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https://github.com/resumejob/free-project-course

Free course for Resume, 整理和搜集网络免费的项目实战课程，包括 Java 项目实战，Python 项目实战，C++ 项目实战等
https://github.com/resumejob/free-project-course

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Free course for Resume, 整理和搜集网络免费的项目实战课程，包括 Java 项目实战，Python 项目实战，C++ 项目实战等

Awesome Lists containing this project

README 

        


  Free Project Course





 免费的项目实战项目，包括云平台以及多种编程语言






  

    海外兔小班教学帮助你高效准备面试，学员大厂率超过 65%，入职不成功不收费。

  








| 热门项目     | 链接 |

| ----------- | ----------- |

| 简历例句     | https://github.com/resumejob/awesome-resume      |

| 大厂高频面经面试题      | https://osjobs.net/topk/      |



- 通过有影响力的项目经验提高简历竞争力，并且通过实践项目掌握新技能

- 有时候，免费的资源可能是最好的选择。我们精选了大量在线课程和技术博客，为您提供最优质的免费实战项目。

- 如果您在课程中遇到以下情况，请提交问题反馈。

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    - 课程错误：课程中存在明显错误或内容不一致。

- 下列课程按字母A至Z的顺序排列。



- Elevate your resume with impactful project experience or master new skills through hands-on projects—this is your gateway to growth!

- Sometimes free can be the best. We selected a large number of online courses and tech blogs to present the best free real projects for you.

- If a course involves the following situations, please submit an issue.

    - Paid course: course you need to pay for a full study;

    - Obsolete course: tool version, APIs or datasets used in the course is out of date;

    - Inaccurate course: course has an apparent error or is inconsistent.

- The following course is in order from A~Z.



### Table Of Contents



- [Android](#android)

- [Cloud Platform](#cloud-platform)

- [C/C++](#cc)

- [C#](#c)

- [Go](#go)

- [HTML/CSS](#html)

- [Java](#java)

- [Javascript](#javascript)

- [PHP](#php)

- [Python](#python)

- [Ruby](#ruby)

- [Rust](#rust)

- [Swift](#swift)



### Android



- 视频

    - [Android Healthcare Project](https://www.youtube.com/watch?v=9CkpMm-n5iA)

    - [Built a basketball scores App](https://www.udacity.com/course/android-basics-user-input--ud836)

    - [Food App Android Design](https://www.youtube.com/watch?v=9nWcPPHBzMk)

    - [Making Weather App in Android Studio](https://www.youtube.com/watch?v=q7NF-2gtfEU)

    - [Creating Chatting Application in Android Studio Using Kotlin](https://www.youtube.com/watch?v=8Pv96bvBJL4)



### Cloud Platform



- Google Cloud Platform

    - Backend

    - [Build a BI Dashboard Using Looker Studio and BigQuery](https://www.cloudskillsboost.google/catalog_lab/1738)

    - [Building a serverless DevOps pipeline for Salesforce with Cloud Build](https://cloud.google.com/architecture/building-a-serverless-devops-pipeline-for-salesforce)

    - [Build a document processing pipeline with Workflows](https://cloud.google.com/document-ai/docs/workflows)

    - [Building an ML vision analytics solution with Dataflow and Cloud Vision API](https://cloud.google.com/architecture/building-a-vision-analytics-solution)

    - [Build and visualize demand forecast predictions using Datastream, Dataflow, BigQuery ML, and Looker](https://cloud.google.com/architecture/build-visualize-demand-forecast-prediction-datastream-dataflow-bigqueryml-looker)

    - [Build a smart API to predict customer propensity to purchase by using Apigee, BigQuery ML, and Cloud Spanner](https://cloud.google.com/architecture/build-smart-api-predict-customer-purchase-apigee-bigquery-ml-cloud-spanner/deployment)

    - [Building multi-architecture container images for IoT devices](https://cloud.google.com/architecture/building-multi-architecture-container-images-iot-devices-tutorial)

    - [Continuous delivery pipelines with Spinnaker and GKE](https://www.cloudskillsboost.google/focuses/552?parent=catalog)

    - [Creating Custom Interactive Dashboards with Bokeh and BigQuery](https://matematika.org/clouds/google/qwiklabs/data-science-on-google-cloud-platform-machine-learning/creating-custom-interactive-dashboards-with-bokeh-and-bigquery/)

    - [Creating a CI/CD pipeline with Azure Pipelines and Google Kubernetes Engine](https://cloud.google.com/architecture/creating-cicd-pipeline-vsts-kubernetes-engine)

    - [Creating a unified app analytics platform using Firebase, BigQuery, and Looker](https://cloud.google.com/architecture/creating-unified-app-analytics-platform)

    - [Deploy a CI/CD pipeline for data-processing workflows](https://cloud.google.com/architecture/cicd-pipeline-for-data-processing/deployment)

    - Machine Learning

    - [Analyzing Movie Posters in BigQuery with Remote Models](https://www.cloudskillsboost.google/catalog_lab/31374)

    - [Architecture of a machine learning system for near real-time item matching](https://cloud.google.com/architecture/real-time-item-matching)

    - [Building a Fraud Detection Model with Vertex AI AutoML](https://www.cloudskillsboost.google/catalog_lab/4336)

    - [Building a secure anomaly detection solution using Dataflow, BigQuery ML, and Cloud Data Loss Prevention](https://cloud.google.com/architecture/building-anomaly-detection-dataflow-bigqueryml-dlp)

    - [Building a k-means clustering model for market segmentation by using BigQuery ML ](https://cloud.google.com/architecture/building-k-means-clustering-model)

    - [Building an ML vision analytics solution with Dataflow and Vision AI API](https://cloud.google.com/architecture/building-a-vision-analytics-solution)

    - [Categorizing audio content using machine learning](https://cloud.google.com/architecture/categorizing-audio-files-using-ml)

    - [Detecting anomalies in financial transactions by using AI Platform, Dataflow, and BigQuery](https://cloud.google.com/architecture/detecting-anomalies-in-financial-transactions)

    - Mobile

    - [Build an Android App Using Firebase and the App Engine Flexible Environment](https://cloud.google.com/architecture/mobile-firebase-app-engine-flexible)

    - [Build an iOS App Using Firebase and the App Engine Flexible Environment](https://cloud.google.com/architecture/mobile-firebase-app-engine-flexible-ios)

    - [Build a Mobile App Using Compute Engine and REST](https://cloud.google.com/architecture/mobile-compute-engine-rest)

    - [Build a Mobile App Using Google Compute Engine and gRPC](https://cloud.google.com/architecture/mobile-compute-engine-grpc)

    - [Detecting anomalies in financial transactions by using AI Platform, Dataflow, and BigQuery](https://cloud.google.com/architecture/detecting-anomalies-in-financial-transactions)



- Amazon Web Services

    - Server

    - [Build an Android Application](https://aws.amazon.com/getting-started/hands-on/build-android-app-amplify/)

    - [Build a Flutter Mobile App Using AWS Amplify - Part 1](https://aws.amazon.com/getting-started/hands-on/build-flutter-mobile-app-part-one/)

    - [Build a turn-based game with Amazon DynamoDB and Amazon SNS](https://aws.amazon.com/getting-started/hands-on/turn-based-game-dynamodb-amazon-sns/?nc1=h_ls)

    - [Build a Full-Stack React Application](https://aws.amazon.com/getting-started/hands-on/build-react-app-amplify-graphql/)

    - [Orchestrate Queue-based Microservices with AWS Step Functions and Amazon SQS](https://aws.amazon.com/getting-started/hands-on/orchestrate-microservices-with-message-queues-on-step-functions/)

    - [Send Fanout Event Notifications with SQS and SNS](https://aws.amazon.com/getting-started/hands-on/send-fanout-event-notifications/)

    - Machine Learning

    - [Detect, Analyze, and Compare Faces with Amazon Rekognition](https://aws.amazon.com/getting-started/hands-on/detect-analyze-compare-faces-rekognition/)

    - [Analyze insights in text with Amazon Comprehend](https://aws.amazon.com/getting-started/hands-on/analyze-sentiment-comprehend/)

    - [Analyze Video & Extract Rich Metadata with Amazon Rekognition Video](https://aws.amazon.com/getting-started/hands-on/analyze-extract-metadata-video-rekognition/)



### C/C++



- 文字

    - [Build Your Own Lisp](http://www.buildyourownlisp.com/)

    - [Build Your Own Text Editor](https://viewsourcecode.org/snaptoken/kilo/)

    - [Concurrent Servers](https://eli.thegreenplace.net/2017/concurrent-servers-part-1-introduction/)

    - [Digital sound and music](http://digitalsoundandmusic.com/chapters/ch5/5-3/)

    - [Kernels 101 – Let’s write a Kernel](https://arjunsreedharan.org/post/82710718100/kernels-101-lets-write-a-kernel)

    - [Let's code a TCP/IP stack](https://www.saminiir.com/lets-code-tcp-ip-stack-1-ethernet-arp)

    - [LLM training in simple, pure C/CUDA](https://github.com/karpathy/llm.c)

    - [Operating Systems: From 0 to 1](https://github.com/tuhdo/os01)

    - [Writing a C Compiler](https://norasandler.com/2017/11/29/Write-a-Compiler.html)

    - [Writing a Linux Debugger](https://blog.tartanllama.xyz/writing-a-linux-debugger-setup/)

    - [Write a RPC framework](http://users.cs.cf.ac.uk/Dave.Marshall/C/node33.html#SECTION003310000000000000000)



- 视频

    - [Supermarket Billing System Project In C++](https://www.youtube.com/watch?v=xFwwN4lGG0o)

    - [Hotel Management System Project In C++](https://www.youtube.com/watch?v=HarwDzStkLY)

    - [Learn C++ Game Development](https://www.udemy.com/course/learn-c-game-development/)

    - [C++ 项目实战](https://www.bilibili.com/video/av62785783)



### C# 



- 视频

    - [使用 ASP.NET Core 3.x 构建 RESTful Web API](https://www.bilibili.com/video/av77957694)



### Go



- 文字

    - [A Million WebSockets and Go](https://www.freecodecamp.org/news/million-websockets-and-go-cc58418460bb/)

    - [Build a concurrent TCP server in Go](https://opensource.com/article/18/5/building-concurrent-tcp-server-go)

    - [Building a high performance JSON parser](https://dave.cheney.net/high-performance-json.html)

    - [Build a Todo App in Golang, MongoDB, and React](https://levelup.gitconnected.com/build-a-todo-app-in-golang-mongodb-and-react-e1357b4690a6)

    - [Build a web application in Go](https://www.sohamkamani.com/blog/2017/09/13/how-to-build-a-web-application-in-golang/)

    - [Building Blockchain in Go](https://jeiwan.net/posts/building-blockchain-in-go-part-1/)

    - [Building Go Web Applications and Microservices Using Gin](https://semaphoreci.com/community/tutorials/building-go-web-applications-and-microservices-using-gin)

    - [Create A Real Time Chat App With Golang, Angular, And Websockets](https://www.thepolyglotdeveloper.com/2016/12/create-real-time-chat-app-golang-angular-2-websockets/)

    - [How To Create Your Own CLI](https://itnext.io/how-to-create-your-own-cli-with-golang-3c50727ac608)

    - [Golang Ecommerce - Complete Project In GO](https://www.youtube.com/watch?v=7hOfR6wHMaw)

    - [Writing A Web Crawler in Golang](https://edmundmartin.com/writing-a-web-crawler-in-golang/)

    - [250 行实现一个简单的 MVVM](https://saul-mirone.github.io/2016/12/19/simple-mvvm/)

    - [从零开始实现一个 RPC 框架](https://juejin.im/post/5c7b9967518825470368d8d4)



- 视频

    - [GOLANG + REACT - SAAS PROJECT](https://www.youtube.com/watch?v=IX0vKYZUnP4)

    - [GOLANG PROJECT - Restaurant Management Backend](https://www.youtube.com/watch?v=QQfyTmz3a18&list=PLQ9_95hffac8_0bj5oeCe4FdxeNZi0UJ2)

    - [Go 开发企业级内容管理平台](https://www.imooc.com/coursescore/1162)

    - [Golang 微信小程序微商城系统原型](https://www.imooc.com/learn/1151)

    - [基于 Gin 框架和 gorm 的 web 开发实战](https://www.bilibili.com/video/av82949383)



### HTML/CSS



- 文字

    - [Build A Real-World HTML5 & CSS3 Responsive Website From Scratch](https://codingthesmartway.com/build-a-real-world-html5-css3-responsive-website-from-scratch/)

    - [How to build an HTML calculator app from scratch using JavaScript](https://www.freecodecamp.org/news/how-to-build-an-html-calculator-app-from-scratch-using-javascript-4454b8714b98/)



- 视频



    - [HTML & CSS: Build a Dashboard](https://www.udemy.com/course/html-css-build-a-dashboard/)

    - [HTML5 Game from scratch step by step learning JavaScript](https://www.udemy.com/course/html5-game-from-scratch-step-by-step-learning-javascript/)

    - [Bootstrap 新闻站开发](https://study.163.com/course/introduction.htm?courseId=1004046001)

    - [Canvas 绘制时钟](https://www.imooc.com/learn/612)

    - [HTML5 开发项目实战:地铁计价器](https://www.jikexueyuan.com/course/451.html)

    - [HTML5 音乐可视化](https://www.imooc.com/learn/299)

    - [炫丽的倒计时效果 Canvas 绘图与动画基础](https://www.imooc.com/learn/133)



### Java



- 文字

    - [How to build an interpreter in Java](https://www.javaworld.com/article/2076921/how-to-build-an-interpreter-in-java--part-1--the-basics.html)

    - [How to create HTTP Server in Java](https://javarevisited.blogspot.com/2015/06/how-to-create-http-server-in-java-serversocket-example.html)

    - [Use Java to build an Interpreter](http://www.craftinginterpreters.com/contents.html)

    - [从零开始实现一个简易的Java MVC 框架](https://zzzzbw.cn/post/8)

    - [如何设计并实现一个秒杀系统](https://juejin.im/post/5d08d759f265da1b96130702)

    - [如何设计一个秒杀系统](https://github.com/gzc426/Java-Interview/blob/master/%E9%A1%B9%E7%9B%AE%E6%8E%A8%E8%8D%90/%E7%A7%92%E6%9D%80.md)

    - [如何实现一个简单的RPC](https://zhuanlan.zhihu.com/p/36528189)

    - [用java实现一个简单的区块链](https://juejin.im/post/5dddfb826fb9a071735e1ed0)



- 视频

    - [Build a Classical Music Quiz app that renders audio and video](https://cn.udacity.com/course/advanced-android-app-development--ud855)

    - [Developing Database Application using Spring MVC and MyBatis](https://www.udemy.com/course/developing-database-application-using-spring-mvc-and-mybatis/)

    - [Full Stack web application using Spring Boot and React | REST API | MySQL | React Hooks](https://www.youtube.com/watch?v=O_XL9oQ1_To)

    - [DRP 实战项目](https://study.163.com/course/courseMain.htm?courseId=1003842285)

    - [Java Full-Stack: Hotel Booking App With Spring Boot, Spring Security & Reactjs](https://www.youtube.com/watch?v=0XJu4Nnl0Kc)

    - [Servlet + Ajax 实现搜索框智能提示](https://www.imooc.com/learn/678)

    - [Spring Boot Full Stack with Angular](https://www.youtube.com/watch?v=Gx4iBLKLVHk)

    - [SpringCloud + Vue 项目实战——社交项目](https://www.bilibili.com/video/av63499215)

    - [Spring Boot 构建博客检索系统](https://www.imooc.com/coursescore/1161)

    - [Spring Cloud微服务实战：外卖订餐系统](https://www.bilibili.com/video/av55629580)

    - [基于 SSH 实现员工管理系统](https://www.imooc.com/learn/679)

    - [通过自动回复机器人学 Mybatis](https://www.imooc.com/learn/154)

    - [使用 SSM 框架开发众筹网站](https://www.bilibili.com/video/av44673048)

    - [使用 Struts2 + Hibernate 开发学生信息管理功能](https://www.imooc.com/coursescore/466)

    - [自己动手实现 RPC 框架](https://www.imooc.com/learn/1158)



### Javascript



- 文字

    - [Build a Real-Time Miro Clone With Nextjs, React, Tailwind (2024)](https://www.youtube.com/watch?v=ADJKbuayubE)

    - [Build and Deploy a Modern React 18 Fitness Exercises App With APIs | RapidAPI](https://www.youtube.com/watch?v=KBpoBc98BwM)

    - [Blockcode: A visual programming toolkit](https://www.aosabook.org/en/500L/blockcode-a-visual-programming-toolkit.html)

    - [Build A Real-Time Twitter Stream with Node and React.js](https://scotch.io/tutorials/build-a-real-time-twitter-stream-with-node-and-react-js)

    - [How to Build A Blockchain in Javascript](https://freestartupkits.com/articles/technology/cryptocurrency-news-and-tips/how-to-build-a-blockchain-in-javascript-in-20-minutes/)

    - [How to Build a Chat Application using React, Redux, Redux-Saga, and Web Sockets](https://www.freecodecamp.org/news/how-to-build-a-chat-application-using-react-redux-redux-saga-and-web-sockets-47423e4bc21a/)

    - [How to Build a Memory Matching Game in JavaScript](https://scotch.io/tutorials/how-to-build-a-memory-matching-game-in-javascript)

    - [How to build a news app with React Native](https://www.freecodecamp.org/news/create-a-news-app-using-react-native-ced249263627/)

    - [How to Build a Productivity Application in React](https://itnext.io/how-to-build-a-productivity-application-in-react-part-1-9f0c7ee65772)

    - [How to build a reactive engine in JavaScript](https://www.monterail.com/blog/2016/how-to-build-a-reactive-engine-in-javascript-part-1-observable-objects)

    - [How to build your custom JS IDE in the browser](https://blog.usejournal.com/how-to-build-your-custom-js-ide-in-the-browser-838a51c654bd)

    - [Let’s learn how modern JavaScript frameworks work by building one](https://nolanlawson.com/2023/12/02/lets-learn-how-modern-javascript-frameworks-work-by-building-one/)

    - [React Tutorial: Cloning Yelp](https://www.newline.co/fullstack-react/articles/react-tutorial-cloning-yelp/)

    - [React 全家桶实现一个简易备忘录](https://juejin.im/post/587b52d8570c352201fd993d)

    - [从零开始实现一个 React](https://github.com/hujiulong/blog/issues/4)

    - [利用 Vue 原理实现一个 mini 版的 MVVM 框架](https://zhuanlan.zhihu.com/p/51184264)

    - [如何实现一个简易编译器](http://ifanqi.top/2017/07/03/how-to-write-compiler/)

    - [实现一个简单的 JavaScript 编译器](https://juejin.im/post/5c6faa25e51d4501377ba82a)

    - [实现一个简单的编译器](https://www.shymean.com/article/%E5%AE%9E%E7%8E%B0%E4%B8%80%E4%B8%AA%E7%AE%80%E5%8D%95%E7%9A%84%E7%BC%96%E8%AF%91%E5%99%A8)



- 视频

    - [Build a Invoice App With Vue 3, Vuex & Firebase](https://www.youtube.com/watch?v=vsJtN54aA7w)

    - [Build a Pet Hotel web app with React using ScaffoldHub](https://www.udemy.com/course/react-pet-hotel/)

    - [Build an E-commerce website with Django and React](https://www.udemy.com/course/build-an-e-commerce-website-with-django-and-react/)

    - [Build and Deploy a Better Spotify 2.0 Clone Music App with React 18!](https://www.youtube.com/watch?v=I1cpb0tYV74&list=PL6QREj8te1P6wX9m5KnicnDVEucbOPsqR&index=2)

    - [Build and Deploy a Full Stack TikTok Clone Application](https://www.youtube.com/watch?v=CcBHZ0t2Qwc&list=PL6QREj8te1P6wX9m5KnicnDVEucbOPsqR&index=4)

    - [Build and Deploy a Modern Full Stack Social Media App](https://www.youtube.com/watch?v=1RHDhtbqo94)

    - [Build and Deploy a Modern React 18 Fitness Exercises App](https://www.youtube.com/watch?v=KBpoBc98BwM&list=PL6QREj8te1P6wX9m5KnicnDVEucbOPsqR&index=5)

    - [Build and Deploy a Modern Web 3.0 Blockchain App](https://www.youtube.com/watch?v=Wn_Kb3MR_cU)

    - [Build and Deploy a Modern YouTube Clone Application in React JS with Material UI 5](https://www.youtube.com/watch?v=FHTbsZEJspU&list=PL6QREj8te1P6wX9m5KnicnDVEucbOPsqR&index=3)

    - [Data Visualization and D3.js](https://www.udacity.com/course/data-visualization-and-d3js--ud507)

    - [Full Stack Web Development Project like Netflix](https://www.youtube.com/watch?v=EKQCQL1G1JU)

    - [Full Stack Food Delivery App - React Redux Reducer, Firebase | For Beginners](https://www.youtube.com/watch?v=kmU7uX3ZHJc)

    - [Let's Build a Full-Stack AMAZON Clone with REACT JS for Beginners](https://www.youtube.com/watch?v=RDV3Z1KCBvo)

    - [Let's Build the Netflix App in React Native & AWS Amplify](https://www.youtube.com/watch?v=CNaLOa-6X7U)

    - [Let’s build TRELLO 2.0 with REACT!](https://www.youtube.com/watch?v=TI2AvfCj5oM)

    - [Let's build Uber 2.0 with REACT NATIVE! (Navigation, Redux, Tailwind CSS & Google Autocomplete)](https://www.youtube.com/watch?v=bvn_HYpix6s)

    - [React Crash Course - Build A Full Recipe App Tutorial](https://www.youtube.com/watch?v=xc4uOzlndAk)

    - [React JS to build a News App](https://www.udemy.com/course/react-tutorial/)

    - [React & Node ECommerce Tutorial For Beginners 2022](https://www.youtube.com/watch?v=CDtPMR5y0QU)

    - [Start 3D GIS Web Development in JavaScript](https://www.udemy.com/course/start-3d-gis-web-development/)

    - [React Node.js E-Commerce App Full Tutorial](https://www.youtube.com/watch?v=y66RgYMAgSo)

    - [Node.js 终端问答程序开发实战](https://www.jikexueyuan.com/course/2288.html)

    - [React 项目实战](https://www.jikexueyuan.com/course/2102.html)

    - [CSS3 + JS 实现超炫的散列画廊特效](https://www.imooc.com/learn/366)

    - [5 个企业项目拿下 React 全家桶](https://study.163.com/course/courseMain.htm?courseId=1208990812)

    - [从头实现一个 koa 框架](https://zhuanlan.zhihu.com/p/35040744)

    - [从零做一个前端开源项目](https://www.imooc.com/learn/1003)

    - [快速入门 Web 阅读器开发](https://www.imooc.com/learn/1038)

    - [京东项目实战](https://www.bilibili.com/video/av15349705)

    - [实现一个简单的模板引擎](http://www.alloyteam.com/2016/10/implement-a-simple-template-engine/)

    - [小米商城实战项目](https://www.bilibili.com/video/av30579763)



### PHP



- 文字

    - [A full-featured multi-tenant app with Laravel](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-1-4049a3cc229d)

    - [Make your own blog](https://ilovephp.jondh.me.uk/en/tutorial/make-your-own-blog)

    - [PHP 实现区块链](https://toutiao.io/posts/gidnf7/preview)

    - [ThinkPHP 5.1 构建简易微博](https://www.kancloud.cn/epiclearn/thinkphp)

    - [用 PHP 来实现一个动态 Web 服务器](https://segmentfault.com/a/1190000003029173)



- 视频

    - [PHP 实现微信公众平台开发](https://www.imooc.com/coursescore/483)

    - [thinkphp6 实战开发漂亮个人博客](https://study.163.com/course/introduction.htm?courseId=1209729833)

    - [大型 PHP 电商网站商品秒杀功能实现思路分析](https://www.imooc.com/learn/722)

    - [千万级秒杀项目实战](https://www.bilibili.com/video/av24168132)

    - [手把手教你实现电商网站后台开发](https://www.imooc.com/learn/148)



### Python



- 文字

    - [LLM101n: Let's build a Storyteller](https://github.com/karpathy/LLM101n)

    - [A Continuous Integration System](https://www.aosabook.org/en/500L/a-continuous-integration-system.html)

    - [Build a full stack web application. Next.JS and Django Project](https://www.youtube.com/watch?v=zS3vKMbsUfY)

    - [Get Started With Django Part 1: Build a Portfolio App](https://realpython.com/get-started-with-django-1/#share-your-knowledge-with-a-blog)

    - [(How to Write a (Lisp) Interpreter (in Python))](https://norvig.com/lispy.html)

    - [How To Build Chatbot Project Using Python](https://hackernoon.com/python-chatbot-project-build-your-first-python-project-5mt30mi)

    - [Scraping Top 50 Movies on IMDb using BeautifulSoup](https://medium.com/@nishantsahoo/which-movie-should-i-watch-5c83a3c0f5b1)

    - [用 Python 从头实现一个神经网络](https://zhuanlan.zhihu.com/p/58964140)

    - [用 Python 实现一个音乐检索器](https://juejin.im/post/5b285d516fb9a00e69608cea)



- 视频

    - [Building LLMs from the Ground Up: A 3-hour Coding Workshop](https://www.youtube.com/watch?v=quh7z1q7-uc)

    - [Beginner Python and Coding Intro - Scripting a Virtual Car](https://www.udemy.com/course/beginner-programming-intro-python-self-driving-car/)

    - [Build natural language processing systems using TensorFlow](https://www.coursera.org/specializations/tensorflow-in-practice)

    - [Django Ecommerce Website | Setup & Templates | Part 1](https://www.youtube.com/watch?v=_ELCMngbM0E)

    - [Django & React Tutorial | Full Stack Web App With Python & JavaScript](https://www.youtube.com/watch?v=JD-age0BPVo)

    - [Fun and creative web engineering with Python and Web2py](https://www.udemy.com/course/web-engineering-with-python-and-web2py/)

    - [Implement a web browser](https://cn.udacity.com/course/programming-languages--cs262)

    - [Learn Python: Build a Virtual Assistant](https://www.udemy.com/course/learn-python-build-a-virtual-assistant-in-python/)

    - [Use Flask web framework to build a web application](https://cn.udacity.com/course/full-stack-foundations--ud088)

    - [Use PyTorch to implement a recurrent neural network that can classify text](https://cn.udacity.com/course/deep-learning-pytorch--ud188)

    - [Python Website Full Tutorial - Flask, Authentication, Databases & More](https://www.youtube.com/watch?v=dam0GPOAvVI)

    - [Python 开发简单爬虫](https://www.imooc.com/learn/563)

    - [Python 爬虫基础教程](https://www.bilibili.com/video/av17920849)

    - [天天生鲜 Django 项目](https://www.bilibili.com/video/av41733850)



### Ruby



- 视频

    - [Ruby on Rails E-Commerce For Beginners](https://www.youtube.com/watch?v=BMcF0yQ9dWg&list=PLl8zUt1K8heUDsRDGwXw-tj_6WJZOnENt&index=1)

    - [Build A Real Estate / Property App](https://www.youtube.com/watch?v=qvGGz-2WHpU)



### Rust



- 文字

    - [Build Your Own Shell using Rust](https://www.joshmcguigan.com/blog/build-your-own-shell-rust/)

    - [Command line apps in Rust](https://rust-cli.github.io/book/index.html)

    - [Let's build a browser engine!](https://limpet.net/mbrubeck/2014/08/08/toy-layout-engine-1.html)

    - [The Adventures of OS: Making a RISC-V Operating System using Rust](https://osblog.stephenmarz.com/index.html)

    - [Writing a Microservice in Rust](http://www.goldsborough.me/rust/web/tutorial/2018/01/20/17-01-11-writing_a_microservice_in_rust/)



### Swift



- 视频

    - [Build a On the Map App](https://www.udacity.com/course/ios-networking-with-swift--ud421)

    - [Beginners E-commerce App with SwiftUI](https://www.youtube.com/watch?v=jp2PbpzdZ9A)

    - [Build Instagram App](https://www.youtube.com/watch?v=Yv62q3c3UxI&list=PL5PR3UyfTWvfhKNQkT3Wgq6QIIWRJyxM3)