Advanced Summer Courses
This is our final and most advanced course this summer. This course will happen in the last week of classes, from Aug 5th - Aug 9th.
Introduction to AI and ML
REC: (7th-9th Grade)
This course provides an engaging introduction to Artificial Intelligence (AI) and Machine Learning (ML) for middle and high school students who have prior experience in Python, preferably having completed the Advanced Python Programming course from SCV Coding, students will explore the basics of AI and ML, review essential Python programming concepts, and get familiar with key Python libraries such as NumPy, Pandas, Matplotlib, and Seaborn. They will learn to visualize data, understand different types of machine learning, and implement basic ML algorithms using Scikit-Learn. Additionally, students will evaluate and improve ML models using various metrics and techniques, and get introduced to deep learning concepts and libraries like TensorFlow and Keras. Through hands-on activities and projects, including a final project developing a complete ML solution, students will gain the knowledge and skills to create their own machine learning models, showcasing their understanding of AI and ML concepts.