Here are 10 popular programming languages based on versatile, widely-used, and in-demand languages:
1. Python โ Ideal for beginners and professionals; used in web development, data analysis, AI, and more.
2. Java โ A classic language for building enterprise applications, Android apps, and large-scale systems.
3. C โ The foundation for many other languages; great for understanding low-level programming concepts.
4. C++ โ Popular for game development, competitive programming, and performance-critical applications.
5. C# โ Widely used for Windows applications, game development (Unity), and enterprise software.
6. Go (Golang) โ A modern language designed for performance and scalability, popular in cloud services.
7. Rust โ Known for its safety and performance, ideal for system-level programming.
8. Kotlin โ The preferred language for Android development with modern features.
9. Swift โ Used for developing iOS and macOS applications with simplicity and power.
10. PHP โ A staple for web development, powering many websites and applications
1. Python โ Ideal for beginners and professionals; used in web development, data analysis, AI, and more.
2. Java โ A classic language for building enterprise applications, Android apps, and large-scale systems.
3. C โ The foundation for many other languages; great for understanding low-level programming concepts.
4. C++ โ Popular for game development, competitive programming, and performance-critical applications.
5. C# โ Widely used for Windows applications, game development (Unity), and enterprise software.
6. Go (Golang) โ A modern language designed for performance and scalability, popular in cloud services.
7. Rust โ Known for its safety and performance, ideal for system-level programming.
8. Kotlin โ The preferred language for Android development with modern features.
9. Swift โ Used for developing iOS and macOS applications with simplicity and power.
10. PHP โ A staple for web development, powering many websites and applications
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Great things begin when you dare to be imperfect. ๐๐ฅ๐งฟ
Great things begin when you dare to be imperfect. ๐๐ฅ๐งฟ
๐ฐ Deep Python Roadmap for Beginners ๐
Setup & Installation ๐ฅ๏ธโ๏ธ
โข Install Python, choose an IDE (VS Code, PyCharm)
โข Set up virtual environments for project isolation ๐
Basic Syntax & Data Types ๐๐ข
โข Learn variables, numbers, strings, booleans
โข Understand comments, basic input/output, and simple expressions โ๏ธ
Control Flow & Loops ๐๐
โข Master conditionals (if, elif, else)
โข Practice loops (for, while) and use control statements like break and continue ๐ฎ
Functions & Scope โ๏ธ๐ฏ
โข Define functions with def and learn about parameters and return values
โข Explore lambda functions, recursion, and variable scope ๐
Data Structures ๐๐
โข Work with lists, tuples, sets, and dictionaries
โข Learn list comprehensions and built-in methods for data manipulation โ๏ธ
Object-Oriented Programming (OOP) ๐๏ธ๐ฉโ๐ป
โข Understand classes, objects, and methods
โข Dive into inheritance, polymorphism, and encapsulation ๐
React "โค๏ธ" for Part 2
Setup & Installation ๐ฅ๏ธโ๏ธ
โข Install Python, choose an IDE (VS Code, PyCharm)
โข Set up virtual environments for project isolation ๐
Basic Syntax & Data Types ๐๐ข
โข Learn variables, numbers, strings, booleans
โข Understand comments, basic input/output, and simple expressions โ๏ธ
Control Flow & Loops ๐๐
โข Master conditionals (if, elif, else)
โข Practice loops (for, while) and use control statements like break and continue ๐ฎ
Functions & Scope โ๏ธ๐ฏ
โข Define functions with def and learn about parameters and return values
โข Explore lambda functions, recursion, and variable scope ๐
Data Structures ๐๐
โข Work with lists, tuples, sets, and dictionaries
โข Learn list comprehensions and built-in methods for data manipulation โ๏ธ
Object-Oriented Programming (OOP) ๐๏ธ๐ฉโ๐ป
โข Understand classes, objects, and methods
โข Dive into inheritance, polymorphism, and encapsulation ๐
React "โค๏ธ" for Part 2
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Forwarded from Coding Interview Preparation
Part 2 of the Deep Python Roadmap for Beginners ๐ฐ
File Handling & Exceptions ๐๐จ
โข Read/write files (text, CSV, JSON)
โข Use try/except/finally for error handling
Modules & Environments ๐ฆ๐
โข Organize code with modules and packages
โข Manage dependencies with pip and virtual environments
Advanced Concepts ๐ฅ๐
โข Work with decorators, generators, and context managers
Testing & Debugging ๐โ
โข Write tests using unittest or pytest
โข Utilize debugging tools and linters
APIs & Web Development ๐๐
โข Interact with RESTful APIs
โข Start with frameworks like Flask or Django
Data Analysis & Visualization ๐๐จ
โข Use NumPy and Pandas for data handling
โข Visualize with Matplotlib or Seaborn
Asynchronous Programming โฐ๐
โข Learn threading, multiprocessing, and async/await
Version Control & Deployment ๐๐
โข Master Git basics and collaborative workflows
โข Explore deployment strategies and CI/CD practices
Project Building & Community ๐๏ธ๐
โข Build projects, contribute to open-source, and join communities
React โค๏ธ for more roadmaps
File Handling & Exceptions ๐๐จ
โข Read/write files (text, CSV, JSON)
โข Use try/except/finally for error handling
Modules & Environments ๐ฆ๐
โข Organize code with modules and packages
โข Manage dependencies with pip and virtual environments
Advanced Concepts ๐ฅ๐
โข Work with decorators, generators, and context managers
Testing & Debugging ๐โ
โข Write tests using unittest or pytest
โข Utilize debugging tools and linters
APIs & Web Development ๐๐
โข Interact with RESTful APIs
โข Start with frameworks like Flask or Django
Data Analysis & Visualization ๐๐จ
โข Use NumPy and Pandas for data handling
โข Visualize with Matplotlib or Seaborn
Asynchronous Programming โฐ๐
โข Learn threading, multiprocessing, and async/await
Version Control & Deployment ๐๐
โข Master Git basics and collaborative workflows
โข Explore deployment strategies and CI/CD practices
Project Building & Community ๐๏ธ๐
โข Build projects, contribute to open-source, and join communities
React โค๏ธ for more roadmaps
*Free Resources to Learn Each Tech Stack* ๐ง โจ
No excuses. Everything you need is free!
1. Frontend Development
โฏ freeCodeCamp.org โ HTML, CSS, JS
โฏ MDN Web Docs โ Best docs for web tech
โฏ Frontend Mentor โ Real-world challenges
โฏ CSS Tricks โ CSS deep dives
โฏ YouTube: Kevin Powell, Web Dev Simplified
โ
2. Backend Development
โฏ Node.js Docs
โฏ Django Girls Tutorial
โฏ The Odin Project โ Full Stack
โฏ Spring Boot Guides
โฏ YouTube: Amigoscode, CodeWithHarry (Hindi), Tech With Tim
โ
3. Full-Stack Development
โฏ Full Stack Open โ React + Node
โฏ The Odin Project
โฏ CS50 Web โ Harvardโs free course
โฏ YouTube: Traversy Media, Clever Programmer, JavaScript Mastery
โ
4. Data Analytics
โฏ Kaggle Learn โ Python, SQL, Viz
โฏ Maven Analytics โ Free Power BI/Tableau projects
โฏ Google Data Analytics Course
โฏ W3Schools SQL
โฏ YouTube: Luke Barousse, Alex The Analyst
โ
5. Machine Learning
โฏ Googleโs ML Crash Course
โฏ fast.ai โ Deep learning made easy
โฏ Kaggle Courses โ End-to-end ML
โฏ Coursera โ Andrew Ng
โฏ YouTube: StatQuest, Krish Naik, Codebasics
โ
6. DevOps
โฏ KodeKloud โ Docker, K8s, Ansible
โฏ Learn Git Branching
โฏ Katacoda โ Interactive Linux & DevOps
โฏ Roadmap.sh โ What to learn
โฏ YouTube: TechWorld with Nana, Nana Janashia
No excuses. Everything you need is free!
1. Frontend Development
โฏ freeCodeCamp.org โ HTML, CSS, JS
โฏ MDN Web Docs โ Best docs for web tech
โฏ Frontend Mentor โ Real-world challenges
โฏ CSS Tricks โ CSS deep dives
โฏ YouTube: Kevin Powell, Web Dev Simplified
โ
2. Backend Development
โฏ Node.js Docs
โฏ Django Girls Tutorial
โฏ The Odin Project โ Full Stack
โฏ Spring Boot Guides
โฏ YouTube: Amigoscode, CodeWithHarry (Hindi), Tech With Tim
โ
3. Full-Stack Development
โฏ Full Stack Open โ React + Node
โฏ The Odin Project
โฏ CS50 Web โ Harvardโs free course
โฏ YouTube: Traversy Media, Clever Programmer, JavaScript Mastery
โ
4. Data Analytics
โฏ Kaggle Learn โ Python, SQL, Viz
โฏ Maven Analytics โ Free Power BI/Tableau projects
โฏ Google Data Analytics Course
โฏ W3Schools SQL
โฏ YouTube: Luke Barousse, Alex The Analyst
โ
5. Machine Learning
โฏ Googleโs ML Crash Course
โฏ fast.ai โ Deep learning made easy
โฏ Kaggle Courses โ End-to-end ML
โฏ Coursera โ Andrew Ng
โฏ YouTube: StatQuest, Krish Naik, Codebasics
โ
6. DevOps
โฏ KodeKloud โ Docker, K8s, Ansible
โฏ Learn Git Branching
โฏ Katacoda โ Interactive Linux & DevOps
โฏ Roadmap.sh โ What to learn
โฏ YouTube: TechWorld with Nana, Nana Janashia
โค1
๐จ Software Engineer Intern (Android), Paytm
Direct Apply Link : https://jobs.lever.co/paytm/4ee61c5b-356a-4bee-938c-a4e8070cdf89
Direct Apply Link : https://jobs.lever.co/paytm/4ee61c5b-356a-4bee-938c-a4e8070cdf89
100+ Practice Questions
โ C/C++
โ Python
โ JavaScript
โ Java
โ C#
โ Golang
โ Simple Numbers
โ Find a digit at a specific place in a number
โ Find count of digits in a number
โ Find the largest digit
โ Find the 2nd largest digit
โ Find the kth largest digit
โ Find the smallest digit
โ Find the 2nd smallest digit
โ Find the kth smallest digit
โ Find generic root (sum of all digits) of a number
โ Reverse the digits in a number
โโ Rotate the digits in a number
โโ Is the number a palindrome?
โโ Find sum of 'n' numbers
โโ Check if a number is perfect square
โโ Find a number in an AP sequence
โโ Find a number in a GP sequence
โโ Find a number in fibonacci sequence
โโ Check number divisibility by 2, 3, 5, 9
โโ Check if a number is primary or not
20. Given a number, print all primes smaller than it
โโ Check if a number is circular prime or not
โโ Find all prime factors of a number
โโ Find the GCD of 2 numbers
โโ Find the LCM of 2 numbers
โโ Find the factorial of a number
โโ Find the exponentiation of a number
โ Unit Conversion
โ Number Base (Binary, Octal, Hexadecimal, Decimal)
โ Weight (gram, kg, pound)
โ Height (cm, m, inch, feet)
โ Temperature (centigrade, fahrenhite)
โ Distance (km, mile)
โ Area (mยฒ, kmยฒ, acre)
โ Volume (ltr, gallon)
โ Time (sec, min, hour)
โ Currency
โ Calculator
โ Loan EMI Calculator
โ Fixed Deposit Returns Calculator
โ Interest Calculator
โ BMI Calculator
โ Item Price (considering tax, discount, shipping)
โ Tip Calculator
โ Geometry
โ Find distance between 2 points
โ Given 2 sides of a right angle triangle, find the 3rd
โ Find 3rd angle of a triangle when 2 are given
โ Area of a triangle when 3 sides are given
โ Area of a right angle triangle
โ Perimeter of a Square
โ Area of a Square
โ Perimeter of a Rectangle
โ Area of a Rectangle
โ Circumference of a Circle
โโ Area of a Circle
โโ Circumference of a Semi-Circle
โโ Area of a Semi-Circle
โโ Area of a Ring
โโ Circumference of an Ellipse
โโ Area of an Ellipse
โโ Suface Area of a Sphere
โโ Volume of a Sphere
โโ Surface Area of a Hemisphere
20. Volume of a Hemisphere
โโ Surface area of a Cube
โโ Volume of a Cube
โโ Surface area of a Cylinder
โโ Volume of a Cylinder
โ Vector
โ Find Scalar Multiplication of a vector
โ Find addition/subtraction of vectors
โ Find magnitude of a vector
โ Find an unit vector along a given vector
โ Find dot product of 2 vectors
โ Find cross product of 2 vectors
โ Check if 2 vectors are orthogonal
โ Matrix
โ Find the determinant of a matrix
โ Find Scalar Multiplication of a matrix
โ Find addition/subtraction of matrices
โ Find the transpose of a matrix
โ Find if 2 matrices are orthogonal
โ Find inverse of a 2x2 and 3x3 matrix
โ Set
โ Find Union of 2 sets
โ Find Intersection of 2 sets
โ Find the Difference of 2 sets
โ Find the Symmetric Difference of 2 sets
โ Find if a set is subset/superset of another set
โ Find if 2 sets are disjoints
โ Special Numbers
โ Strong Number
โ Perfect Number
โ Armstrong Number
โ Harshad Number
โ Kaprekar Number
โ Lychrel Number
โ Narcissistic Decimal Number
โ Lucus Number
โ Catalan Number
โ Duck Number
โโ Ugly Number
โโ Abundant Number
โโ Deficient Number
โโ Automorphic Number
โโ Magic Number
โโ Friendly Pair Numbers
โโ Neon Number
โโ Spy Number
โโ Happy Number
20. Sunny Number
โโ Disarium Number
โโ Pronic Number
โโ Trimorphic Number
โโ Evil Number
โโ Amicable Pairs
โ C/C++
โ Python
โ JavaScript
โ Java
โ C#
โ Golang
โ Simple Numbers
โ Find a digit at a specific place in a number
โ Find count of digits in a number
โ Find the largest digit
โ Find the 2nd largest digit
โ Find the kth largest digit
โ Find the smallest digit
โ Find the 2nd smallest digit
โ Find the kth smallest digit
โ Find generic root (sum of all digits) of a number
โ Reverse the digits in a number
โโ Rotate the digits in a number
โโ Is the number a palindrome?
โโ Find sum of 'n' numbers
โโ Check if a number is perfect square
โโ Find a number in an AP sequence
โโ Find a number in a GP sequence
โโ Find a number in fibonacci sequence
โโ Check number divisibility by 2, 3, 5, 9
โโ Check if a number is primary or not
20. Given a number, print all primes smaller than it
โโ Check if a number is circular prime or not
โโ Find all prime factors of a number
โโ Find the GCD of 2 numbers
โโ Find the LCM of 2 numbers
โโ Find the factorial of a number
โโ Find the exponentiation of a number
โ Unit Conversion
โ Number Base (Binary, Octal, Hexadecimal, Decimal)
โ Weight (gram, kg, pound)
โ Height (cm, m, inch, feet)
โ Temperature (centigrade, fahrenhite)
โ Distance (km, mile)
โ Area (mยฒ, kmยฒ, acre)
โ Volume (ltr, gallon)
โ Time (sec, min, hour)
โ Currency
โ Calculator
โ Loan EMI Calculator
โ Fixed Deposit Returns Calculator
โ Interest Calculator
โ BMI Calculator
โ Item Price (considering tax, discount, shipping)
โ Tip Calculator
โ Geometry
โ Find distance between 2 points
โ Given 2 sides of a right angle triangle, find the 3rd
โ Find 3rd angle of a triangle when 2 are given
โ Area of a triangle when 3 sides are given
โ Area of a right angle triangle
โ Perimeter of a Square
โ Area of a Square
โ Perimeter of a Rectangle
โ Area of a Rectangle
โ Circumference of a Circle
โโ Area of a Circle
โโ Circumference of a Semi-Circle
โโ Area of a Semi-Circle
โโ Area of a Ring
โโ Circumference of an Ellipse
โโ Area of an Ellipse
โโ Suface Area of a Sphere
โโ Volume of a Sphere
โโ Surface Area of a Hemisphere
20. Volume of a Hemisphere
โโ Surface area of a Cube
โโ Volume of a Cube
โโ Surface area of a Cylinder
โโ Volume of a Cylinder
โ Vector
โ Find Scalar Multiplication of a vector
โ Find addition/subtraction of vectors
โ Find magnitude of a vector
โ Find an unit vector along a given vector
โ Find dot product of 2 vectors
โ Find cross product of 2 vectors
โ Check if 2 vectors are orthogonal
โ Matrix
โ Find the determinant of a matrix
โ Find Scalar Multiplication of a matrix
โ Find addition/subtraction of matrices
โ Find the transpose of a matrix
โ Find if 2 matrices are orthogonal
โ Find inverse of a 2x2 and 3x3 matrix
โ Set
โ Find Union of 2 sets
โ Find Intersection of 2 sets
โ Find the Difference of 2 sets
โ Find the Symmetric Difference of 2 sets
โ Find if a set is subset/superset of another set
โ Find if 2 sets are disjoints
โ Special Numbers
โ Strong Number
โ Perfect Number
โ Armstrong Number
โ Harshad Number
โ Kaprekar Number
โ Lychrel Number
โ Narcissistic Decimal Number
โ Lucus Number
โ Catalan Number
โ Duck Number
โโ Ugly Number
โโ Abundant Number
โโ Deficient Number
โโ Automorphic Number
โโ Magic Number
โโ Friendly Pair Numbers
โโ Neon Number
โโ Spy Number
โโ Happy Number
20. Sunny Number
โโ Disarium Number
โโ Pronic Number
โโ Trimorphic Number
โโ Evil Number
โโ Amicable Pairs
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