Web Development Roadmap with FREE resources ๐
1. HTML and CSS https://youtu.be/mU6anWqZJcc
2. CSS
https://css-tricks.com
3. Git & GitHub
https://udemy.com/course/git-started-with-github/
4. Tailwind CSS
https://scrimba.com/learn/tailwind
5. JavaScript
https://javascript30.com
6. ReactJS
https://scrimba.com/learn/learnreact
7. NodeJS
https://nodejsera.com/30-days-of-node.html
8. Database:
โจMySQL https://mysql.com
โจMongoDB https://mongodb.com
Other FREE RESOURCES
https://t.iss.one/free4unow_backup/554
Don't forget to build projects at each stage
ENJOY LEARNING ๐๐
1. HTML and CSS https://youtu.be/mU6anWqZJcc
2. CSS
https://css-tricks.com
3. Git & GitHub
https://udemy.com/course/git-started-with-github/
4. Tailwind CSS
https://scrimba.com/learn/tailwind
5. JavaScript
https://javascript30.com
6. ReactJS
https://scrimba.com/learn/learnreact
7. NodeJS
https://nodejsera.com/30-days-of-node.html
8. Database:
โจMySQL https://mysql.com
โจMongoDB https://mongodb.com
Other FREE RESOURCES
https://t.iss.one/free4unow_backup/554
Don't forget to build projects at each stage
ENJOY LEARNING ๐๐
โค5
5 Steps to Learn Front-End Development๐
Step 1: Basics
โ Internet
โ HTTP
โ Browser
โ Domain & Hosting
Step 2: HTML
โ Basic Tags
โ Semantic HTML
โ Forms & Table
Step 3: CSS
โ Basics
โ CSS Selectors
โ Creating Layouts
โ Flexbox
โ Grid
โ Position - Relative & Absolute
โ Box Model
โ Responsive Web Design
Step 3: JavaScript
โ Basics Syntax
โ Loops
โ Functions
โ Data Types & Object
โ DOM selectors
โ DOM Manipulation
โ JS Module - Export & Import
โ Spread & Rest Operator
โ Asynchronous JavaScript
โ Fetching API
โ Event Loop
โ Prototype
โ ES6 Features
Step 4: Git and GitHub
โ Basics
โ Fork
โ Repository
โ Pull Repo
โ Push Repo
โ Locally Work With Git
Step 5: React
โ Components & JSX
โ List & Keys
โ Props & State
โ Events
โ useState Hook
โ CSS Module
โ React Router
โ Tailwind CSS
Now apply for the job. All the best ๐
Step 1: Basics
โ Internet
โ HTTP
โ Browser
โ Domain & Hosting
Step 2: HTML
โ Basic Tags
โ Semantic HTML
โ Forms & Table
Step 3: CSS
โ Basics
โ CSS Selectors
โ Creating Layouts
โ Flexbox
โ Grid
โ Position - Relative & Absolute
โ Box Model
โ Responsive Web Design
Step 3: JavaScript
โ Basics Syntax
โ Loops
โ Functions
โ Data Types & Object
โ DOM selectors
โ DOM Manipulation
โ JS Module - Export & Import
โ Spread & Rest Operator
โ Asynchronous JavaScript
โ Fetching API
โ Event Loop
โ Prototype
โ ES6 Features
Step 4: Git and GitHub
โ Basics
โ Fork
โ Repository
โ Pull Repo
โ Push Repo
โ Locally Work With Git
Step 5: React
โ Components & JSX
โ List & Keys
โ Props & State
โ Events
โ useState Hook
โ CSS Module
โ React Router
โ Tailwind CSS
Now apply for the job. All the best ๐
โค11
MERN Stack Developer Roadmap 2025:
Steps:
1: ๐ Master Web Basic
2: ๐ฅ๏ธ HTML/CSS
3: โจ Deep Dive JavaScript
4: ๐๏ธ Version Control
5: ๐ Node.js
6: ๐๏ธ Express.js
7: ๐ฆ NPM
8: ๐ MongoDB
9: ๐ React.js
10: ๐ JWT
11: ๐ App Deployment
12: ๐ณ Docker Basics
13: โ๏ธ Explore Cloud Services
14: ๐ CI/CD with GitHub Actions
15: ๐งช Testing with Jest
16: ๐ API Documentation
17: ๐ข Build Portfolio
18: ๐ผ Resume Create
19: ๐ Interview Preparation
Step 20: ๐ Hunt Job
START Your MERN Journey
Free Mernstack Resources For Web Developers: https://whatsapp.com/channel/0029Vaxox5i5fM5givkwsH0A
ENJOY LEARNING ๐๐
Steps:
1: ๐ Master Web Basic
2: ๐ฅ๏ธ HTML/CSS
3: โจ Deep Dive JavaScript
4: ๐๏ธ Version Control
5: ๐ Node.js
6: ๐๏ธ Express.js
7: ๐ฆ NPM
8: ๐ MongoDB
9: ๐ React.js
10: ๐ JWT
11: ๐ App Deployment
12: ๐ณ Docker Basics
13: โ๏ธ Explore Cloud Services
14: ๐ CI/CD with GitHub Actions
15: ๐งช Testing with Jest
16: ๐ API Documentation
17: ๐ข Build Portfolio
18: ๐ผ Resume Create
19: ๐ Interview Preparation
Step 20: ๐ Hunt Job
START Your MERN Journey
Free Mernstack Resources For Web Developers: https://whatsapp.com/channel/0029Vaxox5i5fM5givkwsH0A
ENJOY LEARNING ๐๐
โค8
If you want to Excel at Web Development and build stunning websites, master these essential skills:
Frontend:
โข HTML, CSS, JavaScript โ Core web technologies
โข Flexbox & Grid โ Master modern CSS layouts
โข Responsive Design โ Make websites mobile-friendly
โข JavaScript ES6+ โ Arrow functions, Promises, Async/Await
โข React, Vue, or Angular โ Modern frontend frameworks
โข APIs & Fetch/Axios โ Connect frontend with backend
โข State Management โ Redux, Vuex, or Context API
Backend:
โข Node.js & Express.js โ Build powerful server-side applications
โข Databases โ MySQL, PostgreSQL, MongoDB (NoSQL)
โข RESTful APIs & GraphQL โ Handle data efficiently
โข Authentication โ JWT, OAuth, and session management
โข WebSockets โ Real-time applications
DevOps & Deployment:
โข Version Control โ Git & GitHub
โข CI/CD Pipelines โ Automate deployments
โข Cloud Hosting โ AWS, Firebase, Vercel, Netlify
โข Docker & Kubernetes โ Scalable applications
Like it if you need a complete tutorial on all these topics! ๐โค๏ธ
Frontend:
โข HTML, CSS, JavaScript โ Core web technologies
โข Flexbox & Grid โ Master modern CSS layouts
โข Responsive Design โ Make websites mobile-friendly
โข JavaScript ES6+ โ Arrow functions, Promises, Async/Await
โข React, Vue, or Angular โ Modern frontend frameworks
โข APIs & Fetch/Axios โ Connect frontend with backend
โข State Management โ Redux, Vuex, or Context API
Backend:
โข Node.js & Express.js โ Build powerful server-side applications
โข Databases โ MySQL, PostgreSQL, MongoDB (NoSQL)
โข RESTful APIs & GraphQL โ Handle data efficiently
โข Authentication โ JWT, OAuth, and session management
โข WebSockets โ Real-time applications
DevOps & Deployment:
โข Version Control โ Git & GitHub
โข CI/CD Pipelines โ Automate deployments
โข Cloud Hosting โ AWS, Firebase, Vercel, Netlify
โข Docker & Kubernetes โ Scalable applications
Like it if you need a complete tutorial on all these topics! ๐โค๏ธ
โค15
๐ Web development project ideas for beginners
Personal Portfolio Website: Create a website showcasing your skills, projects, and resume. This will help you practice HTML, CSS, and potentially some JavaScript for interactivity.
To-Do List App: Build a simple to-do list application using HTML, CSS, and JavaScript. You can gradually enhance it by adding features like task priority, due dates, and local storage.
Blog Platform: Create a basic blog platform where users can create, edit, and delete posts. This will give you experience with user authentication, databases, and CRUD operations.
E-commerce Website: Design a mock e-commerce site to learn about product listings, shopping carts, and checkout processes. This project will introduce you to handling user input and creating dynamic content.
Weather App: Develop a weather app that fetches data from a weather API and displays current conditions and forecasts. This project will involve API integration and working with JSON data.
Recipe Sharing Site: Build a platform where users can share and browse recipes. You can implement search functionality and user authentication to enhance the project.
Social Media Dashboard: Create a simplified social media dashboard that displays metrics like followers, likes, and comments. This project will help you practice data visualization and working with APIs.
Online Quiz App: Develop an online quiz application that lets users take quizzes on various topics. You can include features like multiple-choice questions, timers, and score tracking.
Personal Blog: Start your own blog by developing a content management system (CMS) where you can create, edit, and publish articles. This will give you hands-on experience with database management.
Event Countdown Timer: Build a countdown timer for upcoming events. You can make it interactive by allowing users to set their own event names and dates.
Remember, the key is to start small and gradually add complexity to your projects as you become more comfortable with different technologies concepts. These projects will not only showcase your skills to potential employers but also help you learn and grow as a web developer.
Free Resources to learn web development https://t.iss.one/free4unow_backup/554
ENJOY LEARNING ๐๐
Personal Portfolio Website: Create a website showcasing your skills, projects, and resume. This will help you practice HTML, CSS, and potentially some JavaScript for interactivity.
To-Do List App: Build a simple to-do list application using HTML, CSS, and JavaScript. You can gradually enhance it by adding features like task priority, due dates, and local storage.
Blog Platform: Create a basic blog platform where users can create, edit, and delete posts. This will give you experience with user authentication, databases, and CRUD operations.
E-commerce Website: Design a mock e-commerce site to learn about product listings, shopping carts, and checkout processes. This project will introduce you to handling user input and creating dynamic content.
Weather App: Develop a weather app that fetches data from a weather API and displays current conditions and forecasts. This project will involve API integration and working with JSON data.
Recipe Sharing Site: Build a platform where users can share and browse recipes. You can implement search functionality and user authentication to enhance the project.
Social Media Dashboard: Create a simplified social media dashboard that displays metrics like followers, likes, and comments. This project will help you practice data visualization and working with APIs.
Online Quiz App: Develop an online quiz application that lets users take quizzes on various topics. You can include features like multiple-choice questions, timers, and score tracking.
Personal Blog: Start your own blog by developing a content management system (CMS) where you can create, edit, and publish articles. This will give you hands-on experience with database management.
Event Countdown Timer: Build a countdown timer for upcoming events. You can make it interactive by allowing users to set their own event names and dates.
Remember, the key is to start small and gradually add complexity to your projects as you become more comfortable with different technologies concepts. These projects will not only showcase your skills to potential employers but also help you learn and grow as a web developer.
Free Resources to learn web development https://t.iss.one/free4unow_backup/554
ENJOY LEARNING ๐๐
โค8
Web Development Mastery: From Basics to Advanced ๐
Start with the fundamentals:
- HTML
- CSS
- JavaScript
- Responsive Design
- Basic DOM Manipulation
- Git and Version Control
You can grasp these essentials in just a week.
Once you're comfortable, dive into intermediate topics:
- AJAX
- APIs
- Frameworks like React, Angular, or Vue
- Front-end Build Tools (Webpack, Babel)
- Back-end basics with Node.js, Express, or Django
Take another week to solidify these skills.
Ready for the advanced level? Explore:
- Authentication and Authorization
- RESTful APIs
- GraphQL
- WebSockets
- Docker and Containerization
- Testing (Unit, Integration, E2E)
These advanced concepts can be mastered in a couple of weeks.
Remember, mastery comes with practice:
- Create a simple web project
- Tackle an intermediate-level project
- Challenge yourself with an advanced project involving complex features
Consistent practice is the key to becoming a web development pro.
Best platforms to learn:
- FreeCodeCamp
- Web Development Free Courses
- Web Development Roadmap
- Projects
- Bootcamp
Share your progress and learnings with others in the community. Enjoy the journey! ๐ฉโ๐ป๐จโ๐ป
Join @free4unow_backup for more free resources.
Like this post if it helps ๐โค๏ธ
ENJOY LEARNING ๐๐
Start with the fundamentals:
- HTML
- CSS
- JavaScript
- Responsive Design
- Basic DOM Manipulation
- Git and Version Control
You can grasp these essentials in just a week.
Once you're comfortable, dive into intermediate topics:
- AJAX
- APIs
- Frameworks like React, Angular, or Vue
- Front-end Build Tools (Webpack, Babel)
- Back-end basics with Node.js, Express, or Django
Take another week to solidify these skills.
Ready for the advanced level? Explore:
- Authentication and Authorization
- RESTful APIs
- GraphQL
- WebSockets
- Docker and Containerization
- Testing (Unit, Integration, E2E)
These advanced concepts can be mastered in a couple of weeks.
Remember, mastery comes with practice:
- Create a simple web project
- Tackle an intermediate-level project
- Challenge yourself with an advanced project involving complex features
Consistent practice is the key to becoming a web development pro.
Best platforms to learn:
- FreeCodeCamp
- Web Development Free Courses
- Web Development Roadmap
- Projects
- Bootcamp
Share your progress and learnings with others in the community. Enjoy the journey! ๐ฉโ๐ป๐จโ๐ป
Join @free4unow_backup for more free resources.
Like this post if it helps ๐โค๏ธ
ENJOY LEARNING ๐๐
โค7
๐ฐ Node.js + Express Roadmap for Beginners 2025
โโโ โ๏ธ What is Node.js? Event-Driven & Non-Blocking I/O
โโโ ๐ฆ NPM Modules & Package.json
โโโ ๐งฑ Core Modules (fs, path, http)
โโโ ๐ Setting Up Express Server
โโโ ๐ RESTful APIs with Express (GET, POST, PUT, DELETE)
โโโ ๐งช Mini Project: Simple Notes API
โโโ ๐ฆ Middleware & Error Handling
โโโ ๐ Basic Authentication (JWT, Bcrypt)
โโโ ๐งช Mini Project: Login/Signup API with JWT
โโโ ๐ Connecting to MongoDB using Mongoose
โโโ ๐ MVC Pattern in Backend
โโโ ๐งช Mini Project: Blog API with CRUD Operations
โโโ โ Bonus: CORS, Rate Limiting, Deployment on Render
#nodejs
โโโ โ๏ธ What is Node.js? Event-Driven & Non-Blocking I/O
โโโ ๐ฆ NPM Modules & Package.json
โโโ ๐งฑ Core Modules (fs, path, http)
โโโ ๐ Setting Up Express Server
โโโ ๐ RESTful APIs with Express (GET, POST, PUT, DELETE)
โโโ ๐งช Mini Project: Simple Notes API
โโโ ๐ฆ Middleware & Error Handling
โโโ ๐ Basic Authentication (JWT, Bcrypt)
โโโ ๐งช Mini Project: Login/Signup API with JWT
โโโ ๐ Connecting to MongoDB using Mongoose
โโโ ๐ MVC Pattern in Backend
โโโ ๐งช Mini Project: Blog API with CRUD Operations
โโโ โ Bonus: CORS, Rate Limiting, Deployment on Render
#nodejs
โค10
If you want to Excel at Web Development and build stunning websites, master these essential skills:
Frontend:
โข HTML, CSS, JavaScript โ Core web technologies
โข Flexbox & Grid โ Master modern CSS layouts
โข Responsive Design โ Make websites mobile-friendly
โข JavaScript ES6+ โ Arrow functions, Promises, Async/Await
โข React, Vue, or Angular โ Modern frontend frameworks
โข APIs & Fetch/Axios โ Connect frontend with backend
โข State Management โ Redux, Vuex, or Context API
Backend:
โข Node.js & Express.js โ Build powerful server-side applications
โข Databases โ MySQL, PostgreSQL, MongoDB (NoSQL)
โข RESTful APIs & GraphQL โ Handle data efficiently
โข Authentication โ JWT, OAuth, and session management
โข WebSockets โ Real-time applications
DevOps & Deployment:
โข Version Control โ Git & GitHub
โข CI/CD Pipelines โ Automate deployments
โข Cloud Hosting โ AWS, Firebase, Vercel, Netlify
โข Docker & Kubernetes โ Scalable applications
Like it if you need a complete tutorial on all these topics! ๐โค๏ธ
Frontend:
โข HTML, CSS, JavaScript โ Core web technologies
โข Flexbox & Grid โ Master modern CSS layouts
โข Responsive Design โ Make websites mobile-friendly
โข JavaScript ES6+ โ Arrow functions, Promises, Async/Await
โข React, Vue, or Angular โ Modern frontend frameworks
โข APIs & Fetch/Axios โ Connect frontend with backend
โข State Management โ Redux, Vuex, or Context API
Backend:
โข Node.js & Express.js โ Build powerful server-side applications
โข Databases โ MySQL, PostgreSQL, MongoDB (NoSQL)
โข RESTful APIs & GraphQL โ Handle data efficiently
โข Authentication โ JWT, OAuth, and session management
โข WebSockets โ Real-time applications
DevOps & Deployment:
โข Version Control โ Git & GitHub
โข CI/CD Pipelines โ Automate deployments
โข Cloud Hosting โ AWS, Firebase, Vercel, Netlify
โข Docker & Kubernetes โ Scalable applications
Like it if you need a complete tutorial on all these topics! ๐โค๏ธ
โค11
JavaScript for Everything:
JavaScript + React = Web Development
JavaScript + Three.js = 3D Visualization
JavaScript + Angular = Web Applications
JavaScript + Phaser = Game Development
JavaScript + Vue.js = Progressive Web Apps
JavaScript + TensorFlow.js = Machine Learning
JavaScript + Node.js = Server-Side Development
JavaScript + Electron = DesktopApp Development
JavaScript + React Native = MobileApp Development
JavaScript + D3.js = Data Manipulation&Visualisation.
Free Resources: https://whatsapp.com/channel/0029VavR9OxLtOjJTXrZNi32
JavaScript + React = Web Development
JavaScript + Three.js = 3D Visualization
JavaScript + Angular = Web Applications
JavaScript + Phaser = Game Development
JavaScript + Vue.js = Progressive Web Apps
JavaScript + TensorFlow.js = Machine Learning
JavaScript + Node.js = Server-Side Development
JavaScript + Electron = DesktopApp Development
JavaScript + React Native = MobileApp Development
JavaScript + D3.js = Data Manipulation&Visualisation.
Free Resources: https://whatsapp.com/channel/0029VavR9OxLtOjJTXrZNi32
โค4
Don't Confuse to learn Python.
Learn This Concept to be proficient in Python.
๐๐ฎ๐๐ถ๐ฐ๐ ๐ผ๐ณ ๐ฃ๐๐๐ต๐ผ๐ป:
- Python Syntax
- Data Types
- Variables
- Operators
- Control Structures:
if-elif-else
Loops
Break and Continue
try-except block
- Functions
- Modules and Packages
๐ข๐ฏ๐ท๐ฒ๐ฐ๐-๐ข๐ฟ๐ถ๐ฒ๐ป๐๐ฒ๐ฑ ๐ฃ๐ฟ๐ผ๐ด๐ฟ๐ฎ๐บ๐บ๐ถ๐ป๐ด ๐ถ๐ป ๐ฃ๐๐๐ต๐ผ๐ป:
- Classes and Objects
- Inheritance
- Polymorphism
- Encapsulation
- Abstraction
๐ฃ๐๐๐ต๐ผ๐ป ๐๐ถ๐ฏ๐ฟ๐ฎ๐ฟ๐ถ๐ฒ๐:
- Pandas
- Numpy
๐ฃ๐ฎ๐ป๐ฑ๐ฎ๐:
- What is Pandas?
- Installing Pandas
- Importing Pandas
- Pandas Data Structures (Series, DataFrame, Index)
๐ช๐ผ๐ฟ๐ธ๐ถ๐ป๐ด ๐๐ถ๐๐ต ๐๐ฎ๐๐ฎ๐๐ฟ๐ฎ๐บ๐ฒ๐:
- Creating DataFrames
- Accessing Data in DataFrames
- Filtering and Selecting Data
- Adding and Removing Columns
- Merging and Joining DataFrames
- Grouping and Aggregating Data
- Pivot Tables
๐๐ฎ๐๐ฎ ๐๐น๐ฒ๐ฎ๐ป๐ถ๐ป๐ด ๐ฎ๐ป๐ฑ ๐ฃ๐ฟ๐ฒ๐ฝ๐ฎ๐ฟ๐ฎ๐๐ถ๐ผ๐ป:
- Handling Missing Values
- Handling Duplicates
- Data Formatting
- Data Transformation
- Data Normalization
๐๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐ง๐ผ๐ฝ๐ถ๐ฐ๐:
- Handling Large Datasets with Dask
- Handling Categorical Data with Pandas
- Handling Text Data with Pandas
- Using Pandas with Scikit-learn
- Performance Optimization with Pandas
๐๐ฎ๐๐ฎ ๐ฆ๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ๐ ๐ถ๐ป ๐ฃ๐๐๐ต๐ผ๐ป:
- Lists
- Tuples
- Dictionaries
- Sets
๐๐ถ๐น๐ฒ ๐๐ฎ๐ป๐ฑ๐น๐ถ๐ป๐ด ๐ถ๐ป ๐ฃ๐๐๐ต๐ผ๐ป:
- Reading and Writing Text Files
- Reading and Writing Binary Files
- Working with CSV Files
- Working with JSON Files
๐ก๐๐บ๐ฝ๐:
- What is NumPy?
- Installing NumPy
- Importing NumPy
- NumPy Arrays
๐ก๐๐บ๐ฃ๐ ๐๐ฟ๐ฟ๐ฎ๐ ๐ข๐ฝ๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป๐:
- Creating Arrays
- Accessing Array Elements
- Slicing and Indexing
- Reshaping Arrays
- Combining Arrays
- Splitting Arrays
- Arithmetic Operations
- Broadcasting
๐ช๐ผ๐ฟ๐ธ๐ถ๐ป๐ด ๐๐ถ๐๐ต ๐๐ฎ๐๐ฎ ๐ถ๐ป ๐ก๐๐บ๐ฃ๐:
- Reading and Writing Data with NumPy
- Filtering and Sorting Data
- Data Manipulation with NumPy
- Interpolation
- Fourier Transforms
- Window Functions
๐ฃ๐ฒ๐ฟ๐ณ๐ผ๐ฟ๐บ๐ฎ๐ป๐ฐ๐ฒ ๐ข๐ฝ๐๐ถ๐บ๐ถ๐๐ฎ๐๐ถ๐ผ๐ป ๐๐ถ๐๐ต ๐ก๐๐บ๐ฃ๐:
- Vectorization
- Memory Management
- Multithreading and Multiprocessing
- Parallel Computing
I have curated the best resources to learn Python ๐๐
https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L
Hope you'll like it
Like this post if you need more resources like this ๐โค๏ธ
#Python
Learn This Concept to be proficient in Python.
๐๐ฎ๐๐ถ๐ฐ๐ ๐ผ๐ณ ๐ฃ๐๐๐ต๐ผ๐ป:
- Python Syntax
- Data Types
- Variables
- Operators
- Control Structures:
if-elif-else
Loops
Break and Continue
try-except block
- Functions
- Modules and Packages
๐ข๐ฏ๐ท๐ฒ๐ฐ๐-๐ข๐ฟ๐ถ๐ฒ๐ป๐๐ฒ๐ฑ ๐ฃ๐ฟ๐ผ๐ด๐ฟ๐ฎ๐บ๐บ๐ถ๐ป๐ด ๐ถ๐ป ๐ฃ๐๐๐ต๐ผ๐ป:
- Classes and Objects
- Inheritance
- Polymorphism
- Encapsulation
- Abstraction
๐ฃ๐๐๐ต๐ผ๐ป ๐๐ถ๐ฏ๐ฟ๐ฎ๐ฟ๐ถ๐ฒ๐:
- Pandas
- Numpy
๐ฃ๐ฎ๐ป๐ฑ๐ฎ๐:
- What is Pandas?
- Installing Pandas
- Importing Pandas
- Pandas Data Structures (Series, DataFrame, Index)
๐ช๐ผ๐ฟ๐ธ๐ถ๐ป๐ด ๐๐ถ๐๐ต ๐๐ฎ๐๐ฎ๐๐ฟ๐ฎ๐บ๐ฒ๐:
- Creating DataFrames
- Accessing Data in DataFrames
- Filtering and Selecting Data
- Adding and Removing Columns
- Merging and Joining DataFrames
- Grouping and Aggregating Data
- Pivot Tables
๐๐ฎ๐๐ฎ ๐๐น๐ฒ๐ฎ๐ป๐ถ๐ป๐ด ๐ฎ๐ป๐ฑ ๐ฃ๐ฟ๐ฒ๐ฝ๐ฎ๐ฟ๐ฎ๐๐ถ๐ผ๐ป:
- Handling Missing Values
- Handling Duplicates
- Data Formatting
- Data Transformation
- Data Normalization
๐๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐ง๐ผ๐ฝ๐ถ๐ฐ๐:
- Handling Large Datasets with Dask
- Handling Categorical Data with Pandas
- Handling Text Data with Pandas
- Using Pandas with Scikit-learn
- Performance Optimization with Pandas
๐๐ฎ๐๐ฎ ๐ฆ๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ๐ ๐ถ๐ป ๐ฃ๐๐๐ต๐ผ๐ป:
- Lists
- Tuples
- Dictionaries
- Sets
๐๐ถ๐น๐ฒ ๐๐ฎ๐ป๐ฑ๐น๐ถ๐ป๐ด ๐ถ๐ป ๐ฃ๐๐๐ต๐ผ๐ป:
- Reading and Writing Text Files
- Reading and Writing Binary Files
- Working with CSV Files
- Working with JSON Files
๐ก๐๐บ๐ฝ๐:
- What is NumPy?
- Installing NumPy
- Importing NumPy
- NumPy Arrays
๐ก๐๐บ๐ฃ๐ ๐๐ฟ๐ฟ๐ฎ๐ ๐ข๐ฝ๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป๐:
- Creating Arrays
- Accessing Array Elements
- Slicing and Indexing
- Reshaping Arrays
- Combining Arrays
- Splitting Arrays
- Arithmetic Operations
- Broadcasting
๐ช๐ผ๐ฟ๐ธ๐ถ๐ป๐ด ๐๐ถ๐๐ต ๐๐ฎ๐๐ฎ ๐ถ๐ป ๐ก๐๐บ๐ฃ๐:
- Reading and Writing Data with NumPy
- Filtering and Sorting Data
- Data Manipulation with NumPy
- Interpolation
- Fourier Transforms
- Window Functions
๐ฃ๐ฒ๐ฟ๐ณ๐ผ๐ฟ๐บ๐ฎ๐ป๐ฐ๐ฒ ๐ข๐ฝ๐๐ถ๐บ๐ถ๐๐ฎ๐๐ถ๐ผ๐ป ๐๐ถ๐๐ต ๐ก๐๐บ๐ฃ๐:
- Vectorization
- Memory Management
- Multithreading and Multiprocessing
- Parallel Computing
I have curated the best resources to learn Python ๐๐
https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L
Hope you'll like it
Like this post if you need more resources like this ๐โค๏ธ
#Python
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Road map for Full stack Developer
1. HTML
2. CSS
3. JS
4. React Js
5. Next Js
6. Node Js
7. Express Js
8. Mongo Database
9. Python
10. C
11. C++
12. Java
Optional
13. Php
14. Laravel
1. HTML
2. CSS
3. JS
4. React Js
5. Next Js
6. Node Js
7. Express Js
8. Mongo Database
9. Python
10. C
11. C++
12. Java
Optional
13. Php
14. Laravel
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Note :-
1. MongoDB is highly versatile and supports a wide array of programming languages, including C, C++, C#, Go, Java, Node.js, PHP, Python, Ruby, Rust, Scala, and Swift, among others.
2. Python is a versatile programming language used in diverse applications, including web development, data science, machine learning, AI, automation, game development, and more, thanks to its readability, flexibility, and rich ecosystem of libraries.
3. Java is a versatile programming language used for a wide range of applications, including developing mobile apps (especially Android), desktop GUI applications, web applications, enterprise software, and even in areas like big data, embedded systems, and game development.
4. C is a versatile language used in diverse applications, including operating systems, embedded systems, game development, database systems, and compilers.
5. C is a procedural programming language, while C++ is an object-oriented programming language. C++ is a superset of C, and includes many of C's features.
1. MongoDB is highly versatile and supports a wide array of programming languages, including C, C++, C#, Go, Java, Node.js, PHP, Python, Ruby, Rust, Scala, and Swift, among others.
2. Python is a versatile programming language used in diverse applications, including web development, data science, machine learning, AI, automation, game development, and more, thanks to its readability, flexibility, and rich ecosystem of libraries.
3. Java is a versatile programming language used for a wide range of applications, including developing mobile apps (especially Android), desktop GUI applications, web applications, enterprise software, and even in areas like big data, embedded systems, and game development.
4. C is a versatile language used in diverse applications, including operating systems, embedded systems, game development, database systems, and compilers.
5. C is a procedural programming language, while C++ is an object-oriented programming language. C++ is a superset of C, and includes many of C's features.
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