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CSE & IT

This 2-month program starts with Python fundamentals, including data types, control structures, and functions. It then dives into libraries like NumPy, Pandas, and Matplotlib. By the end of Month 1, students learn basics of Machine Learning using scikit-learn. Internship Phase (Month 2):
Work on real-time projects like student performance prediction, sentiment analysis, or recommendation systems using machine learning models.

Python with AI & ML

Computer Science Department

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Learn the basics of network security, encryption, firewalls, and ethical hacking. Students are introduced to security protocols, penetration testing, and risk mitigation strategies. Internship Phase (Month 2):
Work on minor/major tasks like simulated attack-defense scenarios, vulnerability assessments, and creating security reports for a sample IT system.

Cybersecurity & Ethical Hacking

Computer Science Department

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Begins with HTML, CSS, and JavaScript, followed by training in MongoDB, Express.js, React.js, and Node.js. Students learn full-stack development including APIs and deployment. Internship Phase (Month 2):
Build real-world web apps like a task manager, portfolio website, or e-commerce platform with both frontend and backend integration.

Web Development with MERN Stack

Computer Science Department

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Start from core Java syntax and concepts like loops, arrays, and strings. Then, advance into Object-Oriented Programming (OOPs), exception handling, file I/O, and GUI applications using JavaFX/Swing. Internship Phase (Month 2):
Develop student management systems, inventory apps, or mini IDEs as hands-on projects using Java.

Java & OOPs

Computer Science Department

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