September 2 – 3, 2020
THE WORLD’S LARGEST
AI/ML Bootcamp for Managers
Location: Virtual Bootcamp,
Time: Cohort A: 1:30 PM – 4:30 PM PT, Cohort B: 7:30 PM – 10:30 PM PT
AI/ML Bootcamp for Managers!
This workshop will provide an introduction to AI for managers. We are at an inflection point in applying artificial intelligence (AI) to many, many fields. This workshop provides an introductory overview of AI methodologies and implications for managers. We will begin by discussing a how a popular type of AI works -specifically deep learning and neural networks. We will inspect AI applications in certain industry segments as case studies to determine questions that should be asked as we deploy AI. Selected guest speakers will talk about their experiences in deploying and monetizing AI applications. By the end of the workshop, attendees will understand how AI techniques work so they can converse with internal and external data science teams, evaluate the business potential of AI projects before investing in such projects, and critically evaluate AI products.
This is an introductory workshop. As such no computer science, or programming experience is needed, but since the bootcamp is intended to have substance, an understanding of middle-school math (e.g., simple algebra) is expected.
Bootcamp Instructor/Moderator: Dr. Ronjon Nag
Ronjon Nag has deployed artificial intelligence systems over three decades. He received a PhD in engineering from Cambridge, an MS from MIT. He is a currently an Interdisciplinary Stanford Distinguished Careers Institute Fellow based at the Stanford Center for the Study of Language and Information, and teaches popular introductory AI classes. He received the IET Mountbatten Medal at the Royal Institution for services to the mobile industry. Companies he has co-founded or advised have been sold to Motorola, BlackBerry, and Apple. He is an advisor to several AI-oriented companies including Healx, a machine learning drug discovery company; Algodynamix, a stock market risk analysis firm, and GTCardio, a health wearables company. He is the Director MIT Alumni Angels of Northern California. Ronjon first became a TiE Charter Member in 1996 and is an active TiE Angel Investor.
Dr. Ronjon Nag March 26, 2019
Stanford CSLI-Distinguished Careers Institute
David Stevens April 5, 2019
Eric Saund Ph.D.April 25, 2019
Vaidhi Nathan April 25, 2019
President & CEO
Matteo ColomboMay 7, 2019
Principal – Information Services, KPMG
|9:00 AM||20 min||Opening Remarks|
|9:20 AM||85 min||Introduction to AI|
|10:45 AM||20 min||Break|
|11:05 AM||55 min||AutoML|
|12:00 PM||60 min||Lunch|
|1:00 PM||30 min||Data Manipulation|
|1:30 PM||45 min||Tensorflow 2.0|
|2:15 PM||30 min||Natural Language Processing (NLP)|
|2:45 PM||50 min||Training a GAN using Keras|
|3:35 PM||25 min||Break|
|4:00 PM||60 min||Future of AI and which types of AI companies may succeed|
What to bring
- Laptop for the hands-on labs
- Photo ID for verification