Coding Interview Resources
This channel contains the free resources and solution of coding problems which are usually asked in the interviews. Managed by: @love_data
Ko'proq ko'rsatish📈 Telegram kanali Coding Interview Resources analitikasi
Coding Interview Resources (@crackingthecodinginterview) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 52 091 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 2 543-o'rinni va Hindiston mintaqasida 6 857-o'rinni egallagan.
📊 Auditoriya ko‘rsatkichlari va dinamika
невідомо sanasidan buyon loyiha tez o‘sib, 52 091 obunachiga ega bo‘ldi.
13 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni -73 ga, so‘nggi 24 soatda esa -13 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.
- Tasdiqlash holati: Tasdiqlanmagan
- Jalb etish (ER): Auditoriya o‘rtacha 1.79% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 0.81% ini tashkil etuvchi reaksiyalarni to‘playdi.
- Post qamrovi: Har bir post o‘rtacha 933 marta ko‘riladi; birinchi sutkada odatda 423 ta ko‘rish yig‘iladi.
- Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 2 ta reaksiya keladi.
- Tematik yo‘nalishlar: Kontent array, stack, algorithm, programming, sort kabi asosiy mavzularga jamlangan.
📝 Tavsif va kontent siyosati
Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida ta’riflaydi:
“This channel contains the free resources and solution of coding problems which are usually asked in the interviews.
Managed by: @love_data”
Yuqori yangilanish chastotasi (oxirgi ma’lumot 14 Iyul, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli bo‘lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Texnologiyalar & Aralashmalar toifasidagi muhim ta’sir nuqtasiga aylantirishini ko‘rsatadi.
Ma'lumot yuklanmoqda...
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| 2 | ✅𝗖𝗼𝗿𝗿𝗲𝗰𝘁 𝘄𝗮𝘆 𝘁𝗼 𝗮𝘀𝗸 𝗳𝗼𝗿 𝗮 𝗿𝗲𝗳𝗲𝗿𝗿𝗮𝗹:👩💻
---
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Hi [Recipient's Name]🙂,
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| 7 | Cheat sheet on Python Frameworks:
Django: A full-featured web framework with built-in ORM, admin panel, and security features.
Flask: A lightweight microframework with a minimal set of features and high flexibility.
ORM & Admin: Built-in to Django, but need to be connected separately in Flask.
Security: Django has built-in security mechanisms, while in Flask, they need to be configured manually.
Testing: Django offers built-in testing tools, while Flask relies on third-party libraries.
Use Cases: Django is suitable for large and complex projects, while Flask is better for small applications, APIs, and prototypes. | 609 |
| 8 | 𝗠𝗮𝘀𝘁𝗲𝗿 𝗧𝗵𝗲𝘀𝗲 𝗛𝗶𝗴𝗵-𝗗𝗲𝗺𝗮𝗻𝗱 𝗦𝗸𝗶𝗹𝗹𝘀 𝘁𝗼 𝗟𝗮𝗻𝗱 𝗛𝗶𝗴𝗵-𝗣𝗮𝘆𝗶𝗻𝗴 𝗝𝗼𝗯𝘀 🔥
This guide highlights 3 powerful skills that are opening doors to high-paying roles across tech and business .🎓
Perfect For
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🚀 Start learning today. Build in-demand skills. Position yourself for better opportunities and bigger career growth. | 713 |
| 9 | 🚀 Want to master AI Agents
Here are 20 must-know AI Agent Concepts – explained simply and visually!
From Reflex Agents to ReAct, Tools to Learning Loops — this post is your quick guide to understanding how autonomous agents work in real-world applications. | 727 |
| 10 | 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗙𝗥𝗘𝗘 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀🎓
Offers a wide range of free learning resources through Microsoft Learn, helping students, freshers, and professionals build job-ready skills at their own pace.
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Explore Microsoft’s free resources. Build in-demand skills and make your profile stronger. | 733 |
| 11 | 𝗔𝗜 𝗶𝗻 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗙𝗥𝗘𝗘 𝗢𝗻𝗹𝗶𝗻𝗲 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 😍
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| 12 | Java coding interview questions
1. Reverse a String:
Write a Java program to reverse a given string.
2. Find the Largest Element in an Array:
Find and print the largest element in an array.
3. Check for Palindrome:
Determine if a given string is a palindrome (reads the same backward as forward).
4. Factorial Calculation:
Write a function to calculate the factorial of a number.
5. Fibonacci Series:
Generate the first n numbers in the Fibonacci sequence.
6. Check for Prime Number:
Write a program to check if a given number is prime.
7. String Anagrams:
Determine if two strings are anagrams of each other.
8. Array Sorting:
Implement sorting algorithms like bubble sort, merge sort, or quicksort.
9. Binary Search:
Implement a binary search algorithm to find an element in a sorted array.
10. Duplicate Elements in an Array:
Find and print duplicate elements in an array.
11. Linked List Reversal:
Reverse a singly-linked list.
12. Matrix Operations:
Perform matrix operations like addition, multiplication, or transpose.
13. Implement a Stack:
Create a stack data structure and implement basic operations (push, pop).
14. Implement a Queue:
Create a queue data structure and implement basic operations (enqueue, dequeue).
15. Inheritance and Polymorphism:
Implement a class hierarchy with inheritance and demonstrate polymorphism.
16. Exception Handling:
Write code that demonstrates the use of try-catch blocks to handle exceptions.
17. File I/O:
Read from and write to a file using Java's file I/O capabilities.
18. Multithreading:
Create a simple multithreaded program and demonstrate thread synchronization.
19. Lambda Expressions:
Use lambda expressions to implement functional interfaces.
20. Recursive Algorithms:
Solve a problem using recursion, such as computing the factorial or Fibonacci sequence.
Best Java Resources: https://whatsapp.com/channel/0029VamdH5mHAdNMHMSBwg1s
Like for more ❤️ | 712 |
| 13 | 𝗙𝗥𝗘𝗘 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽𝘀 | 𝗕𝗼𝗼𝘀𝘁 𝗬𝗼𝘂𝗿 𝗥𝗲𝘀𝘂𝗺𝗲🎓
These FREE virtual certificate internships can help you build practical skills, industry exposure, and resume value from top companies and global platforms — all from home.
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🚀 Start learning today. Build experience. Collect certificates. Make your resume stronger. | 788 |
| 14 | 🧠 SQL Interview Question (Commonly Asked)
📌
products(product_id, product_name, category_id, price)
❓ Ques :
👉 Find the second highest priced product in each category.
🧩 How Interviewers Expect You to Think
• Partition data by category
• Rank products based on price (descending)
• Understand difference between RANK, DENSE_RANK, and ROW_NUMBER
• Handle ties properly
• Filter after ranking logic
💡 SQL Solution
WITH ranked_products AS (
SELECT
product_id,
product_name,
category_id,
price,
DENSE_RANK() OVER (
PARTITION BY category_id
ORDER BY price DESC
) AS price_rank
FROM products
)
SELECT
product_id,
product_name,
category_id,
price
FROM ranked_products
WHERE price_rank = 2;
🔥 Why this question is powerful:
• Tests window functions deeply
• Checks ranking logic understanding
• Very common in Data Analyst interviews
❤️ React if you want more scenario-based SQL questions | 801 |
| 15 | 📊 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 🚀
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🚀 Start learning today. Build your analytics foundation. Earn free certifications. Move one step closer to your Data Analyst career. | 800 |
| 16 | Master Javascript :
The JavaScript Tree 👇
|
|── Variables
| ├── var
| ├── let
| └── const
|
|── Data Types
| ├── String
| ├── Number
| ├── Boolean
| ├── Object
| ├── Array
| ├── Null
| └── Undefined
|
|── Operators
| ├── Arithmetic
| ├── Assignment
| ├── Comparison
| ├── Logical
| ├── Unary
| └── Ternary (Conditional)
||── Control Flow
| ├── if statement
| ├── else statement
| ├── else if statement
| ├── switch statement
| ├── for loop
| ├── while loop
| └── do-while loop
|
|── Functions
| ├── Function declaration
| ├── Function expression
| ├── Arrow function
| └── IIFE (Immediately Invoked Function Expression)
|
|── Scope
| ├── Global scope
| ├── Local scope
| ├── Block scope
| └── Lexical scope
||── Arrays
| ├── Array methods
| | ├── push()
| | ├── pop()
| | ├── shift()
| | ├── unshift()
| | ├── splice()
| | ├── slice()
| | └── concat()
| └── Array iteration
| ├── forEach()
| ├── map()
| ├── filter()
| └── reduce()|
|── Objects
| ├── Object properties
| | ├── Dot notation
| | └── Bracket notation
| ├── Object methods
| | ├── Object.keys()
| | ├── Object.values()
| | └── Object.entries()
| └── Object destructuring
||── Promises
| ├── Promise states
| | ├── Pending
| | ├── Fulfilled
| | └── Rejected
| ├── Promise methods
| | ├── then()
| | ├── catch()
| | └── finally()
| └── Promise.all()
|
|── Asynchronous JavaScript
| ├── Callbacks
| ├── Promises
| └── Async/Await
|
|── Error Handling
| ├── try...catch statement
| └── throw statement
|
|── JSON (JavaScript Object Notation)
||── Modules
| ├── import
| └── export
|
|── DOM Manipulation
| ├── Selecting elements
| ├── Modifying elements
| └── Creating elements
|
|── Events
| ├── Event listeners
| ├── Event propagation
| └── Event delegation
|
|── AJAX (Asynchronous JavaScript and XML)
|
|── Fetch API
||── ES6+ Features
| ├── Template literals
| ├── Destructuring assignment
| ├── Spread/rest operator
| ├── Arrow functions
| ├── Classes
| ├── let and const
| ├── Default parameters
| ├── Modules
| └── Promises
|
|── Web APIs
| ├── Local Storage
| ├── Session Storage
| └── Web Storage API
|
|── Libraries and Frameworks
| ├── React
| ├── Angular
| └── Vue.js
||── Debugging
| ├── Console.log()
| ├── Breakpoints
| └── DevTools
|
|── Others
| ├── Closures
| ├── Callbacks
| ├── Prototypes
| ├── this keyword
| ├── Hoisting
| └── Strict mode
|
| END __ | 839 |
| 17 | 🎓 𝗧𝗼𝗽 𝟱 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗧𝗼 𝗜𝗺𝗽𝗿𝗼𝘃𝗲 𝗬𝗼𝘂𝗿 𝗦𝗸𝗶𝗹𝗹𝘀𝗲𝘁 🚀
These 5 FREE courses that can help you stand out in interviews and job applications! 💼✨
📊 Microsoft Excel
📈 Power BI
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💰 Basic Financial Accounting
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📌 Save this post and share it with friends looking to upskill in 2026. | 620 |
| 18 | ✅ Data Science: Tools You Should Know as a Beginner 🧰📊
Mastering these tools helps you build real-world data projects faster and smarter:
1️⃣ Python
✔ Most popular language in data science
✔ Libraries: NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn
📌 Use: Data cleaning, EDA, modeling, automation
2️⃣ Jupyter Notebook
✔ Interactive coding environment
✔ Great for documentation + visualization
📌 Use: Prototyping & explaining models
3️⃣ SQL
✔ Essential for querying databases
📌 Use: Data extraction, filtering, joins, aggregations
4️⃣ Excel / Google Sheets
✔ Quick analysis & reports
📌 Use: Data exploration, pivot tables, charts
5️⃣ Power BI / Tableau
✔ Drag-and-drop dashboards
📌 Use: Visual storytelling & business insights
6️⃣ Git & GitHub
✔ Track code changes + collaborate
📌 Use: Version control, building your portfolio
7️⃣ Scikit-learn
✔ Ready-to-use ML models
📌 Use: Classification, regression, model evaluation
8️⃣ Google Colab / Kaggle Notebooks
✔ Free, cloud-based Python environment
📌 Use: Practice & run notebooks without setup
🧠 Bonus:
• VS Code – for scalable Python projects
• APIs – for real-world data access
• Streamlit – build data apps without frontend knowledge
Double Tap ♥️ For More | 708 |
| 19 | 𝗞𝗶𝗰𝗸𝘀𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗔𝗜 𝗝𝗼𝘂𝗿𝗻𝗲𝘆 | 𝟱 𝗠𝘂𝘀𝘁-𝗪𝗮𝘁𝗰𝗵 𝗙𝗥𝗘𝗘 𝗩𝗶𝗱𝗲𝗼𝘀 🚀
The good news is — you don’t need expensive courses to understand the basics of AI, Machine Learning, Neural Networks, Prompting, and real-world AI tools.
This guide features 5 must-watch FREE AI videos that can help you build a strong foundation in AI concepts
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘👇:
https://pdlink.in/4gn4LS5
🚀 Start watching today. Learn AI step by step. Build future-ready skills for free. | 828 |
| 20 | 7. Layers in a Software Application
A well-designed application is divided into layers.
Presentation Layer
• User Interface
• Displays information
• Accepts user input
Business Logic Layer
• Processes data
• Applies business rules
• Validates requests
Data Layer
• Stores information
• Retrieves data
• Communicates with databases
Separating these layers makes applications easier to maintain.
8. Design Principles
Professional developers follow design principles to write maintainable software.
Some important principles include:
• Keep code simple
• Avoid repeating code DRY
• Separate responsibilities
• Write reusable components
• Prefer readability over complexity
These principles make projects easier to understand and extend.
9. System Design Basics
System Design focuses on building applications that can handle growth.
Questions to consider:
• How will the application handle thousands of users?
• How can performance be improved?
• How can downtime be minimized?
• How should data be stored?
Learning system design helps you think beyond writing code.
10. Scalability
Scalability means an application can handle increasing users without major performance issues.
Example:
100 Users ✅
10,000 Users ✅
1 Million Users ✅
A scalable architecture ensures the application continues to perform well as demand grows.
11. Security in Architecture
Security should be part of the architecture from the beginning.
Consider:
• Authentication
• Authorization
• Data Encryption
• Secure APIs
• Input Validation
Ignoring security can expose applications to serious risks.
Common Architecture Tools
Professional teams often use:
• Docker
• Kubernetes
• API Gateways
• Message Queues
• Load Balancers
These tools help build reliable and scalable systems.
Common Beginner Mistakes
• Building everything in one file
• Mixing frontend and backend logic
• Ignoring project structure
• Creating tightly coupled code
• Not separating responsibilities
Good architecture prevents these problems.
How to Learn Software Architecture
Follow this learning path:
Learn Monolithic Architecture → Understand REST APIs → Build Small Applications → Learn Layered Architecture → Explore Microservices → Study System Design
Take one step at a time.
Why This Step is Important
Understanding software architecture helps you:
• Build scalable applications
• Write maintainable code
• Work effectively in development teams
• Understand enterprise software
• Prepare for software engineering interviews
Final Advice
Great developers don't just write code.
They design software that is easy to maintain, secure, and scalable.
Good Architecture → Better Code → Better Software → Better User Experience
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