Secondary & College Courses
Start with a shared foundation, then choose your path: AI Track or Robotics + AI Track
Designed for students in grades 6-12 and non-CS college students.
Register NowStage 1: Shared Foundation
All students start here. Build universal skills in Python, Data Science, and Mathematics for AI.
2400 - Python for Beginners
10 lessons
Master Python fundamentals: syntax, loops, conditionals, and problem-solving skills.
Hover for details
2400 - Python for Beginners
Perfect starting point for students new to programming. Covers variables, data types, functions, and basic programming concepts. This foundational course introduces students to Python syntax, control structures, loops, and problem-solving techniques essential for all future courses.
2410 - Python Projects for Beginners
10 lessons
Apply Python to creative projects and build logic and confidence.
Hover for details
2410 - Python Projects for Beginners
Hands-on projects that reinforce Python concepts. Build games, calculators, and interactive applications while developing problem-solving skills. Students will create multiple practical projects that demonstrate their understanding of Python programming fundamentals.
2420 - Python Data Science
10 lessons
Learn data analysis using pandas, NumPy, and matplotlib.
Hover for details
2420 - Python Data Science
Essential data science skills for AI. Learn to manipulate datasets, perform statistical analysis, and create visualizations using industry-standard libraries. This course covers pandas for data manipulation, NumPy for numerical computing, and matplotlib for data visualization.
2440 - Mathematics for Machine Learning
10 lessons
Develop understanding of algebra, probability, and linear algebra for AI.
Hover for details
2440 - Mathematics for Machine Learning
Build the mathematical foundation needed for AI and machine learning. Covers vectors, matrices, statistics, and probability theory essential for understanding ML algorithms. Students will learn the mathematical concepts that power modern AI systems.
2430 - Introduction to Competitive Programming
10 lessons • Optional
Learn problem-solving strategies and algorithms for competitive programming challenges.
Hover for details
2430 - Introduction to Competitive Programming - Optional
Optional course for students interested in coding competitions. Learn efficient algorithms, time complexity analysis, and problem-solving techniques used in contests like USACO and Codeforces. Develop skills to solve complex algorithmic problems under time constraints.
2450 - Python Data Structures and Algorithms
10 lessons • Optional
Master fundamental data structures and algorithms using Python.
Hover for details
2450 - Python Data Structures and Algorithms - Optional
Optional course covering essential computer science fundamentals. Learn arrays, linked lists, trees, graphs, sorting, and searching algorithms to write efficient code. This course provides the algorithmic thinking skills needed for advanced programming and software development.
AI & Data Science Program
Software-Only Track • Perfect for Online Learning
Stage 2: Core AI
2460 - Python Machine Learning
10 lessons
Learn machine learning with scikit-learn
Hover for details
2460 - Python Machine Learning
Introduction to machine learning using scikit-learn. Learn supervised and unsupervised learning algorithms, model training, evaluation, and hyperparameter tuning. Build predictive models for classification and regression tasks.
2480 - Deep Learning with TensorFlow & Keras
10 lessons
Master CNNs and RNNs
Hover for details
2480 - Deep Learning with TensorFlow & Keras
Master neural networks, convolutional neural networks (CNNs) for image processing, and recurrent neural networks (RNNs) for sequence data. Build deep learning models using TensorFlow and Keras for real-world applications.
2620 - Practical AI with ChatGPT
10 lessons
LLM and API integration
Hover for details
2620 - Practical AI with ChatGPT
Learn to integrate large language models (LLMs) like ChatGPT into applications. Master API integration, prompt engineering, and building AI-powered applications that leverage the power of modern language models.
2640 - AI Tools and Automation
8 lessons
Gemini, Claude, Hugging Face
Hover for details
2640 - AI Tools and Automation
Explore cutting-edge AI tools including Google Gemini, Anthropic Claude, and Hugging Face models. Learn to automate tasks, build AI workflows, and leverage pre-trained models for various applications.
2660 - Model Deployment
10 lessons • Optional
Deploy models using Streamlit, Flask, and cloud hosting
Hover for details
2660 - Model Deployment - Optional
Learn to deploy machine learning models to production. Master Streamlit for quick prototypes, Flask for custom web applications, and cloud platforms like AWS, Google Cloud, or Azure for scalable deployments.
Stage 3: Applied AI Projects
2750 - AI for Science and Engineering
10 lessons
Apply AI to real datasets and scientific problems
Hover for details
2750 - AI for Science and Engineering
Apply AI and machine learning techniques to real-world scientific and engineering datasets. Work on projects in fields like biology, chemistry, physics, and environmental science. Learn to analyze complex data and build models that solve real scientific problems.
Stage 4: Research & Competition
2900 - Innovation Competition for Beginners
8 lessons
Prepare for innovation competitions
Hover for details
2900 - Innovation Competition for Beginners
Learn the fundamentals of innovation competitions. Develop skills in ideation, project planning, and presentation. Prepare for competitions like Congressional App Challenge, Samsung Solve for Tomorrow, and other innovation-focused contests.
2920 - AI Research and Competition Lab
12 lessons
ISEF / Congressional App Challenge preparation
Hover for details
2920 - AI Research and Competition Lab
Comprehensive preparation for prestigious science competitions like Regeneron ISEF and Congressional App Challenge. Learn research methodology, data analysis, scientific writing, and presentation skills. Build publishable AI research projects.
2940 - AI Ethics, Fairness & Explainability
8 lessons
Responsible AI development
Hover for details
2940 - AI Ethics, Fairness & Explainability
Explore the ethical implications of AI systems. Learn about bias, fairness, transparency, and explainability in machine learning. Understand how to build responsible AI systems that are fair, accountable, and beneficial to society.
2960 - AI Project Management
8 lessons • Optional
Documentation, GitHub, and teamwork skills
Hover for details
2960 - AI Project Management - Optional
Learn essential project management skills for AI development. Master version control with GitHub, technical documentation, code organization, and collaborative development practices. Essential for working on team projects and maintaining professional codebases.
AI-Powered Robotics Program
Hardware + Software • Hands-On Learning
Stage 2: Robotics Core
2100 - Intermediate Robotics Sensors (Arduino)
10 lessons
Hardware basics with Arduino
Hover for details
2100 - Intermediate Robotics Sensors (Arduino)
Learn to interface various sensors with Arduino microcontrollers. Work with ultrasonic sensors, infrared sensors, temperature sensors, and more. Build projects that sense and respond to the environment.
2300 - Intermediate Robotics Car (Arduino)
10 lessons
Autonomous control systems
Hover for details
2300 - Intermediate Robotics Car (Arduino)
Build and program an autonomous robotic car using Arduino. Learn motor control, sensor integration, and basic navigation algorithms. Create a robot that can navigate obstacles and follow paths.
2500 - Advanced Robotics Sensors (Raspberry Pi)
10 lessons
Camera & data logging
Hover for details
2500 - Advanced Robotics Sensors (Raspberry Pi)
Advance to Raspberry Pi for more sophisticated sensor integration. Work with cameras, IMU sensors, and advanced data logging. Learn to process sensor data using Python on Raspberry Pi.
2700 - Advanced Robotics Car (Raspberry Pi)
10 lessons
Vision integration
Hover for details
2700 - Advanced Robotics Car (Raspberry Pi)
Build an advanced robotic car with Raspberry Pi that integrates computer vision. Learn to process camera feeds, detect objects, and make navigation decisions based on visual input. Combine hardware and software for intelligent robotics.
Stage 3: AI Integration
2710 - Robotics and Computer Vision
10 lessons
OpenCV / ML object tracking
Hover for details
2710 - Robotics and Computer Vision
Integrate computer vision into robotics using OpenCV and machine learning. Learn image processing, object detection, tracking, and recognition. Build robots that can see and understand their environment.
2730 - AI for Robotics (TinyML)
10 lessons
Edge AI deployment
Hover for details
2730 - AI for Robotics (TinyML)
Deploy machine learning models directly on microcontrollers and edge devices. Learn TinyML techniques to run AI inference on resource-constrained hardware. Build intelligent robots that make decisions locally without cloud connectivity.
Stage 4: Innovation & Competition
2910 - Innovation Competition for Beginners
8 lessons
Prepare for innovation competitions
Hover for details
2910 - Innovation Competition for Beginners
Learn the fundamentals of innovation competitions with a focus on robotics projects. Develop skills in ideation, prototyping, and presentation. Prepare for competitions like Samsung Solve for Tomorrow, Conrad Challenge, and other innovation-focused contests.
2930 - AI Research and Competition Lab
12 lessons
Robotics projects for ISEF
Hover for details
2930 - AI Research and Competition Lab
Comprehensive preparation for prestigious science competitions like Regeneron ISEF with robotics-focused projects. Learn research methodology, hardware documentation, scientific writing, and presentation skills. Build publishable AI-powered robotics research projects.
Your Learning Path
Start with Stage 1, then choose your specialization
Foundation
Python, Data Science, Math
AI or Robotics
Based on your interests
Advanced Skills
ML, DL, or Hardware
ISEF & Research
Build publishable projects
Ready to Start Your Journey?
Join hundreds of students mastering AI and Robotics. Start with Stage 1 today!
Register Now