Data Science to AI + AI Applications
Full AI Summer Suite - 6-weeks total - over 100 hours of content!
Save 1K bundling 2 summer programs together!
Students who take our full AI summer suite become expert Data Scientists. They advance from Python Programming to Data Analytics, Machine Learning, Deep Learning, and AI Applications. All students complete 2 major projects and several mini-projects while building a portfolio of coding notebooks and slideshows highlighted on block-chain authenticated certificates that bridge Web2 and Web3.
Data Science to AI
52 Hours Total
Ages 12-14, 15-18
June 17 -28, July 8-12, Weekdays
9:15AM - 12:45PM PDT, Online
In Data Science to AI, students choose their own datasets to extract meaningful insights and make real-world predictions. We use the numpy, pandas, matplotlib, seaborn, and sklearn libraries to analyze big data and build machine learning models. We focus on writing the Python code behind AI. No experience required.
Data to Science to AI Syllabus
AI Applications
52 Additional Hours
Ages 12-14, 15-18
July 15-Aug 2, Weekdays
9:15AM - 12:45PM PDT, Online
AI Applications focuses on the Python code empowering current AI models. Students will classify images, detect astronomical objects, recommend movies and music, generating text, and generate images to detect deep fakes. With a focus on Deep Learning, students build CNNs, RNNs, LLMs, GANs, and more. Students complete several mini-projects and a special final project of their choice.
We include beginning and advanced cohorts to accommodate students with different backgrounds. Students apply what they learn in lectures during cohort time. We include daily project guidelines and daily PDFs to share expectations and sample code. Cohort time is used for project development, personalized instruction, and reinforcement or extension of core concepts.
Students receive permanent access to the Berkeley Coding Academy suite which includes over 100 4K Data Science videos, over 100 Colab Notebooks, over 100 slides, and all additional materials that students and instructors create for this class.
All you need to join is an internet connection good enough for Zoom. Please direct your inquiries to program director Corey Wade at corey@berkeleycodingacademy.com.