Programming Resources | Python | Javanoscript | Artificial Intelligence Updates | Computer Science Courses | AI Books – Telegram
Programming Resources | Python | Javanoscript | Artificial Intelligence Updates | Computer Science Courses | AI Books
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Everything about programming for beginners
* Python programming
* Java programming
* App development
* Machine Learning
* Data Science

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🖐 8 Super useful HTML tips & tricks that every Developer should know about
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Programming Languages & What They’re Really Good At

Python 🐍 – Data analysis, automation, AI/ML

Java – Android apps, enterprise software

JavaScript – Interactive websites, full-stack apps

C++ ⚙️ – Game development, system-level software

C# 🎮 – Unity games, Windows apps

R 📊 – Statistical analysis, data visualization

Go 🚀 – Fast APIs, cloud-native apps

PHP 🐘 – WordPress, backend for websites

Swift 🍎 – iOS/macOS apps

Kotlin 📱 – Modern Android development
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🔥 Top SQL Projects for Data Analytics 🚀

If you're preparing for a Data Analyst role or looking to level up your SQL skills, working on real-world projects is the best way to learn!

Here are some must-do SQL projects to strengthen your portfolio. 👇

🟢 Beginner-Friendly SQL Projects (Great for Learning Basics)

Employee Database Management – Build and query HR data 📊
Library Book Tracking – Create a database for book loans and returns
Student Grading System – Analyze student performance data
Retail Point-of-Sale System – Work with sales and transactions 💰
Hotel Booking System – Manage customer bookings and check-ins 🏨

🟡 Intermediate SQL Projects (For Stronger Querying & Analysis)

E-commerce Order Management – Analyze order trends & customer data 🛒
Sales Performance Analysis – Work with revenue, profit margins & KPIs 📈
Inventory Control System – Optimize stock tracking 📦
Real Estate Listings – Manage and analyze property data 🏡
Movie Rating System – Analyze user reviews & trends 🎬

🔵 Advanced SQL Projects (For Business-Level Analytics)

🔹 Social Media Analytics – Track user engagement & content trends
🔹 Insurance Claim Management – Fraud detection & risk assessment
🔹 Customer Feedback Analysis – Perform sentiment analysis on reviews
🔹 Freelance Job Platform – Match freelancers with project opportunities
🔹 Pharmacy Inventory System – Optimize stock levels & prenoscriptions

🔴 Expert-Level SQL Projects (For Data-Driven Decision Making)

🔥 Music Streaming Analysis – Study user behavior & song trends 🎶
🔥 Healthcare Prenoscription Tracking – Identify patterns in medicine usage
🔥 Employee Shift Scheduling – Optimize workforce efficiency
🔥 Warehouse Stock Control – Manage supply chain data efficiently
🔥 Online Auction System – Analyze bidding patterns & sales performance 🛍️

🔗 Pro Tip: If you're applying for Data Analyst roles, pick 3-4 projects, clean the data, and create interactive dashboards using Power BI/Tableau to showcase insights!

React with ♥️ if you want detailed explanation of each project

Share with credits: 👇 https://news.1rj.ru/str/sqlspecialist

Hope it helps :)
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🔰 C++ Roadmap for Beginners 2025
├── 🧠 Introduction to C++ & How It Works
├── 🧰 Setting Up Environment (IDE, Compiler)
├── 📝 Basic Syntax & Structure
├── 🔢 Variables, Data Types & Constants
├── Operators (Arithmetic, Relational, Logical, Bitwise)
├── 🔁 Flow Control (if, else, switch)
├── 🔄 Loops (for, while, do...while)
├── 🧩 Functions (Declaration, Definition, Recursion)
├── 📦 Arrays, Strings & Vectors
├── 🧱 Pointers & References
├── 🧮 Dynamic Memory Allocation (new, delete)
├── 🏗 Structures & Unions
├── 🏛 Object-Oriented Programming (Classes, Objects, Inheritance, Polymorphism)
├── 📂 File Handling in C++
├── ⚠️ Exception Handling
├── 🧠 STL (Standard Template Library - vector, map, set, etc.)
├── 🧪 Mini Projects (Bank System, Student Record, etc.)

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Typical java interview questions sorted by experience


Junior
* Name some of the characteristics of OO programming languages
* What are the access modifiers you know? What does each one do?
* What is the difference between overriding and overloading a method in Java?
* What’s the difference between an Interface and an abstract class?
* Can an Interface extend another Interface?
* What does the static word mean in Java?
* Can a static method be overridden in Java?
* What is Polymorphism? What about Inheritance?
* Can a constructor be inherited?
* Do objects get passed by reference or value in Java? Elaborate on that.
* What’s the difference between using == and .equals on a string?
* What is the hashCode() and equals() used for?
* What does the interface Serializable do? What about Parcelable in Android?
* Why are Array and ArrayList different? When would you use each?
* What’s the difference between an Integer and int?
* What is a ThreadPool? Is it better than using several “simple” threads?
* What the difference between local, instance and class variables?

Mid
* What is reflection?
* What is dependency injection? Can you name a few libraries? (Have you used any?)
* What are strong, soft and weak references in Java?
* What does the keyword synchronized mean?
* Can you have “memory leaks” on Java?
* Do you need to set references to null on Java/Android?
* What does it means to say that a String is immutable?
* What are transient and volatile modifiers?
* What is the finalize() method?
* How does the try{} finally{} works?
* What is the difference between instantiation and initialisation of an object?
* When is a static block run?
* Why are Generics are used in Java?
* Can you mention the design patterns you know? Which of those do you normally use?
* Can you mention some types of testing you know?

Senior
* How does Integer.parseInt() works?
* Do you know what is the “double check locking” problem?
* Do you know the difference between StringBuffer and StringBuilder?
* How is a StringBuilder implemented to avoid the immutable string allocation problem?
* What does Class.forName method do?
* What is Autoboxing and Unboxing?
* What’s the difference between an Enumeration and an Iterator?
* What is the difference between fail-fast and fail safe in Java?
* What is PermGen in Java?
* What is a Java priority queue?
* *s performance influenced by using the same number in different types: Int, Double and Float?
* What is the Java Heap?
* What is daemon thread?
* Can a dead thread be restarted?

Source: medium.
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