language-detection-with-machine-learning\/\" data-type=\"URL\" data-id=\"https:\/\/thecleverprogrammer.com\/2021\/10\/30\/language-detection-with-machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Language Detection with Machine Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:23px\">15. Speech Emotion Recognition Machine Learning Project<\/h3>\n\n\n\n<p id=\"block-44135a4f-4b42-41a4-be79-7cd8faadd89e\"><strong>Project Description:<\/strong> Speech emotion recognition, the best ever Machine Learning project. The best example of it can be seen at call centers. If you ever noticed, call center employees never talk in the same manner, their way of pitching\/talking to the customers changes customers.<\/p>\n\n\n\n<p id=\"block-f925bd93-b2d4-4d3b-9b53-2f34cb6c3f91\"><strong>Recommended for:<\/strong>&nbsp;Advanced<br><strong>Tech Stack:<\/strong>&nbsp;Python, librosa<br><strong>Link to source code:<\/strong> <a href=\"https:\/\/data-flair.training\/blogs\/python-mini-project-speech-emotion-recognition\/\" data-type=\"URL\" data-id=\"https:\/\/data-flair.training\/blogs\/python-mini-project-speech-emotion-recognition\/\" target=\"_blank\" rel=\"noreferrer noopener\">Speech Emotion Recognition Machine Learning Project<\/a><\/p>\n\n\n\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-9886351916045880\"\n     crossorigin=\"anonymous\"><\/script>\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-format=\"autorelaxed\"\n     data-ad-client=\"ca-pub-9886351916045880\"\n     data-ad-slot=\"7933252109\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>No matter which&nbsp;<strong>Machine Learning project<\/strong>&nbsp;you selected from the above projects, just try your best to make it as good as possible. We have really tried hard to present you the&nbsp;<strong>best Machine Learning projects for beginners to advanced<\/strong>&nbsp;so that my readers like you can save their precious time and don\u2019t waste their time searching on the Internet.<\/p>\n\n\n\n<div style=\"text-align:center\" class=\"wp-block-atomic-blocks-ab-button ab-block-button\"><a href=\"https:\/\/copyassignment.com\/machine-learning-a-gentle-introduction\/\" class=\"ab-button ab-button-shape-rounded ab-button-size-medium\" style=\"color:#ffffff;background-color:#3373dc\">Learn ML for free<\/a><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Also Read:<\/strong><\/p>\n\n\n<ul class=\"wp-block-latest-posts__list is-grid columns-3 wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/brick-breaker-game-in-cpp\/\">Brick Breaker Game in C++<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/100-java-projects-for-beginners-2023\/\">100+ Java Projects for Beginners 2023<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/best-javascript-projects-for-beginners-in-2023\/\">Best JavaScript Projects for Beginners in 2023<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/best-java-roadmap-for-beginners-2023\/\">Best Java Roadmap for Beginners 2023<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/top-10-php-projects-with-source-code\/\">Top 10 PHP Projects with Source Code<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/top-20-django-projects\/\">Top 20 Django Projects<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/top-15-android-projects-for-resume\/\">Top 15 Android Projects for Resume<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/copyassignment.com\/top-15-machine-learning-projects-in-python-with-source-code\/\">Top 15 Machine Learning Projects in Python with source code<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Machine Learning&nbsp;is probably one of the most interesting and hyped branches of computer science. Today, we are here to help you by presenting the&nbsp;Top 15&#8230;<\/p>\n","protected":false},"author":62,"featured_media":19764,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22,1475,1476,1931,1403],"tags":[],"class_list":["post-19552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allcategorites","category-final-year-project","category-ml-ai-ds-project","category-project-ideas","category-python-projects","wpcat-22-id","wpcat-1475-id","wpcat-1476-id","wpcat-1931-id","wpcat-1403-id"],"_links":{"self":[{"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/posts\/19552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/users\/62"}],"replies":[{"embeddable":true,"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/comments?post=19552"}],"version-history":[{"count":0,"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/posts\/19552\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/media\/19764"}],"wp:attachment":[{"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/media?parent=19552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/categories?post=19552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/copyassignment.com\/wp-json\/wp\/v2\/tags?post=19552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}