Forwarded from Artificial Intelligence
๐ฐ ๐๐ถ๐ด๐ต-๐๐บ๐ฝ๐ฎ๐ฐ๐ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐ ๐๐ผ ๐๐ฎ๐๐ป๐ฐ๐ต ๐ฌ๐ผ๐๐ฟ ๐๐ฎ๐ฟ๐ฒ๐ฒ๐ฟ ๐ถ๐ป ๐ฎ๐ฌ๐ฎ๐ฑ๐
These globally recognized certifications from platforms like Google, IBM, Microsoft, and DataCamp are beginner-friendly, industry-aligned, and designed to make you job-ready in just a few weeks
๐๐ข๐ง๐ค๐:-
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These courses help you gain hands-on experience โ exactly what top MNCs look for!โ ๏ธ
These globally recognized certifications from platforms like Google, IBM, Microsoft, and DataCamp are beginner-friendly, industry-aligned, and designed to make you job-ready in just a few weeks
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4kC18XE
These courses help you gain hands-on experience โ exactly what top MNCs look for!โ ๏ธ
โค2
Forwarded from Python Projects & Resources
๐ญ๐ฌ๐ฌ๐ฌ+ ๐๐ฟ๐ฒ๐ฒ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฒ๐ฑ ๐๐ผ๐๐ฟ๐๐ฒ๐ ๐ฏ๐ ๐๐ป๐ณ๐ผ๐๐๐ โ ๐๐ฒ๐ฎ๐ฟ๐ป, ๐๐ฟ๐ผ๐, ๐ฆ๐๐ฐ๐ฐ๐ฒ๐ฒ๐ฑ!๐
๐ Looking to upgrade your skills without spending a rupee?๐ฐ
Hereโs your golden opportunity to unlock 1,000+ certified online courses across technology, business, communication, leadership, soft skills, and much more โ all absolutely FREE on Infosys Springboard!๐ฅ
๐๐ข๐ง๐ค๐:-
https://pdlink.in/43UcmQ7
Save this blog, sign up, and start your upskilling journey today!โ ๏ธ
๐ Looking to upgrade your skills without spending a rupee?๐ฐ
Hereโs your golden opportunity to unlock 1,000+ certified online courses across technology, business, communication, leadership, soft skills, and much more โ all absolutely FREE on Infosys Springboard!๐ฅ
๐๐ข๐ง๐ค๐:-
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Save this blog, sign up, and start your upskilling journey today!โ ๏ธ
โค3
๐๐ฟ๐ฒ๐ฒ ๐ฃ๐๐๐ต๐ผ๐ป ๐๐ผ๐๐ฟ๐๐ฒ: ๐ง๐ต๐ฒ ๐๐ฒ๐๐ ๐ฆ๐๐ฎ๐ฟ๐๐ถ๐ป๐ด ๐ฃ๐ผ๐ถ๐ป๐ ๐ณ๐ผ๐ฟ ๐ง๐ฒ๐ฐ๐ต & ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ ๐๐ฒ๐ด๐ถ๐ป๐ป๐ฒ๐ฟ๐๐
๐ Want to break into tech or data analytics but donโt know how to start?๐โจ๏ธ
Python is the #1 most in-demand programming language, and Scalerโs free Python for Beginners course is a game-changer for absolute beginners๐โ๏ธ
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No coding background needed!โ ๏ธ
๐ Want to break into tech or data analytics but donโt know how to start?๐โจ๏ธ
Python is the #1 most in-demand programming language, and Scalerโs free Python for Beginners course is a game-changer for absolute beginners๐โ๏ธ
๐๐ข๐ง๐ค๐:-
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No coding background needed!โ ๏ธ
โค1
TOP JAVA PROJECTS WITH CODE ๐บ
1. Online Survey System
โ๏ธ GitHub: Online Survey System
2. Online Resume Builder
๐ซฐ GitHub: Resume Builder
3. Snake Game using Java
๐ GitHub: Snake Game
4. Data Visualization Software
๐ GitHub: Data Visualization
5. Electricity Billing System
โก๏ธ GitHub: Billing System
6. Web Medical Management System
๐ GitHub: Medical System
7. Supply Chain Management System
โ๏ธ GitHub: SCM System
8. Exam Seating Arrangement System
๐ป GitHub: Exam Seating System
Core Java Projects with Source Codeโ๏ธ
9. Consumer Relationship Management System (CRM)
๐ฅ GitHub: CRM Project
10. bFit: Cognitive & Memory Testing Game
๐ง GitHub: bFit Game
11. Network Packet Sniffer & Analyzer
๐ฅ GitHub: Packet Sniffer
12. Internet Service Provider Automation System
๐ GitHub: ISP Automation
13. Criminal Face Detection System
๐GitHub: Face Detection System ๐
โค10
๐ญ๐ฌ๐ฌ% ๐๐ฟ๐ฒ๐ฒ ๐ง๐ฒ๐ฐ๐ต ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐๐ผ๐๐ฟ๐๐ฒ๐๐
From data science and AI to web development and cloud computing, checkout Top 5 Websites for Free Tech Certification Courses in 2025
๐๐ข๐ง๐ค๐:-
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Enroll For FREE & Get Certified!โ ๏ธ
From data science and AI to web development and cloud computing, checkout Top 5 Websites for Free Tech Certification Courses in 2025
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4e76jMX
Enroll For FREE & Get Certified!โ ๏ธ
โค2
Forwarded from Python Projects & Resources
๐ฑ ๐๐ฟ๐ฒ๐ฒ ๐ฅ๐ฒ๐๐ผ๐๐ฟ๐ฐ๐ฒ๐ ๐๐ผ ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐ณ๐ฟ๐ผ๐บ ๐ฆ๐ฐ๐ฟ๐ฎ๐๐ฐ๐ต ๐ถ๐ป ๐ฎ๐ฌ๐ฎ๐ฑ๐
๐ฏ Want to break into Machine Learning but donโt know where to start?โจ๏ธ
You donโt need a fancy degree or expensive course to begin your ML journey๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4jRouYb
This list is for anyone ready to start learning ML from scratchโ ๏ธ
๐ฏ Want to break into Machine Learning but donโt know where to start?โจ๏ธ
You donโt need a fancy degree or expensive course to begin your ML journey๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4jRouYb
This list is for anyone ready to start learning ML from scratchโ ๏ธ
โค1
Java Developer Interview โค
It'll gonna be super helpful for YOU
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ญ: ๐ฃ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐ ๐ณ๐น๐ผ๐ ๐ฎ๐ป๐ฑ ๐ฎ๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ
- Please tell me about your project and its architecture, Challenges faced?
- What was your role in the project? Tech Stack of project? why this stack?
- Problem you solved during the project? How collaboration within the team?
- What lessons did you learn from working on this project?
- If you could go back, what would you do differently in this project?
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฎ: ๐๐ผ๐ฟ๐ฒ ๐๐ฎ๐๐ฎ
- String Concepts/Hashcode- Equal Methods
- Immutability
- OOPS concepts
- Serialization
- Collection Framework
- Exception Handling
- Multithreading
- Java Memory Model
- Garbage collection
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฏ: ๐๐ฎ๐๐ฎ-๐ด/๐๐ฎ๐๐ฎ-๐ญ๐ญ/๐๐ฎ๐๐ฎ๐ญ๐ณ
- Java 8 features
- Default/Static methods
- Lambda expression
- Functional interfaces
- Optional API
- Stream API
- Pattern matching
- Text block
- Modules
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฐ: ๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ, ๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด-๐๐ผ๐ผ๐, ๐ ๐ถ๐ฐ๐ฟ๐ผ๐๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ, ๐ฎ๐ป๐ฑ ๐ฅ๐ฒ๐๐ ๐๐ฃ๐
- Dependency Injection/IOC, Spring MVC
- Configuration, Annotations, CRUD
- Bean, Scopes, Profiles, Bean lifecycle
- App context/Bean context
- AOP, Exception Handler, Control Advice
- Security (JWT, Oauth)
- Actuators
- WebFlux and Mono Framework
- HTTP methods
- JPA
- Microservice concepts
- Spring Cloud
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฑ: ๐๐ถ๐ฏ๐ฒ๐ฟ๐ป๐ฎ๐๐ฒ/๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด-๐ฑ๐ฎ๐๐ฎ ๐๐ฝ๐ฎ/๐๐ฎ๐๐ฎ๐ฏ๐ฎ๐๐ฒ (๐ฆ๐ค๐ ๐ผ๐ฟ ๐ก๐ผ๐ฆ๐ค๐)
- JPA Repositories
- Relationship with Entities
- SQL queries on Employee department
- Queries, Highest Nth salary queries
- Relational and No-Relational DB concepts
- CRUD operations in DB
- Joins, indexing, procs, function
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฒ: ๐๐ผ๐ฑ๐ถ๐ป๐ด
- DSA Related Questions
- Sorting and searching using Java API.
- Stream API coding Questions
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ณ: ๐๐ฒ๐๐ผ๐ฝ๐ ๐พ๐๐ฒ๐๐๐ถ๐ผ๐ป๐ ๐ผ๐ป ๐ฑ๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ ๐ง๐ผ๐ผ๐น๐
- These types of topics are mostly asked by managers or leads who are heavily working on it, That's why they may grill you on DevOps/deployment-related tools, You should have an understanding of common tools like Jenkins, Kubernetes, Kafka, Cloud, and all.
๐ง๐ผ๐ฝ๐ถ๐ฐ๐ ๐ด: ๐๐ฒ๐๐ ๐ฝ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฒ
- The interviewer always wanted to ask about some design patterns, it may be Normal design patterns like singleton, factory, or observer patterns to know that you can use these in coding.
Make sure to scroll through the above messages ๐ definitely you will get the more interesting things ๐ค
All the best ๐๐
It'll gonna be super helpful for YOU
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ญ: ๐ฃ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐ ๐ณ๐น๐ผ๐ ๐ฎ๐ป๐ฑ ๐ฎ๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ
- Please tell me about your project and its architecture, Challenges faced?
- What was your role in the project? Tech Stack of project? why this stack?
- Problem you solved during the project? How collaboration within the team?
- What lessons did you learn from working on this project?
- If you could go back, what would you do differently in this project?
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฎ: ๐๐ผ๐ฟ๐ฒ ๐๐ฎ๐๐ฎ
- String Concepts/Hashcode- Equal Methods
- Immutability
- OOPS concepts
- Serialization
- Collection Framework
- Exception Handling
- Multithreading
- Java Memory Model
- Garbage collection
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฏ: ๐๐ฎ๐๐ฎ-๐ด/๐๐ฎ๐๐ฎ-๐ญ๐ญ/๐๐ฎ๐๐ฎ๐ญ๐ณ
- Java 8 features
- Default/Static methods
- Lambda expression
- Functional interfaces
- Optional API
- Stream API
- Pattern matching
- Text block
- Modules
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฐ: ๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ, ๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด-๐๐ผ๐ผ๐, ๐ ๐ถ๐ฐ๐ฟ๐ผ๐๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ, ๐ฎ๐ป๐ฑ ๐ฅ๐ฒ๐๐ ๐๐ฃ๐
- Dependency Injection/IOC, Spring MVC
- Configuration, Annotations, CRUD
- Bean, Scopes, Profiles, Bean lifecycle
- App context/Bean context
- AOP, Exception Handler, Control Advice
- Security (JWT, Oauth)
- Actuators
- WebFlux and Mono Framework
- HTTP methods
- JPA
- Microservice concepts
- Spring Cloud
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฑ: ๐๐ถ๐ฏ๐ฒ๐ฟ๐ป๐ฎ๐๐ฒ/๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด-๐ฑ๐ฎ๐๐ฎ ๐๐ฝ๐ฎ/๐๐ฎ๐๐ฎ๐ฏ๐ฎ๐๐ฒ (๐ฆ๐ค๐ ๐ผ๐ฟ ๐ก๐ผ๐ฆ๐ค๐)
- JPA Repositories
- Relationship with Entities
- SQL queries on Employee department
- Queries, Highest Nth salary queries
- Relational and No-Relational DB concepts
- CRUD operations in DB
- Joins, indexing, procs, function
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ฒ: ๐๐ผ๐ฑ๐ถ๐ป๐ด
- DSA Related Questions
- Sorting and searching using Java API.
- Stream API coding Questions
๐ง๐ผ๐ฝ๐ถ๐ฐ ๐ณ: ๐๐ฒ๐๐ผ๐ฝ๐ ๐พ๐๐ฒ๐๐๐ถ๐ผ๐ป๐ ๐ผ๐ป ๐ฑ๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ ๐ง๐ผ๐ผ๐น๐
- These types of topics are mostly asked by managers or leads who are heavily working on it, That's why they may grill you on DevOps/deployment-related tools, You should have an understanding of common tools like Jenkins, Kubernetes, Kafka, Cloud, and all.
๐ง๐ผ๐ฝ๐ถ๐ฐ๐ ๐ด: ๐๐ฒ๐๐ ๐ฝ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฒ
- The interviewer always wanted to ask about some design patterns, it may be Normal design patterns like singleton, factory, or observer patterns to know that you can use these in coding.
Make sure to scroll through the above messages ๐ definitely you will get the more interesting things ๐ค
All the best ๐๐
โค6
Tools & Tech Every Developer Should Know โ๏ธ๐จ๐ปโ๐ป
โฏ VS Code โ Lightweight, Powerful Code Editor
โฏ Postman โ API Testing, Debugging
โฏ Docker โ App Containerization
โฏ Kubernetes โ Scaling & Orchestrating Containers
โฏ Git โ Version Control, Team Collaboration
โฏ GitHub/GitLab โ Hosting Code Repos, CI/CD
โฏ Figma โ UI/UX Design, Prototyping
โฏ Jira โ Agile Project Management
โฏ Slack/Discord โ Team Communication
โฏ Notion โ Docs, Notes, Knowledge Base
โฏ Trello โ Task Management
โฏ Zsh + Oh My Zsh โ Advanced Terminal Experience
โฏ Linux Terminal โ DevOps, Shell Scripting
โฏ Homebrew (macOS) โ Package Manager
โฏ Anaconda โ Python & Data Science Environments
โฏ Pandas โ Data Manipulation in Python
โฏ NumPy โ Numerical Computation
โฏ Jupyter Notebooks โ Interactive Python Coding
โฏ Chrome DevTools โ Web Debugging
โฏ Firebase โ Backend as a Service
โฏ Heroku โ Easy App Deployment
โฏ Netlify โ Deploy Frontend Sites
โฏ Vercel โ Full-Stack Deployment for Next.js
โฏ Nginx โ Web Server, Load Balancer
โฏ MongoDB โ NoSQL Database
โฏ PostgreSQL โ Advanced Relational Database
โฏ Redis โ Caching & Fast Storage
โฏ Elasticsearch โ Search & Analytics Engine
โฏ Sentry โ Error Monitoring
โฏ Jenkins โ Automate CI/CD Pipelines
โฏ AWS/GCP/Azure โ Cloud Services & Deployment
โฏ Swagger โ API Documentation
โฏ SASS/SCSS โ CSS Preprocessors
โฏ Tailwind CSS โ Utility-First CSS Framework
React โค๏ธ if you found this helpful
Coding Jobs: https://whatsapp.com/channel/0029VatL9a22kNFtPtLApJ2L
โฏ VS Code โ Lightweight, Powerful Code Editor
โฏ Postman โ API Testing, Debugging
โฏ Docker โ App Containerization
โฏ Kubernetes โ Scaling & Orchestrating Containers
โฏ Git โ Version Control, Team Collaboration
โฏ GitHub/GitLab โ Hosting Code Repos, CI/CD
โฏ Figma โ UI/UX Design, Prototyping
โฏ Jira โ Agile Project Management
โฏ Slack/Discord โ Team Communication
โฏ Notion โ Docs, Notes, Knowledge Base
โฏ Trello โ Task Management
โฏ Zsh + Oh My Zsh โ Advanced Terminal Experience
โฏ Linux Terminal โ DevOps, Shell Scripting
โฏ Homebrew (macOS) โ Package Manager
โฏ Anaconda โ Python & Data Science Environments
โฏ Pandas โ Data Manipulation in Python
โฏ NumPy โ Numerical Computation
โฏ Jupyter Notebooks โ Interactive Python Coding
โฏ Chrome DevTools โ Web Debugging
โฏ Firebase โ Backend as a Service
โฏ Heroku โ Easy App Deployment
โฏ Netlify โ Deploy Frontend Sites
โฏ Vercel โ Full-Stack Deployment for Next.js
โฏ Nginx โ Web Server, Load Balancer
โฏ MongoDB โ NoSQL Database
โฏ PostgreSQL โ Advanced Relational Database
โฏ Redis โ Caching & Fast Storage
โฏ Elasticsearch โ Search & Analytics Engine
โฏ Sentry โ Error Monitoring
โฏ Jenkins โ Automate CI/CD Pipelines
โฏ AWS/GCP/Azure โ Cloud Services & Deployment
โฏ Swagger โ API Documentation
โฏ SASS/SCSS โ CSS Preprocessors
โฏ Tailwind CSS โ Utility-First CSS Framework
React โค๏ธ if you found this helpful
Coding Jobs: https://whatsapp.com/channel/0029VatL9a22kNFtPtLApJ2L
โค6
Forwarded from Python Projects & Resources
๐๐ฟ๐ฒ๐ฒ ๐๐ฎ๐๐ฎ ๐ฆ๐ฐ๐ถ๐ฒ๐ป๐ฐ๐ฒ ๐ฅ๐ผ๐ฎ๐ฑ๐บ๐ฎ๐ฝ ๐ณ๐ผ๐ฟ ๐๐ฒ๐ด๐ถ๐ป๐ป๐ฒ๐ฟ๐: ๐ฑ ๐ฆ๐๐ฒ๐ฝ๐ ๐๐ผ ๐ฆ๐๐ฎ๐ฟ๐ ๐ฌ๐ผ๐๐ฟ ๐๐ผ๐๐ฟ๐ป๐ฒ๐๐
Want to break into Data Science but donโt know where to begin?๐จโ๐ป๐
Youโre not alone. Data Science is one of the most in-demand fields today, but with so many courses online, it can feel overwhelming.๐ซ๐ฒ
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3SU5FJ0
No prior experience needed!โ ๏ธ
Want to break into Data Science but donโt know where to begin?๐จโ๐ป๐
Youโre not alone. Data Science is one of the most in-demand fields today, but with so many courses online, it can feel overwhelming.๐ซ๐ฒ
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3SU5FJ0
No prior experience needed!โ ๏ธ
โค1
Top 100 Java Interview Q_A.pdf
3.4 MB
๐ฐ 100 JAVA Interview Q/A Pdf ๐
React โค๏ธ if you need more pdfs ๐
React โค๏ธ if you need more pdfs ๐
โค11
Forwarded from Artificial Intelligence
๐ง๐ผ๐ฝ ๐ง๐ฒ๐ฐ๐ต ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค๐๐ฒ๐๐๐ถ๐ผ๐ป๐ - ๐๐ฟ๐ฎ๐ฐ๐ธ ๐ฌ๐ผ๐๐ฟ ๐ก๐ฒ๐
๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐๐
๐ฆ๐ค๐:- https://pdlink.in/3SMHxaZ
๐ฃ๐๐๐ต๐ผ๐ป :- https://pdlink.in/3FJhizk
๐๐ฎ๐๐ฎ :- https://pdlink.in/4dWkAMf
๐๐ฆ๐ :- https://pdlink.in/3FsDA8j
๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ :- https://pdlink.in/4jLOJ2a
๐ฃ๐ผ๐๐ฒ๐ฟ ๐๐ :- https://pdlink.in/4dFem3o
๐๐ผ๐ฑ๐ถ๐ป๐ด :- https://pdlink.in/3F00oMw
Get Your Dream Tech Job In Your Dream Company๐ซ
๐ฆ๐ค๐:- https://pdlink.in/3SMHxaZ
๐ฃ๐๐๐ต๐ผ๐ป :- https://pdlink.in/3FJhizk
๐๐ฎ๐๐ฎ :- https://pdlink.in/4dWkAMf
๐๐ฆ๐ :- https://pdlink.in/3FsDA8j
๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ :- https://pdlink.in/4jLOJ2a
๐ฃ๐ผ๐๐ฒ๐ฟ ๐๐ :- https://pdlink.in/4dFem3o
๐๐ผ๐ฑ๐ถ๐ป๐ด :- https://pdlink.in/3F00oMw
Get Your Dream Tech Job In Your Dream Company๐ซ
Want to get started with System design interview preparation, start with these ๐
1. Learn to understand requirements
2. Learn the difference between horizontal and vertical scaling.
3. Study latency and throughput trade-offs and optimization techniques.
4. Understand the CAP Theorem (Consistency, Availability, Partition Tolerance).
5. Learn HTTP/HTTPS protocols, request-response lifecycle, and headers.
6. Understand DNS and how domain resolution works.
7. Study load balancers, their types (Layer 4 and Layer 7), and algorithms.
8. Learn about CDNs, their use cases, and caching strategies.
9. Understand SQL databases (ACID properties, normalization) and NoSQL types (keyโvalue, document, graph).
10. Study caching tools (Redis, Memcached) and strategies (write-through, write-back, eviction policies).
11. Learn about blob storage systems like S3 or Google Cloud Storage.
12. Study sharding and horizontal partitioning of databases.
13. Understand replication (leaderโfollower, multi-leader) and consistency models.
14. Learn failover mechanisms like active-passive and active-active setups.
15. Study message queues like RabbitMQ, Kafka, and SQS.
16. Understand consensus algorithms such as Paxos and Raft.
17. Learn event-driven architectures, Pub/Sub models, and event sourcing.
18. Study distributed transactions (two-phase commit, sagas).
19. Learn rate-limiting techniques (token bucket, leaky bucket algorithms).
20. Study API design principles for REST, GraphQL, and gRPC.
21. Understand microservices architecture, communication, and trade-offs with monoliths.
22. Learn authentication and authorization methods (OAuth, JWT, SSO).
23. Study metrics collection tools like Prometheus or Datadog.
24. Understand logging systems (e.g., ELK stack) and tracing tools (OpenTelemetry, Jaeger).
25.Learn about encryption (data at rest and in transit) and rate-limiting for security.
26. And then practise the most commonly asked questions like URL shorteners, chat systems, ride-sharing apps, search engines, video streaming, and e-commerce websites
Coding Interview Resources: https://whatsapp.com/channel/0029VammZijATRSlLxywEC3X
1. Learn to understand requirements
2. Learn the difference between horizontal and vertical scaling.
3. Study latency and throughput trade-offs and optimization techniques.
4. Understand the CAP Theorem (Consistency, Availability, Partition Tolerance).
5. Learn HTTP/HTTPS protocols, request-response lifecycle, and headers.
6. Understand DNS and how domain resolution works.
7. Study load balancers, their types (Layer 4 and Layer 7), and algorithms.
8. Learn about CDNs, their use cases, and caching strategies.
9. Understand SQL databases (ACID properties, normalization) and NoSQL types (keyโvalue, document, graph).
10. Study caching tools (Redis, Memcached) and strategies (write-through, write-back, eviction policies).
11. Learn about blob storage systems like S3 or Google Cloud Storage.
12. Study sharding and horizontal partitioning of databases.
13. Understand replication (leaderโfollower, multi-leader) and consistency models.
14. Learn failover mechanisms like active-passive and active-active setups.
15. Study message queues like RabbitMQ, Kafka, and SQS.
16. Understand consensus algorithms such as Paxos and Raft.
17. Learn event-driven architectures, Pub/Sub models, and event sourcing.
18. Study distributed transactions (two-phase commit, sagas).
19. Learn rate-limiting techniques (token bucket, leaky bucket algorithms).
20. Study API design principles for REST, GraphQL, and gRPC.
21. Understand microservices architecture, communication, and trade-offs with monoliths.
22. Learn authentication and authorization methods (OAuth, JWT, SSO).
23. Study metrics collection tools like Prometheus or Datadog.
24. Understand logging systems (e.g., ELK stack) and tracing tools (OpenTelemetry, Jaeger).
25.Learn about encryption (data at rest and in transit) and rate-limiting for security.
26. And then practise the most commonly asked questions like URL shorteners, chat systems, ride-sharing apps, search engines, video streaming, and e-commerce websites
Coding Interview Resources: https://whatsapp.com/channel/0029VammZijATRSlLxywEC3X
โค2๐1
โ Java Roadmap
1๏ธโฃ Basics: ๐ค๐ Syntax, Variables, Data Types
2๏ธโฃ OOP Concepts: ๐๏ธ๐ Classes, Objects, Inheritance, Polymorphism
3๏ธโฃ Exception Handling: โ ๏ธ๐ ๏ธ Try-Catch, Custom Exceptions
4๏ธโฃ Collections Framework: ๐๐๏ธ Lists, Sets, Maps
5๏ธโฃ Multithreading: โณ๐ Threads, Synchronization
6๏ธโฃ File Handling: ๐๐ Read/Write Files, Serialization
7๏ธโฃ Java 8+ Features: ๐ฏ๐ Streams, Lambda Expressions, Functional Interfaces
8๏ธโฃ Databases & JDBC: ๐๏ธ๐ SQL, MySQL, PostgreSQL
9๏ธโฃ Spring Framework: ๐ฑ๐ Spring Boot, REST APIs
๐ Projects & Practice: ๐๐ Build apps, contribute to open source
React โค๏ธ for more
1๏ธโฃ Basics: ๐ค๐ Syntax, Variables, Data Types
2๏ธโฃ OOP Concepts: ๐๏ธ๐ Classes, Objects, Inheritance, Polymorphism
3๏ธโฃ Exception Handling: โ ๏ธ๐ ๏ธ Try-Catch, Custom Exceptions
4๏ธโฃ Collections Framework: ๐๐๏ธ Lists, Sets, Maps
5๏ธโฃ Multithreading: โณ๐ Threads, Synchronization
6๏ธโฃ File Handling: ๐๐ Read/Write Files, Serialization
7๏ธโฃ Java 8+ Features: ๐ฏ๐ Streams, Lambda Expressions, Functional Interfaces
8๏ธโฃ Databases & JDBC: ๐๏ธ๐ SQL, MySQL, PostgreSQL
9๏ธโฃ Spring Framework: ๐ฑ๐ Spring Boot, REST APIs
๐ Projects & Practice: ๐๐ Build apps, contribute to open source
React โค๏ธ for more
โค16๐ฅ1
Forwarded from Artificial Intelligence
๐ณ ๐๐ฒ๐๐ ๐๐ฟ๐ฒ๐ฒ ๐ฅ๐ฒ๐๐ผ๐๐ฟ๐ฐ๐ฒ๐ ๐๐ผ ๐๐ฒ๐ฎ๐ฟ๐ป & ๐ฃ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฒ ๐ฃ๐๐๐ต๐ผ๐ป ๐ณ๐ผ๐ฟ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐๐
๐ป You donโt need to spend a rupee to master Python!๐
Whether youโre an aspiring Data Analyst, Developer, or Tech Enthusiast, these 7 completely free platforms help you go from zero to confident coder๐จโ๐ป๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4l5XXY2
Enjoy Learning โ ๏ธ
๐ป You donโt need to spend a rupee to master Python!๐
Whether youโre an aspiring Data Analyst, Developer, or Tech Enthusiast, these 7 completely free platforms help you go from zero to confident coder๐จโ๐ป๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4l5XXY2
Enjoy Learning โ ๏ธ
โค4
Java Roadmap
|
|-- Fundamentals
| |-- Basics of Programming
| | |-- Introduction to Java
| | |-- Java Development Kit (JDK) and Java Runtime Environment (JRE)
| | |-- Setting Up Development Environment (IDE: IntelliJ IDEA, Eclipse, etc.)
| |
| |-- Syntax and Structure
| | |-- Basic Syntax
| | |-- Variables and Data Types
| | |-- Operators and Expressions
|
|-- Control Structures
| |-- Conditional Statements
| | |-- If-Else Statements
| | |-- Switch Case
| |
| |-- Loops
| | |-- For Loop
| | |-- While Loop
| | |-- Do-While Loop
| |
| |-- Exception Handling
| | |-- Try-Catch Block
| | |-- Finally Block
| | |-- Throw and Throws Keywords
|
|-- Object-Oriented Programming (OOP)
| |-- Basics of OOP
| | |-- Classes and Objects
| | |-- Methods and Constructors
| |
| |-- Inheritance
| | |-- Single and Multiple Inheritance
| | |-- Method Overriding
| | |-- Super Keyword
| |
| |-- Polymorphism
| | |-- Method Overloading
| | |-- Runtime Polymorphism
| | |-- Dynamic Method Dispatch
| |
| |-- Encapsulation
| | |-- Access Modifiers (Public, Private, Protected)
| | |-- Getters and Setters
| | |-- Data Hiding
| |
| |-- Abstraction
| | |-- Abstract Classes
| | |-- Interfaces
|
|-- Advanced Java
| |-- Collections Framework
| | |-- List (ArrayList, LinkedList)
| | |-- Set (HashSet, TreeSet)
| | |-- Map (HashMap, TreeMap)
| | |-- Queue (PriorityQueue, LinkedList)
| |
| |-- Concurrency
| | |-- Multithreading (Creating Threads, Thread Lifecycle)
| | |-- Synchronization
| | |-- Concurrency Utilities (Executors Framework, Callable and Future, Locks and Semaphores)
|
|-- Java Standard Libraries
| |-- I/O Streams
| | |-- File Handling (File Class, Reading and Writing Files)
| | |-- Streams (Byte Streams, Character Streams, Buffered Streams)
| |
| |-- Networking
| | |-- Sockets (TCP and UDP, Socket and ServerSocket Classes)
| | |-- URL and HTTP (URL Class, HttpURLConnection)
| |
| |-- JDBC
| | |-- Database Connectivity (JDBC Drivers, Connection, Statement, and ResultSet)
| | |-- PreparedStatement and CallableStatement
|
|-- Java Frameworks
| |-- Spring Framework
| | |-- Spring Core (Dependency Injection, Inversion of Control)
| | |-- Spring MVC (Model-View-Controller Architecture)
| | |-- Spring Boot (Creating Spring Boot Applications, Starters and Auto-Configuration, Actuator)
| |
| |-- Hibernate
| | |-- ORM Basics (Introduction to ORM, Configuration and Mapping)
| | |-- Advanced Hibernate (Caching, Transactions and Concurrency, Criteria API)
|
|-- Web Development with Java
| |-- Java EE (Jakarta EE)
| | |-- Servlets (Lifecycle, Handling HTTP Requests and Responses, Session Management)
| | |-- JavaServer Pages (JSP) (Syntax, Directives, JSTL and Custom Tags, Expression Language)
| |
| |-- RESTful Web Services
| | |-- JAX-RS (Creating RESTful Services, Annotations and HTTP Methods, Consuming RESTful Services)
|
|-- Build Tools and Dependency Management
| |-- Maven
| | |-- Project Object Model (POM), Dependencies, Repositories, Build Lifecycle and Plugins
| |
| |-- Gradle
| | |-- Build Scripts, Dependency Management, Task Automation
|
|-- Testing in Java
| |-- Unit Testing
| | |-- JUnit (Annotations, Assertions, Test Suites and Runners)
| |
| |-- Mockito (Creating Mocks and Spies and Verification)
| |
| |-- Integration Testing
| | |-- Spring Test (Testing Spring Components and WebTestClient)
|
|-- Deployment and DevOps
| |-- Containers and Microservices
| | |-- Docker (Dockerfile, Image Creation, Container Management)
| | |-- Kubernetes (Pods, Services, Deployments, Managing Java Applications on Kubernetes)
Free books and courses to learn Java๐๐
https://imp.i115008.net/QOz50M
https://bit.ly/3hbu3Dg
https://imp.i115008.net/Jrjo1R
https://bit.ly/3BSHP5S
https://t.iss.one/Java_Programming_Notes
Join @free4unow_backup for more free courses
ENJOY LEARNING๐๐
|
|-- Fundamentals
| |-- Basics of Programming
| | |-- Introduction to Java
| | |-- Java Development Kit (JDK) and Java Runtime Environment (JRE)
| | |-- Setting Up Development Environment (IDE: IntelliJ IDEA, Eclipse, etc.)
| |
| |-- Syntax and Structure
| | |-- Basic Syntax
| | |-- Variables and Data Types
| | |-- Operators and Expressions
|
|-- Control Structures
| |-- Conditional Statements
| | |-- If-Else Statements
| | |-- Switch Case
| |
| |-- Loops
| | |-- For Loop
| | |-- While Loop
| | |-- Do-While Loop
| |
| |-- Exception Handling
| | |-- Try-Catch Block
| | |-- Finally Block
| | |-- Throw and Throws Keywords
|
|-- Object-Oriented Programming (OOP)
| |-- Basics of OOP
| | |-- Classes and Objects
| | |-- Methods and Constructors
| |
| |-- Inheritance
| | |-- Single and Multiple Inheritance
| | |-- Method Overriding
| | |-- Super Keyword
| |
| |-- Polymorphism
| | |-- Method Overloading
| | |-- Runtime Polymorphism
| | |-- Dynamic Method Dispatch
| |
| |-- Encapsulation
| | |-- Access Modifiers (Public, Private, Protected)
| | |-- Getters and Setters
| | |-- Data Hiding
| |
| |-- Abstraction
| | |-- Abstract Classes
| | |-- Interfaces
|
|-- Advanced Java
| |-- Collections Framework
| | |-- List (ArrayList, LinkedList)
| | |-- Set (HashSet, TreeSet)
| | |-- Map (HashMap, TreeMap)
| | |-- Queue (PriorityQueue, LinkedList)
| |
| |-- Concurrency
| | |-- Multithreading (Creating Threads, Thread Lifecycle)
| | |-- Synchronization
| | |-- Concurrency Utilities (Executors Framework, Callable and Future, Locks and Semaphores)
|
|-- Java Standard Libraries
| |-- I/O Streams
| | |-- File Handling (File Class, Reading and Writing Files)
| | |-- Streams (Byte Streams, Character Streams, Buffered Streams)
| |
| |-- Networking
| | |-- Sockets (TCP and UDP, Socket and ServerSocket Classes)
| | |-- URL and HTTP (URL Class, HttpURLConnection)
| |
| |-- JDBC
| | |-- Database Connectivity (JDBC Drivers, Connection, Statement, and ResultSet)
| | |-- PreparedStatement and CallableStatement
|
|-- Java Frameworks
| |-- Spring Framework
| | |-- Spring Core (Dependency Injection, Inversion of Control)
| | |-- Spring MVC (Model-View-Controller Architecture)
| | |-- Spring Boot (Creating Spring Boot Applications, Starters and Auto-Configuration, Actuator)
| |
| |-- Hibernate
| | |-- ORM Basics (Introduction to ORM, Configuration and Mapping)
| | |-- Advanced Hibernate (Caching, Transactions and Concurrency, Criteria API)
|
|-- Web Development with Java
| |-- Java EE (Jakarta EE)
| | |-- Servlets (Lifecycle, Handling HTTP Requests and Responses, Session Management)
| | |-- JavaServer Pages (JSP) (Syntax, Directives, JSTL and Custom Tags, Expression Language)
| |
| |-- RESTful Web Services
| | |-- JAX-RS (Creating RESTful Services, Annotations and HTTP Methods, Consuming RESTful Services)
|
|-- Build Tools and Dependency Management
| |-- Maven
| | |-- Project Object Model (POM), Dependencies, Repositories, Build Lifecycle and Plugins
| |
| |-- Gradle
| | |-- Build Scripts, Dependency Management, Task Automation
|
|-- Testing in Java
| |-- Unit Testing
| | |-- JUnit (Annotations, Assertions, Test Suites and Runners)
| |
| |-- Mockito (Creating Mocks and Spies and Verification)
| |
| |-- Integration Testing
| | |-- Spring Test (Testing Spring Components and WebTestClient)
|
|-- Deployment and DevOps
| |-- Containers and Microservices
| | |-- Docker (Dockerfile, Image Creation, Container Management)
| | |-- Kubernetes (Pods, Services, Deployments, Managing Java Applications on Kubernetes)
Free books and courses to learn Java๐๐
https://imp.i115008.net/QOz50M
https://bit.ly/3hbu3Dg
https://imp.i115008.net/Jrjo1R
https://bit.ly/3BSHP5S
https://t.iss.one/Java_Programming_Notes
Join @free4unow_backup for more free courses
ENJOY LEARNING๐๐
โค8๐2
Forwarded from Artificial Intelligence
๐๐ฅ๐๐ ๐ ๐ถ๐ฐ๐ฟ๐ผ๐๐ผ๐ณ๐ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐๐ผ๐๐ฟ๐๐ฒ๐
Dreaming of a career in Data Analytics but donโt know where to begin?
The Career Essentials in Data Analysis program by Microsoft and LinkedIn is a 100% FREE learning path designed to equip you with real-world skills and industry-recognized certification.
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4kPowBj
Enroll For FREE & Get Certified โ ๏ธ
Dreaming of a career in Data Analytics but donโt know where to begin?
The Career Essentials in Data Analysis program by Microsoft and LinkedIn is a 100% FREE learning path designed to equip you with real-world skills and industry-recognized certification.
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4kPowBj
Enroll For FREE & Get Certified โ ๏ธ
โค2
9 beginner-friendly coding project ideas to build confidence:
๐ Digital Clock โ show real-time hours, minutes, seconds
๐ฒ Dice Roller โ generate random numbers with UI
๐ Quiz App โ multiple choice questions with score tracking
๐ข Number Guessing Game โ apply loops and conditionals
๐ฌ Message Encoder/Decoder โ basic string manipulation
๐ผ๏ธ Image Slider โ work with DOM and transitions
๐ Password Generator โ use randomization and user input
๐ Temperature Converter โ switch between Celsius and Fahrenheit
โ๏ธ Notes App โ add, delete, and save notes with local storage
#coding #projects
๐ Digital Clock โ show real-time hours, minutes, seconds
๐ฒ Dice Roller โ generate random numbers with UI
๐ Quiz App โ multiple choice questions with score tracking
๐ข Number Guessing Game โ apply loops and conditionals
๐ฌ Message Encoder/Decoder โ basic string manipulation
๐ผ๏ธ Image Slider โ work with DOM and transitions
๐ Password Generator โ use randomization and user input
๐ Temperature Converter โ switch between Celsius and Fahrenheit
โ๏ธ Notes App โ add, delete, and save notes with local storage
#coding #projects
โค4
๐ฑ ๐๐ฟ๐ฒ๐ฒ ๐๐ผ๐ผ๐ด๐น๐ฒ ๐๐ ๐๐ผ๐๐ฟ๐๐ฒ๐ ๐๐ผ ๐๐ถ๐ฐ๐ธ๐๐๐ฎ๐ฟ๐ ๐ฌ๐ผ๐๐ฟ ๐๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ถ๐ฎ๐น ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ฐ๐ฒ ๐๐ฎ๐ฟ๐ฒ๐ฒ๐ฟ๐
๐ You donโt need to break the bank to break into AI!๐ชฉ
If youโve been searching for beginner-friendly, certified AI learningโGoogle Cloud has you covered๐ค๐จโ๐ป
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3SZQRIU
๐All taught by industry-leading instructorsโ ๏ธ
๐ You donโt need to break the bank to break into AI!๐ชฉ
If youโve been searching for beginner-friendly, certified AI learningโGoogle Cloud has you covered๐ค๐จโ๐ป
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3SZQRIU
๐All taught by industry-leading instructorsโ ๏ธ
โค3