Advanced AI Adventures
Ignite your child’s passion for technology with our Holiday Virtual Camp, tailored for aspiring coders aged 7 to 16!
Course Overview
Prerequisites- Python Basics,Basic Data Science & ML
Embark on Advanced AI Adventures a thrilling five-day exploration into the deeper realms of Artificial Intelligence. Designed for kids who have a foundational understanding of AI, this course takes them a step further into advanced topics like deep learning, neural networks, and natural language processing.
Each day unfolds new mysteries of how AI mimics the human brain, recognizes images, processes language, and even creates chatbots. Our interactive and practical approach to learning ensures that students not only grasp complex concepts but also apply them creatively in projects like AI chatbots and simple AI-driven games.
Course Curriculum:
Day 1: AI's Mimicry of Human Brain
- Introduction to Deep Learning,Applications
- Understanding how AI mimic Human Brain
- Exploring Structure & Types of Neural Networks
- The Role of Deep Learning in Modern AI
- Hands-On Activity: Building a Basic Neural Network
Day 2:Object Detection using AI
- Introduction to Object detection using AI.
- Understanding Convolutional Neural Networks(CNNs)
- The Process of Image Recognition with CNNs
- Object Detection in Images
- Hands on Exercises
Day 3: AI's Text extraction from Image
- Introduction to Natural Language Processing (NLP)
- Understanding text processing
- Text summarization,Sentiment Analysis
- Overview of Optical Character Recognition (OCR)
- Practical Exercise: Extracting Text from Images using OCR
Day 4: AI Chatbot Creation
- Introduction to Generative AI: Concepts and Applications
- Understanding How Chatbots Works
- Steps to Design a Basic AI Chatbot
- Hands-On Workshop: Building Your Own Simple Chatbot
- Exploration of Advanced Features in Chatbot Technology
Day5: AI Self Driving Car
- Introduction to AI Self-Driving Cars
- Exploring AI components of Self Driving Cars
- Introduction to Humanoid Robots
- Introduction to AI Weather Prediction Models
- Basics of AI Health Monitoring Tool