My Exciting Summer at Stanford AI4All
Nidhi Parthasarathy, June-July 2022
This summer, I got the exciting opportunity to attend the AI4All program hosted by Stanford’s HAI (human-centric AI) Lab. I have always been interested in computer science, from a young age, creating apps and coding competitively. However, it was only recently that I started getting interested in AI/ML (artificial intelligence and machine learning). I saw a captivating TED talk from Fei-Fei Li about computer vision and AI and got excited, and the AI4All program was a great opportunity to learn more.
How exactly do we get machines to “think” on their own? Beyond personal assistants like Apple, Siri, and Google Home, and Netflix and Youtube recommendations, where else could ML be used?
The AI4All program lived up to all my expectations and more. After 14 exciting days, jampacked with educational lectures and fun projects to teach us AI/ML, I learned a lot about AI and its numerous applications. I got the opportunity to hear from distinguished researchers in both academia and industry, and learn about the latest developments in the area (and see some very cool demos).
My favorite part of the program was the capstone project where I worked with three other students to develop a new ML application to analyze X-rays to detect chest diseases.
In this series of sixteen blog posts, I will provide a day-by-day description of my AI4All experience. For a shorter summary, please see the article at the Stanford HAI lab blog page.
I hope you have fun following my learning journey, from curious naive questions to developing a working ML application!
Read on for day 1 or go directly to any of the days below based on your interest.
Day-by-day blog posts of my summer at AI4All
My Exciting Summer at Stanford AI4All
AI4All Day 1: An Exciting Start, Introduction to AI, Stanford HAI Demos
AI4All Day 2: Diving into Machine Learning, Medical AI, Optimization and Design Thinking
AI4All Day 3: Programming With Python, AI in Robotics, and Cool AI Demos
AI4All Day 4: More on Python, Natural Language Processing, Ethics in AI
AI4All Day 5: Data Science, Computational Biology, and a Thrilling First Week
AI4All Day 6: Image Processing, AI in Radiology, and Career Networking
AI4All Day 7: Complex Neural Networks, Soft Robots, and Transporting Atoms
AI4All Day 8: All about Metrics, Self-supervised learning, and AI for Social Good
AI4All Day 10: Working with Our Model, The Future of Technology, AI for Mental Health
AI4All Day 11: Improving the Accuracy of our Model, Robust Learning, and Industry Panel
AI4All Day 12: Capstone project debugging and key insights, AI for Health Care
AI4All Day 13: Sprinting to the finish, AI for Sustainability
AI4All Day 14: The Final Day, Exciting Capstone Presentations, AI4All Alumni Changemakers
AI4All Reflections: A Fantastic Journey of Learning and Self-Discovery