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Learn about vector embeddings and how to use them in your machine learning and artificial intelligence projects. Learn how to create an AI assistant with vector embeddings. You'll use OpenAI's GPT-4 API, LangChain, and Natural Language Processing techniques (NLP).
✏️ Course created by @AniaKubow
⭐️ Contents ⭐️
⌨️ (00:27) Introduction
⌨️ (01:49) What are vector embeddings?
⌨️ (02:14) Text embeddings
⌨️ (07:58) What are vector embeddings used for?
⌨️ (11:05) How to generate our own text embedding with OpenAI
⌨️ (14:37) Vectors and databases
⌨️ (16:02) Getting our database set up
⌨️ (18:05) Langchain
⌨️ (19:24) Let’s build an Ai Assistant
🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
👾 Oscar Rahnama
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Learn all the basics of Structured Query Language in this comprehensive SQL course. You will build out real database tables and practice querying them in flexible ways as a backend web developer would in a production setting.
💻 Follow along on Boot.dev: https://boot.dev/learn/learn-sql
💻 Raw code: https://github.com/bootdotdev/fcc-learn-sql-assets
✏️ Course created by: @bootdotdev
🔗 Learn back-end on Boot.dev: https://boot.dev
Follow Lane on Twitter: https://twitter.com/wagslane
Boot.dev Discord: https://boot.dev/community
FCC Forum: https://forum.freecodecamp.org/
⭐️ Contents ⭐️
⌨️ (0:00:00) Course Overview (Intro video)
⌨️ (0:03:00) Ch 1. Introduction
⌨️ (0:22:19) Ch 2. Tables
⌨️ (0:50:43) Ch 3. Constraints
⌨️ (1:15:59) Ch 4. CRUD
⌨️ (2:00:13) Ch 5. Basic Queries
⌨️ (2:24:38) Ch 6. Structuring
⌨️ (2:33:52) Ch 7. Aggregations
⌨️ (2:54:14) Ch 8. Subqueries
⌨️ (3:03:40) Ch 9 . Normalization
⌨️ (3:55:44) Ch 10. Joins
⌨️ (4:22:09) Ch 11. Performance
🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
👾 Oscar Rahnama
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
This course from Harvard University explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like large language models, game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs.
This course has been updated for 2023 to include an in-depth section on large language models.
✏️ Course developed by Brian Yu for Harvard University. Learn more about Brian: https://brianyu.me/
🔗 Course resources: https://cs50.harvard.edu/ai/2020/
⭐️ Course Contents ⭐️
⌨️ (00:00:00) Introuction
⌨️ (00:02:26) Search
⌨️ (01:51:55) Knowledge
⌨️ (03:39:39) Uncertainty
⌨️ (05:34:08) Optimization
⌨️ (07:18:52) Learning
⌨️ (09:04:41) Neural Networks
⌨️ (10:46:00) Language
🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Master the HTTP networking protocol by completing over 80 coding exercises and quizzes in JavaScript. Once you’ve learned it all, we’ll build a real web crawler using Node.js to put all the concepts into practice.
HTTP is the backbone of the modern web, and in this course we’ll do a deep dive into all of the fundamentals you’ll need to know to master web networking. We’ll use the Fetch API to interact with a live RESTful server in order to connect the different components of a video game.
💻 Code: https://github.com/bootdotdev/....fcc-learn-http-asset
🔗 Follow this course interactively on Boot.dev: https://boot.dev/learn/learn-http
✏️ Lane Wagner created this course.
Boot.dev: https://boot.dev
Lane on Twitter: https://twitter.com/wagslane
Lane’s YouTube: https://www.youtube.com/@bootdotdev
New to JavaScript? Beginner course: https://boot.dev/learn/learn-javascript
⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:03:32) Ch 1 - Why HTTP
⌨️ (0:27:31) Ch 2 - DNS
⌨️ (0:48:11) Ch 3 - URIs and URLs
⌨️ (1:16:21) Ch 4 - Async JavaScript
⌨️ (1:49:48) Ch 5 - Errors in JS
⌨️ (2:04:54) Ch 6 - HTTP Headers
⌨️ (2:21:04) Ch 7 - JSON
⌨️ (2:41:09) Ch 8 - HTTP Methods
⌨️ (3:17:01) Ch 9 - URL Paths
⌨️ (3:36:33) Ch 10 - HTTPS security
⌨️ (3:48:24) Proj - Setup Dev Environment
⌨️ (3:51:28) Proj - Hello World
⌨️ (3:56:29) Proj - Normalize URLs
⌨️ (4:11:05) Proj - URLs from HTML
⌨️ (4:27:49) Proj - The main.js file
⌨️ (4:33:10) Proj - Using Fetch
⌨️ (4:45:16) Proj - Recursively crawling the web
⌨️ (4:55:33) Proj - Print an SEO report
⌨️ (5:06:59) Proj - Conclusion
⌨️ (5:08:04) Congratulations
Documentation used:
Fetch API: https://developer.mozilla.org/....en-US/docs/Web/API/F
URL constructor: https://developer.mozilla.org/....en-US/docs/Web/API/U
Fetch Rseponse: https://developer.mozilla.org/....en-US/docs/Web/API/R
🎉 Thanks to our Champion and Sponsor supporters:
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Erdeniz Unvan
👾 Justin Hual
👾 Agustín Kussrow
👾 Otis Morgan
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Back End Development and APIs Certification freeCodeCamp org Part 1-5 NPM Install
Learn the Flask Python web framework by building your own e-commerce website with its own authentication system.
💻 Full code: https://github.com/jimdevops19/FlaskSeries
💻 Get code snippets used in the course: http://www.jimshapedcoding.com..../courses/Flask%20Ful
✏️ Course created by Jim from JimShapedCoding. Check out his channel: https://www.youtube.com/channe....l/UCU8d7rcShA7MGuDyY
⭐️ Course Contents ⭐️
⌨️ P1 (0:00:00) Introduction
⌨️ P2 (0:20:37) Styling & Templates
⌨️ P3 (0:41:37) Sending data to Templates
⌨️ P4 (1:02:56) Template Inheritance
⌨️ P5 (1:21:14) Models and Databases
⌨️ P6 (1:51:13) Project Restructure
⌨️ P7 (2:05:41) Model Relationships
⌨️ P8 (2:25:37) Flask Forms
⌨️ P9 (2:51:58) Flask Validations
⌨️ P10 (3:14:05) Flashes & Advanced Validations
⌨️ P11 (3:41:04) User Authentication Part 1
⌨️ P12 (3:59:56) User Authentication Part 2
⌨️ P13 (4:34:16) Logout and Customizations
⌨️ P14 (4:51:25) Item Purchasing Part 1
⌨️ P15 (5:18:39) Item Purchasing Part 2
⌨️ P16 (5:54:13) Item Selling
Useful Links:
🔗 Python Download - https://www.python.org/downloads/
🔗 Pycharm Download - https://www.jetbrains.com/pycharm/download/
🔗 Flask Starter Template - https://flask.palletsprojects.....com/en/1.1.x/quickst
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
React: Create a Stateful Component
#100DaysOfCode
In this project tutorial, you will build a LeetCode clone with React, Tailwind CSS, Next.JS, Typescript, and Firebase. Also deploy it to Vercel at the end.
💻 Source Code: https://github.com/burakorkmez..../leetcode-clone-yout
💻 Github Gist: https://gist.github.com/burako....rkmez/5ba4c1a910f396
🔗 Demo Project: https://leetclone.vercel.app/problems/two-sum
🔗 Discord Server(to ask questions): https://discord.gg/YFn2WyheZV
Course created by @asaprogrammer_
⭐️ Contents ⭐️
0:00:00 Intro
0:00:29 Demo of The App
0:05:23 Project Setup
0:08:51 Auth Page Setup
0:13:19 Auth Page Navbar
0:18:54 AuthModal Layout UI
0:22:16 Login UI
0:29:41 Signup UI
0:31:59 ResetPassword UI
0:33:13 Integrating Recoil Auth State
0:47:31 Firebase Setup
0:52:41 Signup Functionality
1:01:21 Login Functionality
1:05:14 Auth Page Route Guard
1:08:01 Home Page UI
1:12:50 Problems Table UI
1:21:01 Youtube Video Modal
1:29:51 Topbar Update On Auth
1:32:46 Logout Functionality
1:37:11 Auth Modal Optimizations
1:38:44 Reset Password Functionality
1:42:56 React Toastify
1:47:19 Image optimizations
1:54:33 Creating [pid] page and update topbar
2:02:27 Creating Timer.tsx
2:12:31 Creating Workspace.tsx
2:15:18 Splitting The Page
2:19:47 Creating ProblemDescrition.tsx
2:26:03 Creating PreferenceNav.tsx
2:34:39 Creating Code Editor
2:41:10 Adding Test Cases UI
2:50:15 Creating EditorFooter.tsx
2:56:32 Data Handling Explained
3:01:50 Two Sum Problem
3:12:52 Reverse Linked List
3:18:05 Jump Game Problem
3:20:13 Valid Parentheses Problem
3:21:16 Search 2d Matrix Problem
3:22:01 Using SSG for [pid].tsx
3:46:47 Updating testcases UI
3:51:39 Initializing Firestore
3:55:56 Adding problems to DB
4:12:09 Fetch Problems
4:32:58 Create Users in DB
4:40:33 Fetch problem data
4:51:28 Loading skeletons
4:56:35 Get user data on the problem
5:06:23 Like functionality
5:27:51 Dislike functionality
5:39:03 Star functionality
5:46:03 Next and Previous problem
5:55:23 Solving Hydration Error
5:58:08 Confetti Celebration
6:01:43 Code Submission
6:20:50 Save code to localstorage
6:24:48 Solving bugs
6:31:08 Toggle Full Screen
6:34:13 SettingsModal UI
6:41:33 SettingsModal Functionality
6:54:23 Update Home Page
6:59:11 Sandboxing technique
7:01:58 Deployment
7:05:08 Firebase Rules
🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
![Learn to Code RPG - A freeCodeCamp.org Game [playthrough + gamedev interview]](https://i.ytimg.com/vi/b_IDdQzPRR4/maxresdefault.jpg)
You didn't realize you needed this until now: A brand new game from freeCodeCamp. Learn all about Learn To Code RPG from game creator Lynn Zheng and watch a playthough from Ania Kubów.
Learn more about the game and its development here: https://www.freecodecamp.org/n....ews/learn-to-code-rp
Download the game for free from Itch: https://freecodecamp.itch.io/learn-to-code-rpg
Check out the open source code on GitHub: https://github.com/freeCodeCamp/LearnToCodeRPG
Improve your cybersecurity and Linux skills by solving challenges in the Bandit Wargame from OverTheWire. This video is a walk through of how to solve the challenges—but make sure to try each on your own before watching the solution!
🔗 Start the game here: https://overthewire.org/wargames/bandit/
✏️ Tutorial from Sabyasachi Paul. Check out his channel: https://www.youtube.com/channe....l/UCF6DLMsBz6AdX4Wk1
🔗 Sabyasachi's Linktree: https://linktr.ee/h0tPlug1n
⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:02:11) Level 0
⌨️ (0:04:06) Level 0 - Level 1
⌨️ (0:05:11) Level 1 - Level 2
⌨️ (0:06:18) Level 2 - Level 3
⌨️ (0:07:56) Level 3 - Level 4
⌨️ (0:09:11) Level 4 - Level 5
⌨️ (0:11:57) Level 5 - Level 6
⌨️ (0:14:51) Level 6 - Level 7
⌨️ (0:17:06) Level 7 - Level 8
⌨️ (0:18:37) Level 8 - Level 9
⌨️ (0:21:08) Level 9 - Level 10
⌨️ (0:22:45) Level 10 - Level 11
⌨️ (0:24:10) Level 11 - Level 12
⌨️ (0:27:11) Level 12 - Level 13
⌨️ (0:35:22) Level 13 - Level 14
⌨️ (0:37:01) Level 14 - Level 15
⌨️ (0:38:45) Level 15 - Level 16
⌨️ (0:41:35) Level 16 - Level 17
⌨️ (0:50:46) Level 17 - Level 18
⌨️ (0:53:07) Level 18 - Level 19
⌨️ (0:55:28) Level 19 - Level 20
⌨️ (0:58:23) Level 20 - Level 21
⌨️ (1:02:33) Level 21 - Level 22
⌨️ (1:07:47) Level 22 - Level 23
⌨️ (1:11:54) Level 23 - Level 24
⌨️ (1:26:39) Level 24 - Level 25
⌨️ (1:32:53) Level 25 - Level 26
⌨️ (1:43:25) Level 26 - Level 27
⌨️ (1:47:18) Level 27 - Level 28
⌨️ (1:52:10) Level 28 - Level 29
⌨️ (1:56:36) Level 29 - Level 30
⌨️ (2:00:17) Level 30 - Level 31
⌨️ (2:05:31) Level 31 - Level 32
⌨️ (2:10:34) Level 32 - Level 33
⌨️ (2:14:45) Level 33 - Level 34
🎉 Thanks to our Champion and Sponsor supporters:
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Erdeniz Unvan
👾 Justin Hual
👾 Agustín Kussrow
👾 Otis Morgan
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Learn how to use Deno in this complete course. Deno is a Node.js alternative created by the same person who created Node.js. In this tutorial course, you will learn how to build real apps with Deno. You will also learn the basics of the Typescript. You will see how to use Deno to build a survey app with a REST API using MongoDB.
💻 Code: https://github.com/thecodeholi....c/freecodecamp-deno-
💻 Survey application code: https://github.com/thecodeholic/deno-survey
🎥 Course from The Codeholic. Check out his channel: https://www.youtube.com/channe....l/UC_UMEcP_kF0z4E6Kb
🐦 The Codeholic on Twitter: https://twitter.com/TheCodeholic
🔗 Official Deno website: https://deno.land/
⭐️ Course Contents ⭐️
Introduction
---------------------
⌨️ (00:00:00) Introduction
⌨️ (00:02:02) Course overview
⌨️ (00:04:38) Course Project
⌨️ (00:05:51) What is Deno
⌨️ (00:08:19) Course project (Survey app) demo
⌨️ (00:11:54) Install and Getting started
⌨️ (00:14:34) Write "Hello World"
⌨️ (00:15:50) Main Features
TypeScript
---------------------
⌨️ (00:17:22) What is TypeScript
⌨️ (00:24:04) TypeScript Types
⌨️ (00:37:40) Interfaces
⌨️ (00:43:46) Classes
⌨️ (00:48:03) Generics
⌨️ (00:56:31) Enums
Main features
---------------------
⌨️ (01:01:23) Import from URL
⌨️ (01:02:23) ES6 Modules import syntax
⌨️ (01:03:01) Top Level await
⌨️ (01:04:18) Browser API
⌨️ (01:06:20) Security
⌨️ (01:16:31) Single Executable file
⌨️ (01:18:55) Terminal commands
⌨️ (01:23:52) Standard Library and 3rd party modules
⌨️ (01:26:31) Create basic HTTP server
⌨️ (01:32:20) Working with file system
⌨️ (01:41:55) Using npm packages
⌨️ (01:45:40) Answers on common questions
Project - Survey app
----------------------
⌨️ (01:57:02) Install oak framework and setup basic server
⌨️ (02:03:41) Install denon for automatic server restart on file change
⌨️ (02:06:03) Easily manage versions and dependencies
⌨️ (02:08:06) Organize routes
⌨️ (02:09:36) Create AuthController and configure Login & Register routes
⌨️ (02:13:54) Setup connection with MongoDB
⌨️ (02:19:40) Create User model and implement registration
⌨️ (02:40:42) Implement login
⌨️ (02:54:16) Install dontenv and create .env file
Survey CRUD
----------------------
⌨️ (02:59:35) Configure routes for Survey CRUD and Create SurveyController
⌨️ (03:04:52) Create Survey model and implement Survey creation
⌨️ (03:11:22) Implement get surveys
⌨️ (03:20:33) Create BaseModel and inherit Survey and User models from there
⌨️ (03:26:12) Implement to get single survey
⌨️ (03:31:29) Implement survey update
⌨️ (03:39:22) Printing application errors
⌨️ (03:40:26) Fixing problem of "this" binding
⌨️ (03:44:27) Implement survey deletion
⌨️ (03:48:52) Create authMiddleware and add authentication to Survey CRUD
⌨️ (04:07:38) Implement CRUD of questions
Create Website
----------------------
⌨️ (04:44:15) Create SiteController and configure routes
⌨️ (04:47:38) Install template engine and create views
⌨️ (04:51:48) Render all surveys
⌨️ (04:55:32) Configure oak to handle static files (CSS, Javascript, Images)
⌨️ (05:06:05) Write basic styles
⌨️ (05:07:31) Create and use partial view files
⌨️ (05:09:30) Implement to view single survey
⌨️ (05:33:58) Get form submitted data and validation
⌨️ (05:49:07) Implement displaying validation errors in form
⌨️ (06:01:45) Implement to save survey answers
⌨️ (06:14:49) Create a real survey using our survey app
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Basic JavaScript lessons 11-15 FreeCodeCamp.org OdhinsWell
I dance at the end!
Chapters:
00:00 Introduction
00:45 Adding Two Numbers
01:13 Subtracting
01:50 Mutiplication
02:35 Dividing
03:20 TEA TIME!!!! yum yum
03:31 Incrementing
04:13 Outro
In this epidode we talk about adding, subtracting, multiplying, dividing and incrementing in JavaScript. I attempted to make this video a little more humoruos than the previous videos to make learning this stuff a little more entertaining. The lessons we go over in this video are very basic and I personally am looking forward to some more intence work.
Let me know if you need anything from me.
Cheers,
Theodore.
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Basic JavaScript lessons 11-15 FreeCodeCamp.org OdhinsWell
free code camp javascript - free code camp javascript projects - free code camp javascript tutorial - free code camp javascript es6 - free code camp javascript course - free code camp javascript full course - free code camp javascript answers - free code camp javascript playlist - javascript - javascript tutorial for beginners - javascript course - javascript tutorial - javascript mastery - javascript projects for beginners - javascript for beginners - learn to code
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Brought to you by odhinsWell Systems & Processes
Song by: Jason Garner - Upbeat Irish Jig
basic java script please like my video
link in the description for
freecodecamp.org
Developers who created the game Portal discuss problems they faced and how they solved them.
This beginner's course teaches the foundations of game development. This video is lecture 11 of CS50's Intro to Game Development from Harvard University.
Check out the full course playlist: https://www.youtube.com/playli....st?list=PLWKjhJtqVAb
⭐️Contents⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:01:58) What is a Portal?
⌨️ (0:04:40) Rendering
⌨️ (0:04:52) Texture vs Stencil Tradeoffs
⌨️ (0:09:35) Rendering Using Stencils
⌨️ (0:15:36) Duplicate Models
⌨️ (0:16:36) Clip Planes
⌨️ (0:17:44) Banana Juice
⌨️ (0:19:44) Recursion
⌨️ (0:23:19) Third Person Gotchas
⌨️ (0:24:48) Pixel Queries
⌨️ (0:26:34) Design
⌨️ (0:27:45) Prototyping in 2D
⌨️ (0:28:48) Training Basics
⌨️ (0:36:22) Portal Funnels
⌨️ (0:38:51) Aerial Faith Plates
⌨️ (0:39:34) Trigger Catapult
⌨️ (0:42:53) Portal Highlight
⌨️ (0:43:44) Portal Placement Helper
⌨️ (0:45:01) Fun Over Accurate Physics
⌨️ (0:46:54) Gels
⌨️ (0:48:09) Portal Gel
⌨️ (0:49:25) Cutting Sticky Gel
⌨️ (0:52:13) Cutting Portal Through Portal
⌨️ (0:53:02) Cutting Double Flings
⌨️ (0:54:31) Energy Ball To Laser
⌨️ (0:56:58) Combining Elements
⌨️ (0:57:35) Laser Introduction
⌨️ (0:57:52) Laser Saturation
⌨️ (0:58:41) Laser Graduation
⌨️ (0:59:14) Laser Combination
⌨️ (1:00:25) Physics
⌨️ (1:00:43) Volumes, Vectors, and Planes
⌨️ (1:03:41) Carving Holes
⌨️ (1:07:20) Collision Lists
⌨️ (1:08:50) Shadow Clones
⌨️ (1:11:32) Q&A
⌨️ (1:13:37) Reduce Rendering Frustum
⌨️ (1:41:05) In Conclusion
Lecture taught by Colton T. Ogden. Thanks to Harvard's CS50 for giving us permission to post this lecture. Checkout their YouTube channel for more great lectures: https://www.youtube.com/cs50
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://medium.freecodecamp.org
React: Render with an If-Else Condition
#100DaysOfCode
Learn how to start programming in Java in this beginners course.
What you will learn:
-The absolute basics of getting started with Java
-Understand the components of the Java platform (JVM, JDK, JRE)
-Be able to install the JDK and set it up to write Java programs
-Be able to install an IDE to program in Java
-Understand the basics of an IDE and the features it offers to help with Java programming
-Appreciate foundational Java programming syntax that form the building blocks of Java programs
-Have a feel and appreciation for Java and want to take it further!
✏️ This course was created by Matt Speake. Check out his other amazing courses: https://courses.javaeasily.com
⭐️ Course Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:02:04) Overview of Java
⌨️ (0:13:08) Java Platform Components
⌨️ (0:27:17) The Java Development Kit
⌨️ (0:40:04) The IDE (Integrated Development Environment)
⌨️ (0:57:07) Java Syntax Basics
⌨️ (1:12:47) Writing, Compiling, Running and Debugging a Java Program
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