Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books
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Everything about programming for beginners
* Python programming
* Java programming
* App development
* Machine Learning
* Data Science

Managed by: @love_data
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Roadmap to become a Programmer:

๐Ÿ“‚ Learn Programming Fundamentals (Logic, Syntax, Flow)
โˆŸ๐Ÿ“‚ Choose a Language (Python / Java / C++)
โˆŸ๐Ÿ“‚ Learn Data Structures & Algorithms
โˆŸ๐Ÿ“‚ Learn Problem Solving (LeetCode / HackerRank)
โˆŸ๐Ÿ“‚ Learn OOPs & Design Patterns
โˆŸ๐Ÿ“‚ Learn Version Control (Git & GitHub)
โˆŸ๐Ÿ“‚ Learn Debugging & Testing
โˆŸ๐Ÿ“‚ Work on Real-World Projects
โˆŸ๐Ÿ“‚ Contribute to Open Source
โˆŸโœ… Apply for Job / Internship

React โค๏ธ for More ๐Ÿ’ก
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When to Use Which Programming Language?

C โž OS Development, Embedded Systems, Game Engines
C++ โž Game Dev, High-Performance Apps, Finance
Java โž Enterprise Apps, Android, Backend
C# โž Unity Games, Windows Apps
Python โž AI/ML, Data, Automation, Web Dev
JavaScript โž Frontend, Full-Stack, Web Games
Golang โž Cloud Services, APIs, Networking
Swift โž iOS/macOS Apps
Kotlin โž Android, Backend
PHP โž Web Dev (WordPress, Laravel)
Ruby โž Web Dev (Rails), Prototypes
Rust โž System Apps, Blockchain, HPC
Lua โž Game Scripting (Roblox, WoW)
R โž Stats, Data Science, Bioinformatics
SQL โž Data Analysis, DB Management
TypeScript โž Scalable Web Apps
Node.js โž Backend, Real-Time Apps
React โž Modern Web UIs
Vue โž Lightweight SPAs
Django โž AI/ML Backend, Web Dev
Laravel โž Full-Stack PHP
Blazor โž Web with .NET
Spring Boot โž Microservices, Java Enterprise
Ruby on Rails โž MVPs, Startups
HTML/CSS โž UI/UX, Web Design
Git โž Version Control
Linux โž Server, Security, DevOps
DevOps โž Infra Automation, CI/CD
CI/CD โž Testing + Deployment
Docker โž Containerization
Kubernetes โž Cloud Orchestration
Microservices โž Scalable Backends
Selenium โž Web Testing
Playwright โž Modern Web Automation

Credits: https://whatsapp.com/channel/0029VahiFZQ4o7qN54LTzB17

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๐Ÿ”ฐ C++ Roadmap for Beginners 2025
โ”œโ”€โ”€ ๐Ÿง  Introduction to C++ & How It Works
โ”œโ”€โ”€ ๐Ÿงฐ Setting Up Environment (IDE, Compiler)
โ”œโ”€โ”€ ๐Ÿ“ Basic Syntax & Structure
โ”œโ”€โ”€ ๐Ÿ”ข Variables, Data Types & Constants
โ”œโ”€โ”€ โž• Operators (Arithmetic, Relational, Logical, Bitwise)
โ”œโ”€โ”€ ๐Ÿ” Flow Control (if, else, switch)
โ”œโ”€โ”€ ๐Ÿ”„ Loops (for, while, do...while)
โ”œโ”€โ”€ ๐Ÿงฉ Functions (Declaration, Definition, Recursion)
โ”œโ”€โ”€ ๐Ÿ“ฆ Arrays, Strings & Vectors
โ”œโ”€โ”€ ๐Ÿงฑ Pointers & References
โ”œโ”€โ”€ ๐Ÿงฎ Dynamic Memory Allocation (new, delete)
โ”œโ”€โ”€ ๐Ÿ— Structures & Unions
โ”œโ”€โ”€ ๐Ÿ› Object-Oriented Programming (Classes, Objects, Inheritance, Polymorphism)
โ”œโ”€โ”€ ๐Ÿ“‚ File Handling in C++
โ”œโ”€โ”€ โš ๏ธ Exception Handling
โ”œโ”€โ”€ ๐Ÿง  STL (Standard Template Library - vector, map, set, etc.)
โ”œโ”€โ”€ ๐Ÿงช Mini Projects (Bank System, Student Record, etc.)

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SQL Interview Questions

1. How would you find duplicate records in SQL?
2.What are various types of SQL joins?
3.What is a trigger in SQL?
4.What are different DDL,DML commands in SQL?
5.What is difference between Delete, Drop and Truncate?
6.What is difference between Union and Union all?
7.Which command give Unique values?
8. What is the difference between Where and Having Clause?
9.Give the execution of keywords in SQL?
10. What is difference between IN and BETWEEN Operator?
11. What is primary and Foreign key?
12. What is an aggregate Functions?
13. What is the difference between Rank and Dense Rank?
14. List the ACID Properties and explain what they are?
15. What is the difference between % and _ in like operator?
16. What does CTE stands for?
17. What is database?what is DBMS?What is RDMS?
18.What is Alias in SQL?
19. What is Normalisation?Describe various form?
20. How do you sort the results of a query?
21. Explain the types of Window functions?
22. What is limit and offset?
23. What is candidate key?
24. Describe various types of Alter command?
25. What is Cartesian product?

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Best Programming Languages for Hacking:

1. Python
Itโ€™s no surprise that Python tops our list. Referred to as the defacto hacking programing language, Python has indeed played a significant role in the writing of hacking scripts, exploits, and malicious programs.

2. C
C is critical language in the Hacking community. Most of the popular operating systems we have today run on a foundation of C language.
C is an excellent resource in reverse engineering of software and applications. These enable hackers to understand the working of a system or an app.

3. Javascript
For quite some time, Javascript(JS) was a client-side scripting language. With the release of Node.js, Javascript now supports backend development. To hackers, this means a broader field of exploitation.

4. PHP
For a long time now, PHP has dominated the backend of most websites and web applications.
If you are into web hacking, then getting your hands on PHP would be of great advantage.

5. C++
Have you ever thought of cracking corporate(paid) software? Here is your answer. The hacker community has significantly implemented C++ programming language to remove trial periods on paid software and even the operating system.

6. SQL
SQL โ€“ Standard Query Language. It is a programming language used to organize, add, retrieve, remove, or edit data in a database. A lot of systems store their data in databases such as MySQL, MS SQL, and PostgreSQL.
Using SQL, hackers can perform an attack known as SQL injection, which will enable them to access confidential information.

7. Java
Despite what many may say, a lot of backdoor exploits in systems are written in Java. It has also been used by hackers to perform identity thefts, create botnets, and even perform malicious activities on the client system undetected.
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How Coders Can Surviveโ€”and Thriveโ€”in a ChatGPT World

Artificial intelligence, particularly generative AI powered by large language models (LLMs), could upend many codersโ€™ livelihoods. But some experts argue that AI wonโ€™t replace human programmersโ€”not immediately, at least.

โ€œYou will have to worry about people who are using AI replacing you,โ€ says Tanishq Mathew Abraham, a recent Ph.D. in biomedical engineering at the University of California, Davis and the CEO of medical AI research center MedARC.

Here are some tips and techniques for coders to survive and thrive in a generative AI world.

Stick to Basics and Best Practices
While the myriad AI-based coding assistants could help with code completion and code generation, the fundamentals of programming remain: the ability to read and reason about your own and othersโ€™ code, and understanding how the code you write fits into a larger system.

Find the Tool That Fits Your Needs
Finding the right AI-based tool is essential. Each tool has its own ways to interact with it, and there are different ways to incorporate each tool into your development workflowโ€”whether thatโ€™s automating the creation of unit tests, generating test data, or writing documentation.

Clear and Precise Conversations Are Crucial
When using AI coding assistants, be detailed about what you need and view it as an iterative process. Abraham proposes writing a comment that explains the code you want so the assistant can generate relevant suggestions that meet your requirements.

Be Critical and Understand the Risks
Software engineers should be critical of the outputs of large language models, as they tend to hallucinate and produce inaccurate or incorrect code. โ€œItโ€™s easy to get stuck in a debugging rabbit hole when blindly using AI-generated code, and subtle bugs can be difficult to spot,โ€ Vaithilingam says.
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You will not learn system design in a month.
You will not master DSA in a month.
You will not suddenly understand how to solve problems at scale in a month.
You wonโ€™t grasp scalability, databases, and caching overnight.

And you most definitely wonโ€™t internalize every distributed system pattern just by reading a few blogs.

Because software engineering is an ocean: deep, vast, and ever-expanding.
And you canโ€™t cross an ocean in a single leap.

In a month, youโ€™ll realize youโ€™re only scratching the surface.
Youโ€™ll see more gaps than answers.
Youโ€™ll feel like thereโ€™s too much to learn and too little time.

But thatโ€™s where most people give up.
Thatโ€™s where frustration makes them quit.

Donโ€™t be one of them.

Take it one step at a time.

Real expertise doesnโ€™t come from rushing. It comes from consistent, deliberate learning over years.

It comes from revisiting the same concepts and seeing them from new perspectives each time.

So trust your own pace.
Stay in the game long enough to connect the dots.

And one day, the same concepts that once seemed impossible will feel like second nature.

Just keep collecting buckets.
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Web Development Essentials to build modern, responsive websites:

1. HTML (Structure)
Tags, Elements, and Attributes
Headings, Paragraphs, Lists
Forms, Inputs, Buttons
Images, Videos, Links
Semantic HTML: <header>, <nav>, <main>, <footer>

2. CSS (Styling)
Selectors, Properties, and Values
Box Model (margin, padding, border)
Flexbox & Grid Layout
Positioning (static, relative, absolute, fixed, sticky)
Media Queries (Responsive Design)

3. JavaScript (Interactivity)
Variables, Data Types, Operators
Functions, Conditionals, Loops
DOM Manipulation (getElementById, addEventListener)
Events (click, submit, change)
Arrays & Objects

4. Version Control (Git & GitHub)
Initialize repository, clone, commit, push, pull
Branching and merge conflicts
Hosting code on GitHub

5. Responsive Design
Mobile-first approach
Viewport meta tag
Flexbox and CSS Grid for layouts
Using relative units (%, em, rem)

6. Browser Dev Tools
Inspect elements
Console for debugging JavaScript
Network tab for API requests

7. Basic SEO & Accessibility
Title tags, meta descriptions
Alt attributes for images
Proper use of semantic tags

8. Deployment
Hosting on GitHub Pages, Netlify, or Vercel
Domain name basics
Continuous deployment setup

Web Development Resources โฌ‡๏ธ
https://whatsapp.com/channel/0029VaiSdWu4NVis9yNEE72z

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How do analysts use SQL in a company?

SQL is every data analystโ€™s superpower! Here's how they use it in the real world:

Extract Data

Pull data from multiple tables to answer business questions.

Example:

SELECT name, revenue FROM sales WHERE region = 'North America';


(P.S. Avoid SELECT *โ€”your future self (and the database) will thank you!)


Clean & Transform

Use SQL functions to clean raw data.

Think TRIM(), COALESCE(), CAST()โ€”like giving data a fresh haircut.


Summarize & Analyze

Group and aggregate to spot trends and patterns.

GROUP BY, SUM(), AVG() โ€“ your best friends for quick insights.


Build Dashboards

Feed SQL queries into Power BI, Tableau, or Excel to create visual stories that make data talk.

Run A/B Tests

Evaluate product changes and campaigns by comparing user groups.

SQL makes sure your decisions are backed by data, not just gut feeling.


Use Views & CTEs

Simplify complex queries with Views and Common Table Expressions.

Clean, reusable, and boss-approved.


Drive Decisions

SQL powers decisions across Marketing, Product, Sales, and Finance.

When someone asks โ€œWhatโ€™s working?โ€โ€”youโ€™ve got the answers.


And remember: write smart queries, not lazy ones. Say no to SELECT * unless you really mean it!

Hit โ™ฅ๏ธ if you want me to share more real-world examples to make data analytics easier to understand!

Share with credits: https://t.iss.one/sqlspecialist

Hope it helps :)
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Here are the 50 JavaScript interview questions for 2024

1. What is JavaScript?
2. What are the data types in JavaScript?
3. What is the difference between null and undefined?
4. Explain the concept of hoisting in JavaScript.
5. What is a closure in JavaScript?
6. What is the difference between โ€œ==โ€ and โ€œ===โ€ operators in JavaScript?
7. Explain the concept of prototypal inheritance in JavaScript.
8. What are the different ways to define a function in JavaScript?
9. How does event delegation work in JavaScript?
10. What is the purpose of the โ€œthisโ€ keyword in JavaScript?
11. What are the different ways to create objects in JavaScript?
12. Explain the concept of callback functions in JavaScript.
13. What is event bubbling and event capturing in JavaScript?
14. What is the purpose of the โ€œbindโ€ method in JavaScript?
15. Explain the concept of AJAX in JavaScript.
16. What is the โ€œtypeofโ€ operator used for?
17. How does JavaScript handle errors and exceptions?
18. Explain the concept of event-driven programming in JavaScript.
19. What is the purpose of the โ€œasyncโ€ and โ€œawaitโ€ keywords in JavaScript?
20. What is the difference between a deep copy and a shallow copy in JavaScript?
21. How does JavaScript handle memory management?
22. Explain the concept of event loop in JavaScript.
23. What is the purpose of the โ€œmapโ€ method in JavaScript?
24. What is a promise in JavaScript?
25. How do you handle errors in promises?
26. Explain the concept of currying in JavaScript.
27. What is the purpose of the โ€œreduceโ€ method in JavaScript?
28. What is the difference between โ€œnullโ€ and โ€œundefinedโ€ in JavaScript?
29. What are the different types of loops in JavaScript?
30. What is the difference between โ€œlet,โ€ โ€œconst,โ€ and โ€œvarโ€ in JavaScript?
31. Explain the concept of event propagation in JavaScript.
32. What are the different ways to manipulate the DOM in JavaScript?
33. What is the purpose of the โ€œlocalStorageโ€ and โ€œsessionStorageโ€ objects?
34. How do you handle asynchronous operations in JavaScript?
35. What is the purpose of the โ€œforEachโ€ method in JavaScript?
36. What are the differences between โ€œletโ€ and โ€œvarโ€ in JavaScript?
37. Explain the concept of memoization in JavaScript.
38. What is the purpose of the โ€œspliceโ€ method in JavaScript arrays?
39. What is a generator function in JavaScript?
40. How does JavaScript handle variable scoping?
41. What is the purpose of the โ€œsplitโ€ method in JavaScript?
42. What is the difference between a deep clone and a shallow clone of an object?
43. Explain the concept of the event delegation pattern.
44. What are the differences between JavaScriptโ€™s โ€œnullโ€ and โ€œundefinedโ€?
45. What is the purpose of the โ€œargumentsโ€ object in JavaScript?
46. What are the different ways to define methods in JavaScript objects?
47. Explain the concept of memoization and its benefits.
48. What is the difference between โ€œsliceโ€ and โ€œspliceโ€ in JavaScript arrays?
49. What is the purpose of the โ€œapplyโ€ and โ€œcallโ€ methods in JavaScript?
50. Explain the concept of the event loop in JavaScript and how it handles asynchronous operations.
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30-day roadmap to get started with web development

Week 1: HTML and CSS
- Day 1-3: Learn HTML basics (structure, tags, elements).
- Day 4-7: Dive into CSS (styling, selectors, layouts).

Week 2: Advanced CSS and Responsive Design
- Day 8-11: Explore advanced CSS concepts (flexbox, grid).
- Day 12-14: Learn about responsive web design.

Week 3: JavaScript Fundamentals
- Day 15-18: Get started with JavaScript (variables, data types, operators).
- Day 19-21: Study JavaScript functions and control structures.

Week 4: JavaScript DOM Manipulation and Frameworks
- Day 22-25: Understand the Document Object Model (DOM) and how to manipulate it with JavaScript.
- Day 26-28: Explore JavaScript frameworks/libraries (e.g., React, Vue, Angular).
- Day 29-30: Build a simple project combining HTML, CSS, and JavaScript.

Complete Web development bootcamp: https://t.iss.one/webdevcoursefree/3

Here are 5 beginner-friendly web development projects: https://t.iss.one/Programming_experts/455

Remember, practice and building projects are crucial. Adjust the pace based on your learning speed, and feel free to delve deeper into areas that interest you. Web development is an ongoing learning process. Good luck!

ENJOY LEARNING ๐Ÿ‘๐Ÿ‘
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๐Ÿ”ฐ Web Development Roadmap

โ”œโ”€โ”€ ๐ŸŒ Internet Basics
โ”‚ โ”œโ”€โ”€ What is HTTP/HTTPS?
โ”‚ โ”œโ”€โ”€ How the Web Works (Client-Server-Database Model)

โ”œโ”€โ”€ ๐Ÿงฑ HTML5
โ”‚ โ”œโ”€โ”€ Elements, Tags, Forms, Media, Semantics
โ”‚ โ”œโ”€โ”€ Project: Personal Resume Page

โ”œโ”€โ”€ ๐ŸŽจ CSS3
โ”‚ โ”œโ”€โ”€ Flexbox, Grid, Positioning, Media Queries
โ”‚ โ”œโ”€โ”€ Project: Responsive Portfolio

โ”œโ”€โ”€ โš™๏ธ JavaScript (ES6+)
โ”‚ โ”œโ”€โ”€ Variables, DOM, Events, Fetch API
โ”‚ โ”œโ”€โ”€ Project: Interactive Quiz App

โ”œโ”€โ”€ ๐Ÿงช Version Control with Git & GitHub
โ”‚ โ”œโ”€โ”€ Branching, Commits, Pull Requests

โ”œโ”€โ”€ ๐Ÿงฑ CSS Frameworks
โ”‚ โ”œโ”€โ”€ Bootstrap, Tailwind CSS

โ”œโ”€โ”€ โš› Frontend Libraries/Frameworks
โ”‚ โ”œโ”€โ”€ React (Hooks, Routing, API Calls)
โ”‚ โ”œโ”€โ”€ Project: Weather Dashboard

โ”œโ”€โ”€ ๐Ÿงฉ Backend Basics
โ”‚ โ”œโ”€โ”€ Node.js + Express
โ”‚ โ”œโ”€โ”€ REST APIs, Middleware, Routing

โ”œโ”€โ”€ ๐Ÿ—„๏ธ Databases
โ”‚ โ”œโ”€โ”€ MongoDB / PostgreSQL (CRUD Operations)

โ”œโ”€โ”€ ๐Ÿ” Authentication (JWT, OAuth Basics)
โ”‚ โ”œโ”€โ”€ Project: Login/Register Auth System

โ”œโ”€โ”€ โ˜๏ธ Deployment
โ”‚ โ”œโ”€โ”€ Netlify, Vercel (Frontend)
โ”‚ โ”œโ”€โ”€ Render, Railway (Backend)

โ”œโ”€โ”€ ๐Ÿ”€ Optional: TypeScript, Next.js, WebSockets


React with โ™ฅ๏ธ if you want me to explain each topic in detail

Web Development Resources: https://whatsapp.com/channel/0029VaiSdWu4NVis9yNEE72z

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