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AI Forge
Build a foundation in AI/ML, explore GenAI tools, and develop an ML pipeline for a UN Sustainable Goal capstone, with opportunities to present to industry and academia.
PROGRAM HIGHLIGHTS
- Gain a foundational understanding of AI/ML.
- Understand the mathematical concepts behind ML algorithms.
- Prepare for the future with knowledge of cutting edge technologies and tools in GenAI.
- Explore customization and fine tuning of pre-trained ML models.
- Complete a capstone project with datasets related to one of UN sustainable goals.
- Hone your presentation skills and showcase your work to esteemed audience from academia and industry.
PROGRAM STRUCTURE
- Duration: 3 weeks, M-F (15 sessions in all)
- Session Length: 2 hrs
- Format: All sessions are conducted live online via Zoom, ongoing support available via Slack
- Content:
- Presentations
- Interactive discussions
- Exercises
- Peek at real life applications of AI
REQUIREMENTS
- Grades 11 – 12
- Python proficiency
- Pre Calculus or AP Calculus or AP Statistics
SCHEDULE & FEES
- Cohort 1: June 09 – June 27 (2:00 PM – 4:00 PM PST)
- Cohort 2: July 07 – July 25 (10:00 AM – 12:00 PM PST)
- Cohort 3: July 07 – July 25 (5:00 PM – 7:00 PM PST)
- Fee: $800 for one session
Curriculum Overview
Monday | Tuesday | Wednesday | Thursday | Friday | |
Week 1 | Introduction to DS. | Statistics Distribution. | Data Exploration. | Linear Regression Logistic Regression. | Machine Learning Basics. |
Week 2 | Bayes Theorem Naive-Bayes algorithm. | Decision Tree/Random Forest. | K-means clustering. | Time Series. | ChatGpt/GenAI. |
Week 3 | Introduction to Capstone. | Capstone. | Capstone. | Presentation Prep. | Culmination. |
Explore Our Other Programs
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AI Insights
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AI RESEARCH
Formulate research questions, build predictive models, and conduct research using real-world datasets.
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