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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.)

Like for the detailed explanation โค๏ธ

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๐Ÿ”ฐ R Programming Roadmap for Beginners 2025
โ”œโ”€โ”€ ๐Ÿง  What is R? Why Use It in Data Science?
โ”œโ”€โ”€ ๐Ÿ–ฅ๏ธ Installing R & RStudio
โ”œโ”€โ”€ ๐Ÿ”ค Data Types & Variables in R
โ”œโ”€โ”€ ๐Ÿ”„ Control Structures (if, else, loops)
โ”œโ”€โ”€ ๐Ÿงฎ Functions in R
โ”œโ”€โ”€ ๐Ÿ“Š Data Frames, Lists, Vectors, Matrices
โ”œโ”€โ”€ ๐Ÿ“‚ Reading Data (CSV, Excel, Web)
โ”œโ”€โ”€ ๐Ÿงน Data Cleaning with dplyr
โ”œโ”€โ”€ ๐Ÿ“ˆ Data Visualization with ggplot2
โ”œโ”€โ”€ ๐Ÿง  Basic Statistics in R
โ”œโ”€โ”€ ๐Ÿ“ฆ Working with Tidyverse
โ”œโ”€โ”€ ๐Ÿ” Writing Custom Functions & Scripts
โ”œโ”€โ”€ โš™๏ธ R Markdown & Report Generation
โ”œโ”€โ”€ ๐Ÿงช R Projects:
โ”‚ โ”œโ”€โ”€ Covid-19 Data Tracker
โ”‚ โ”œโ”€โ”€ Movie Ratings Visualizer
โ”‚ โ”œโ”€โ”€ Sales Dashboard using shiny

#Programming
โค1๐Ÿ‘1
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.)

Like for the detailed explanation โค๏ธ

#c #programming
โค3
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.)

Like for the detailed explanation โค๏ธ

#c #programming
โค5
Top 5 Projects to Build in Each Tech Role ๐Ÿ’ก

๐Ÿ“ Hands-on projects that actually boost your resume!

1. Frontend Developer
โฏ Personal Portfolio Website
โฏ Weather App using APIs
โฏ Responsive Blog Page
โฏ E-commerce Product Page
โฏ Quiz App with Timer

2. Backend Developer
โฏ REST API for a To-Do App
โฏ URL Shortener Service
โฏ Authentication System (JWT/OAuth)
โฏ File Upload System
โฏ Chat Server using WebSockets

3. Full-Stack Developer
โฏ Blogging Platform (MERN or Django+React)
โฏ E-commerce Store
โฏ Expense Tracker with Charts
โฏ Job Board with Authentication
โฏ Social Media Dashboard

4. Data Analyst
โฏ Sales Dashboard (Power BI/Tableau)
โฏ COVID-19 Data Analysis with Python
โฏ Customer Churn Prediction
โฏ Excel Dashboard (Pivot, Slicer)
โฏ SQL Case Study (Joins + Aggregates)

5. Machine Learning Engineer
โฏ House Price Prediction (Regression)
โฏ Iris Flower Classification
โฏ Sentiment Analysis on Tweets
โฏ Image Classification (CNN)
โฏ Movie Recommendation System

6. DevOps Engineer
โฏ CI/CD Pipeline with GitHub Actions
โฏ Dockerize a Web App
โฏ Deploy App on AWS/GCP
โฏ Kubernetes Cluster Setup
โฏ Monitor App with Prometheus + Grafana

React with โค๏ธ if you found this helpful!

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