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Google has released 8 𝗙π—₯π—˜π—˜ 𝗖𝗒𝗨π—₯π—¦π—˜π—¦ to master AI πŸ”₯πŸ™Œ No payments required 😎

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Java Handwritten Notes.pdf
303.8 MB
Since Java Is Top 1 Check this ⬇️
(Python and other materials will send them very soon too ‼️)

THE BIGGEST Java Handwritten Notes File Ever 😎✌️

Topics Covered in this E-Book

Chapter - 1 : Introduction to Java
Chapter - 2 : Getting Started with Java
Chapter - 3 : Control Structures
Chapter - 4 : Functions and Methods
Chapter - 5 : Object-Oriented in Java
Chapter - 6 : Collections and Generics
Chapter - 7 : Multithreading and Concurrency
Chapter - 8 : File I/O and Data Persistence
Chapter - 9 : User Interfaces with JavaFX
Chapter - 10 : Advanced Topics

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The Ultimate Data Manipulation Toolkit in Python.pdf
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🐼 Pandas: The Ultimate Data Manipulation Toolkit in Python! πŸš€πŸ“ˆ
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I Love You Code

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πŸ”° Chrome's Face Detection API!!

Used in real-time face detection for image processing, security, photo apps, or adding effects on faces in media.
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Credit Card Animation πŸ’³

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Python Roadmap 🐍

πŸ“‚ Syntax Basics
βˆŸπŸ“‚ Data Structures
β€ƒβˆŸπŸ“‚ Algorithms
β€ƒβ€ƒβˆŸπŸ“‚ OOP Concepts
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Module & Packages
β€ƒβ€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Error Handling
β€ƒβ€ƒβ€ƒβ€ƒβ€ƒβˆŸπŸ“‚ File Handling
β€ƒβ€ƒβ€ƒβ€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Networking
β€ƒβ€ƒβ€ƒβ€ƒβ€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Security
β€ƒβ€ƒβ€ƒβ€ƒβ€ƒβ€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Do Lab
         βˆŸβœ… Job

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Rating And Form πŸ“Œ

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πŸ”° Accent color in CSS

This CSS property allows you to customize the highlight color of form controls while preserving their native styling, accessibility, and interactivity

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πŸš€ Roadmap to Become a Machine Learning Engineer

πŸ“‚ Programming Basics
β€ƒβˆŸπŸ“‚ Master Python & OOP
β€ƒβ€ƒβˆŸπŸ“‚ Learn Data Structures & Algorithms
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Master Git & Version Control

πŸ“‚ Mathematics for ML
β€ƒβˆŸπŸ“‚ Linear Algebra & Calculus
β€ƒβ€ƒβˆŸπŸ“‚ Probability & Statistics
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Optimization Techniques

πŸ“‚ Data Handling & Processing
β€ƒβˆŸπŸ“‚ Work with Pandas & NumPy
β€ƒβ€ƒβˆŸπŸ“‚ Data Cleaning & Preprocessing
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Feature Engineering & Selection

πŸ“‚ Machine Learning Fundamentals
β€ƒβˆŸπŸ“‚ Understand Supervised & Unsupervised Learning
β€ƒβ€ƒβˆŸπŸ“‚ Master Scikit-Learn & ML Algorithms
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Model Training, Evaluation & Tuning

πŸ“‚ Deep Learning & Neural Networks
β€ƒβˆŸπŸ“‚ Learn TensorFlow & PyTorch
β€ƒβ€ƒβˆŸπŸ“‚ Build & Train Neural Networks
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Master CNNs, RNNs & Transformers

πŸ“‚ ML System Deployment
β€ƒβˆŸπŸ“‚ Learn Model Deployment (Flask, FastAPI)
β€ƒβ€ƒβˆŸπŸ“‚ Work with MLOps & Cloud Platforms
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Deploy Models to Production

πŸ“‚ Projects & Real-World Applications
β€ƒβˆŸπŸ“‚ Build End-to-End ML Projects
β€ƒβ€ƒβˆŸπŸ“‚ Work on Open-Source Contributions
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Showcase on GitHub & Kaggle

πŸ“‚ Interview Preparation & Job Hunting
β€ƒβˆŸπŸ“‚ Solve ML Coding Challenges
β€ƒβ€ƒβˆŸπŸ“‚ Learn System Design for ML
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Network & Apply for Jobs

βœ…οΈ Get Hired

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Login Form πŸ“Œ

πŸ‘‡Code available via the Get Code button below πŸ‘‡

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πŸš€ Roadmap to Master Python Programming πŸ”°

πŸ“‚ Python Fundamentals
β€ƒβˆŸπŸ“‚ Learn Syntax, Variables & Data Types
β€ƒβ€ƒβˆŸπŸ“‚ Master Control Flow & Functions
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Practice with Simple Projects

πŸ“‚ Intermediate Concepts
β€ƒβˆŸπŸ“‚ Object-Oriented Programming (OOP)
β€ƒβ€ƒβˆŸπŸ“‚ Work with Modules & Packages
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Understand Exception Handling & File I/O

πŸ“‚ Data Structures & Algorithms
β€ƒβˆŸπŸ“‚ Lists, Tuples, Dictionaries & Sets
β€ƒβ€ƒβˆŸπŸ“‚ Algorithms & Problem Solving
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Master Recursion & Iteration

πŸ“‚ Python Libraries & Tools
β€ƒβˆŸπŸ“‚ Get Comfortable with Pip & Virtual Environments
β€ƒβ€ƒβˆŸπŸ“‚ Learn NumPy & Pandas for Data Handling
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Explore Matplotlib & Seaborn for Visualization

πŸ“‚ Web Development with Python
β€ƒβˆŸπŸ“‚ Understand Flask & Django Frameworks
β€ƒβ€ƒβˆŸπŸ“‚ Build RESTful APIs
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Integrate Front-End & Back-End

πŸ“‚ Advanced Topics
β€ƒβˆŸπŸ“‚ Concurrency: Threads & Asyncio
β€ƒβ€ƒβˆŸπŸ“‚ Learn Testing with PyTest
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Dive into Design Patterns

πŸ“‚ Projects & Real-World Applications
β€ƒβˆŸπŸ“‚ Build Command-Line Tools & Scripts
β€ƒβ€ƒβˆŸπŸ“‚ Contribute to Open-Source
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Showcase on GitHub & Portfolio

πŸ“‚ Interview Preparation & Job Hunting
β€ƒβˆŸπŸ“‚ Solve Python Coding Challenges
β€ƒβ€ƒβˆŸπŸ“‚ Master Data Structures & Algorithms Interviews
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Network & Apply for Python Roles

βœ…οΈ Happy Coding

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πŸš€ Roadmap to Master Full-Stack Development πŸ”°

πŸ“‚ Frontend Development

β€ƒβˆŸπŸ“‚ Learn HTML, CSS & JavaScript
β€ƒβ€ƒβˆŸπŸ“‚ Master CSS Frameworks (Bootstrap, Tailwind)
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Understand JavaScript ES6+ & DOM Manipulation

πŸ“‚ Modern Frontend Frameworks
β€ƒβˆŸπŸ“‚ Learn React.js (or Vue.js, Angular)
β€ƒβ€ƒβˆŸπŸ“‚ Manage State with Redux, Context API
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Optimize Performance & SEO (SSR, CSR)

πŸ“‚ Backend Development
β€ƒβˆŸπŸ“‚ Learn Python (Flask, Django) or Node.js (Express.js)
β€ƒβ€ƒβˆŸπŸ“‚ Work with RESTful APIs & Authentication (JWT, OAuth)
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Understand Middleware & Database Integration

πŸ“‚ Databases & Storage
β€ƒβˆŸπŸ“‚ SQL (PostgreSQL, MySQL) & NoSQL (MongoDB, Firebase)
β€ƒβ€ƒβˆŸπŸ“‚ ORM & Query Optimization (SQLAlchemy, Mongoose)
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Caching & Performance Tuning (Redis, Memcached)

πŸ“‚ Version Control & Deployment
β€ƒβˆŸπŸ“‚ Master Git & GitHub for Collaboration
β€ƒβ€ƒβˆŸπŸ“‚ Learn CI/CD (GitHub Actions, Jenkins)
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Deploy on Vercel, Netlify, AWS, or DigitalOcean

πŸ“‚ Advanced Topics
β€ƒβˆŸπŸ“‚ WebSockets & Real-Time Apps (Socket.io, WebRTC)
β€ƒβ€ƒβˆŸπŸ“‚ GraphQL & API Optimization
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Microservices & Serverless Architecture

πŸ“‚ Full-Stack Projects & Portfolio
β€ƒβˆŸπŸ“‚ Build & Deploy Full-Stack Applications
β€ƒβ€ƒβˆŸπŸ“‚ Contribute to Open Source
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Showcase Work on GitHub & Portfolio

πŸ“‚ Interview Preparation & Job Hunting
β€ƒβˆŸπŸ“‚ Master Full-Stack Coding Challenges
β€ƒβ€ƒβˆŸπŸ“‚ Prepare for System Design Interviews
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Network & Apply for Full-Stack Roles

βœ… Happy Coding! πŸš€

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The Cube Code ℹ️

πŸ‘‡Code available via the Get Code button below πŸ‘‡

the_coding_wizard🀩 #Wizard_Projects
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πŸš€ Roadmap to Become a Machine Learning Engineer πŸ’»

πŸ“‚ Programming Basics
β€ƒβˆŸπŸ“‚ Master Python & OOP
β€ƒβ€ƒβˆŸπŸ“‚ Learn Data Structures & Algorithms
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Master Git & Version Control

πŸ“‚ Mathematics for ML
β€ƒβˆŸπŸ“‚ Linear Algebra & Calculus
β€ƒβ€ƒβˆŸπŸ“‚ Probability & Statistics
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Optimization Techniques

πŸ“‚ Data Handling & Processing
β€ƒβˆŸπŸ“‚ Work with Pandas & NumPy
β€ƒβ€ƒβˆŸπŸ“‚ Data Cleaning & Preprocessing
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Feature Engineering & Selection

πŸ“‚ Machine Learning Fundamentals
β€ƒβˆŸπŸ“‚ Understand Supervised & Unsupervised Learning
β€ƒβ€ƒβˆŸπŸ“‚ Master Scikit-Learn & ML Algorithms
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Model Training, Evaluation & Tuning

πŸ“‚ Deep Learning & Neural Networks
β€ƒβˆŸπŸ“‚ Learn TensorFlow & PyTorch
β€ƒβ€ƒβˆŸπŸ“‚ Build & Train Neural Networks
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Master CNNs, RNNs & Transformers

πŸ“‚ ML System Deployment
β€ƒβˆŸπŸ“‚ Learn Model Deployment (Flask, FastAPI)
β€ƒβ€ƒβˆŸπŸ“‚ Work with MLOps & Cloud Platforms
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Deploy Models to Production

πŸ“‚ Projects & Real-World Applications
β€ƒβˆŸπŸ“‚ Build End-to-End ML Projects
β€ƒβ€ƒβˆŸπŸ“‚ Work on Open-Source Contributions
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Showcase on GitHub & Kaggle

πŸ“‚ Interview Preparation & Job Hunting
β€ƒβˆŸπŸ“‚ Solve ML Coding Challenges
β€ƒβ€ƒβˆŸπŸ“‚ Learn System Design for ML
β€ƒβ€ƒβ€ƒβˆŸπŸ“‚ Network & Apply for Jobs

βœ…οΈ Get Hired

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πŸš€ Freelancers & Devs! What’s your biggest challenge when deploying projects? 😫
Anonymous Poll
33%
πŸ”Ή Slow deployments 🐒
30%
πŸ”Ή Integration headache βš™οΈ
25%
πŸ”Ή Security concerns πŸ”’
13%
πŸ”Ή Scaling issues πŸ“‰
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Login & Search Popup πŸŽ‰

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