Discover best practices for developing Machine Learning-powered applications that drive business-critical KPIs in this ODSC West 2019 conference talk. Explore a rapid prototyping framework for creating engaging personalization experiences, learn about the mindsets and skills needed for innovation roadmaps, and understand how to evaluate AI-powered solution vendors. Gain insights on designing online experiments for quick iteration towards improved customer experiences. Delve into topics such as identifying the right problems to solve with AI, focusing on customer experience, prioritizing initiatives, choosing appropriate metrics, and evaluating AI startups. Learn about the importance of having the right team, embracing failure, and maintaining the proper mindset for successful AI implementation in enterprise settings.
Accelerating AI-Driven Innovation in Your Enterprise - ODSC West 2019
Overview
Syllabus
Introduction
How do we get our AI initiatives to deliver benefits
Are you sure that you want AI to solve your problem
You have sorted and for structure in place
Do you have the right team
Are you willing to fail
Frank Lloyd quote
Abandoning discomfort
The right mindset
The right problem
Clippy example
Focus on customer experience
Two types of problems
Consumer desirability
Prioritize initiatives
Choose the right metrics
Get no company out there
AI startups raise more money
AI startups bamboozling companies
AI startup checklist
Product market fit
Summary
Questions
Machine Learning Teams
Launchpad Lynx
Taught by
Open Data Science
