5 Useful Python Tricks you should know
β€5
Top 5 Projects to Build in Each Tech Role π‘
π Hands-on projects that actually boost your resume!
1. Frontend Developer
β― Personal Portfolio Website
β― Weather App using APIs
β― Responsive Blog Page
β― E-commerce Product Page
β― Quiz App with Timer
2. Backend Developer
β― REST API for a To-Do App
β― URL Shortener Service
β― Authentication System (JWT/OAuth)
β― File Upload System
β― Chat Server using WebSockets
3. Full-Stack Developer
β― Blogging Platform (MERN or Django+React)
β― E-commerce Store
β― Expense Tracker with Charts
β― Job Board with Authentication
β― Social Media Dashboard
4. Data Analyst
β― Sales Dashboard (Power BI/Tableau)
β― COVID-19 Data Analysis with Python
β― Customer Churn Prediction
β― Excel Dashboard (Pivot, Slicer)
β― SQL Case Study (Joins + Aggregates)
5. Machine Learning Engineer
β― House Price Prediction (Regression)
β― Iris Flower Classification
β― Sentiment Analysis on Tweets
β― Image Classification (CNN)
β― Movie Recommendation System
6. DevOps Engineer
β― CI/CD Pipeline with GitHub Actions
β― Dockerize a Web App
β― Deploy App on AWS/GCP
β― Kubernetes Cluster Setup
β― Monitor App with Prometheus + Grafana
React with β€οΈ if you found this helpful!
#coding #projects #career #development #programming
π Hands-on projects that actually boost your resume!
1. Frontend Developer
β― Personal Portfolio Website
β― Weather App using APIs
β― Responsive Blog Page
β― E-commerce Product Page
β― Quiz App with Timer
2. Backend Developer
β― REST API for a To-Do App
β― URL Shortener Service
β― Authentication System (JWT/OAuth)
β― File Upload System
β― Chat Server using WebSockets
3. Full-Stack Developer
β― Blogging Platform (MERN or Django+React)
β― E-commerce Store
β― Expense Tracker with Charts
β― Job Board with Authentication
β― Social Media Dashboard
4. Data Analyst
β― Sales Dashboard (Power BI/Tableau)
β― COVID-19 Data Analysis with Python
β― Customer Churn Prediction
β― Excel Dashboard (Pivot, Slicer)
β― SQL Case Study (Joins + Aggregates)
5. Machine Learning Engineer
β― House Price Prediction (Regression)
β― Iris Flower Classification
β― Sentiment Analysis on Tweets
β― Image Classification (CNN)
β― Movie Recommendation System
6. DevOps Engineer
β― CI/CD Pipeline with GitHub Actions
β― Dockerize a Web App
β― Deploy App on AWS/GCP
β― Kubernetes Cluster Setup
β― Monitor App with Prometheus + Grafana
React with β€οΈ if you found this helpful!
#coding #projects #career #development #programming
β€10
π Complete C++ Syllabus Roadmap (Beginner to Expert) βοΈ
π° Beginner Level:
1. Intro to C++: Setup, IDEs, First Program (Hello World)
2. Variables & Data Types: int, float, char, bool, double, type casting
3. Operators: Arithmetic, Relational, Logical, Bitwise, Assignment
4. Control Flow: if-else, switch-case, for, while, do-while loops
5. Functions: Function Declaration, Definition, Call, Arguments, Return Values
6. Arrays: Single & Multi-Dimensional Arrays
7. Basic I/O: cin, cout
8. Basic Projects: Calculator, Simple Number Games
βοΈ Intermediate Level:
1. Pointers: Introduction, Pointer Arithmetic, Dynamic Memory Allocation
2. Strings: C-style strings, std::string
3. Structures & Unions: User-Defined Data Types
4. Object-Oriented Programming (OOP):
β’ Classes & Objects
β’ Inheritance
β’ Polymorphism (Function Overloading, Operator Overloading, Virtual Functions)
β’ Abstraction, Encapsulation
5. File Handling: Reading from & Writing to Files
6. Exception Handling: try, catch, throw
π Expert Level:
1. Data Structures:
β’ Linked Lists (Singly, Doubly, Circular)
β’ Stacks & Queues
β’ Trees (Binary Trees, BSTs, AVL Trees)
β’ Graphs (Representation, Traversal Algorithms)
β’ Hash Tables
2. Algorithms: Sorting & Searching Algorithms, Dynamic Programming
3. Templates: Generic Programming
4. Standard Template Library (STL): Containers, Iterators, Algorithms
5. Multi-threading & Concurrency:
6. Memory Management: Smart Pointers, RAII
7. Design Patterns: Singleton, Factory, Observer, etc.
8. Networking: Sockets, Client-Server communication
9. Advanced Projects: Game Development, System Programming
π‘ Bonus: Learn CMake, Debugging Techniques, and C++20 Features
π Tap β€οΈ for more
π° Beginner Level:
1. Intro to C++: Setup, IDEs, First Program (Hello World)
2. Variables & Data Types: int, float, char, bool, double, type casting
3. Operators: Arithmetic, Relational, Logical, Bitwise, Assignment
4. Control Flow: if-else, switch-case, for, while, do-while loops
5. Functions: Function Declaration, Definition, Call, Arguments, Return Values
6. Arrays: Single & Multi-Dimensional Arrays
7. Basic I/O: cin, cout
8. Basic Projects: Calculator, Simple Number Games
βοΈ Intermediate Level:
1. Pointers: Introduction, Pointer Arithmetic, Dynamic Memory Allocation
2. Strings: C-style strings, std::string
3. Structures & Unions: User-Defined Data Types
4. Object-Oriented Programming (OOP):
β’ Classes & Objects
β’ Inheritance
β’ Polymorphism (Function Overloading, Operator Overloading, Virtual Functions)
β’ Abstraction, Encapsulation
5. File Handling: Reading from & Writing to Files
6. Exception Handling: try, catch, throw
π Expert Level:
1. Data Structures:
β’ Linked Lists (Singly, Doubly, Circular)
β’ Stacks & Queues
β’ Trees (Binary Trees, BSTs, AVL Trees)
β’ Graphs (Representation, Traversal Algorithms)
β’ Hash Tables
2. Algorithms: Sorting & Searching Algorithms, Dynamic Programming
3. Templates: Generic Programming
4. Standard Template Library (STL): Containers, Iterators, Algorithms
5. Multi-threading & Concurrency:
6. Memory Management: Smart Pointers, RAII
7. Design Patterns: Singleton, Factory, Observer, etc.
8. Networking: Sockets, Client-Server communication
9. Advanced Projects: Game Development, System Programming
π‘ Bonus: Learn CMake, Debugging Techniques, and C++20 Features
π Tap β€οΈ for more
β€7
β‘ 25 Tools to Supercharge Your Coding Workflow π»π
β Visual Studio Code
β Sublime Text
β Postman
β Insomnia
β Figma
β Notion
β Obsidian
β Slack
β Discord
β GitKraken
β Tower
β Raycast
β Warp Terminal
β iTerm2
β Hyper
β Docker
β Kubernetes
β Vercel
β Netlify
β Heroku
β Supabase
β PlanetScale
β Railway
β UptimeRobot
π₯ React ββ€οΈβ if you use any of these!
β Visual Studio Code
β Sublime Text
β Postman
β Insomnia
β Figma
β Notion
β Obsidian
β Slack
β Discord
β GitKraken
β Tower
β Raycast
β Warp Terminal
β iTerm2
β Hyper
β Docker
β Kubernetes
β Vercel
β Netlify
β Heroku
β Supabase
β PlanetScale
β Railway
β UptimeRobot
π₯ React ββ€οΈβ if you use any of these!
β€14
Python Interview Questions
β€2
β
Complete Coding Interview Roadmap β What You MUST Know π¨βπ»πΌ
Whether you're preparing for FAANG or startups, here's everything you need to crack coding interviews in 2025:
π° 1. Programming Language Mastery
Choose one (C++, Java, Python) & master:
- Syntax & built-in functions
- Time & space complexity
- Object-oriented programming
- Recursion, Iterative logic
π 2. Data Structures
Understand how they work + when to use them:
- Arrays & Strings
- Linked Lists (Singly, Doubly)
- Stacks & Queues
- Hash Maps / Hash Tables
- Trees (Binary, BST, Trie)
- Graphs (Adjacency List/Matrix)
- Heaps & Priority Queues
βοΈ 3. Algorithms
Key to solving problems efficiently:
- Sorting & Searching (Binary Search, Merge/Quick Sort)
- Recursion & Backtracking
- Sliding Window, Two Pointers
- Greedy & Divide and Conquer
- Dynamic Programming (0/1 Knapsack, LIS, etc.)
- Graph Algorithms (DFS, BFS, Dijkstraβs, Topological Sort)
- Bit Manipulation
π¬ 4. Problem Solving Practice
Use platforms like:
- LeetCode (Top 150/Blind 75)
- HackerRank / Codeforces
- InterviewBit / GFG
π‘ 5. System Design (For 3+ years experience)
- High-level design (scalability, availability, latency)
- Components: Load Balancer, Database, Caching, Message Queues
- Design examples: URL Shortener, Instagram, Chat App
- Use tools like draw.io or Excalidraw to visualize designs
π§ 6. Behavioral + HR Round Prep
Prepare STAR-based answers for:
- "Tell me about yourself"
- "Biggest challenge you faced"
- "Why do you want to join us?"
- "Teamwork, leadership, conflict"
π 7. Resume & Portfolio
- Keep it ONE page
- Highlight impact, not tasks
- Add GitHub, LinkedIn, Portfolio links
- Projects that use real-world APIs or solve real problems
π 8. Mock Interviews & Feedback
- Practice with peers, mentors or platforms like Pramp / Interviewing.io
- Get feedback on approach, not just correctness
π― Tips:
- Stay consistent (1β2 hours daily)
- Focus on patterns, not just solutions
- Keep track of mistakes & revise weekly
- Rest before interviews β donβt cram
π Tap β€οΈ for more!
Whether you're preparing for FAANG or startups, here's everything you need to crack coding interviews in 2025:
π° 1. Programming Language Mastery
Choose one (C++, Java, Python) & master:
- Syntax & built-in functions
- Time & space complexity
- Object-oriented programming
- Recursion, Iterative logic
π 2. Data Structures
Understand how they work + when to use them:
- Arrays & Strings
- Linked Lists (Singly, Doubly)
- Stacks & Queues
- Hash Maps / Hash Tables
- Trees (Binary, BST, Trie)
- Graphs (Adjacency List/Matrix)
- Heaps & Priority Queues
βοΈ 3. Algorithms
Key to solving problems efficiently:
- Sorting & Searching (Binary Search, Merge/Quick Sort)
- Recursion & Backtracking
- Sliding Window, Two Pointers
- Greedy & Divide and Conquer
- Dynamic Programming (0/1 Knapsack, LIS, etc.)
- Graph Algorithms (DFS, BFS, Dijkstraβs, Topological Sort)
- Bit Manipulation
π¬ 4. Problem Solving Practice
Use platforms like:
- LeetCode (Top 150/Blind 75)
- HackerRank / Codeforces
- InterviewBit / GFG
π‘ 5. System Design (For 3+ years experience)
- High-level design (scalability, availability, latency)
- Components: Load Balancer, Database, Caching, Message Queues
- Design examples: URL Shortener, Instagram, Chat App
- Use tools like draw.io or Excalidraw to visualize designs
π§ 6. Behavioral + HR Round Prep
Prepare STAR-based answers for:
- "Tell me about yourself"
- "Biggest challenge you faced"
- "Why do you want to join us?"
- "Teamwork, leadership, conflict"
π 7. Resume & Portfolio
- Keep it ONE page
- Highlight impact, not tasks
- Add GitHub, LinkedIn, Portfolio links
- Projects that use real-world APIs or solve real problems
π 8. Mock Interviews & Feedback
- Practice with peers, mentors or platforms like Pramp / Interviewing.io
- Get feedback on approach, not just correctness
π― Tips:
- Stay consistent (1β2 hours daily)
- Focus on patterns, not just solutions
- Keep track of mistakes & revise weekly
- Rest before interviews β donβt cram
π Tap β€οΈ for more!
β€8