AI for College Students

Key Highlights

Beginner and advanced AI Programming | Hands-on AI projects | Expert trainers

Duration:

Workshops/Integrated/Year-long

Course Type:

Online/Offline per requirement

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AI for College Students

Program Curriculum

Introduction to AI & Its Applications

→What is AI and how has it evolved?
→AI in healthcare, finance, security, and automation.
→Types of AI: Narrow AI, General AI, Super AI
→Responsible AI use and ethics in AI

Programming Basics for AI & ML

→Python programming essentials for AI
→Data types, loops, functions, and object-oriented programming
→Using NumPy, Pandas, Matplotlib for data manipulation
→Hands-on: Writing and visualizing simple AI algorithms

Machine Learning Basics

→What is Machine Learning and how AI learns from data
→Supervised, unsupervised, and reinforcement learning
→Model training for pattern recognition and predictions
→Hands-on with Scikit-Learn for ML basics

Computer Vision & Image Processing

→Understanding how AI sees and analyzes images
→Basics of image classification, detection, and segmentation
→Using OpenCV and TensorFlow/Keras for vision projects
→Project: AI-powered object recognition & face detection

Natural Language Processing (NLP)

→How AI understands human language
→Speech recognition, text processing, and sentiment detection
→Introduction to NLTK, SpaCy, and chatbot frameworks
→Project: Developing a real-world AI chatbot

AI-Powered Applications & Automation

→Smart automation using AI
→AI in fraud detection, home automation, and weather forecasting
→Integrating AI with IoT for intelligent systems
→Ethical AI in automation and decision-making

AI Projects & Final Showcase

→Apply learned AI & ML skills to solve real-world challenges
→Students develop custom AI projects individually or in teams
→Final AI Expo to present projects to industry mentors & peers