AI Chat: ChatGPT, AI News, Artificial Intelligence, OpenAI, Machine Learning AI in Ad Recommendations with Praveen Kolli
Dec 8, 2023
Praveen Kolli, Staff ML Engineer at DoorDash, discusses the role of AI in the delivery industry and the impact of deep learning and ads ranking algorithms on user experiences and platform efficiency. Topics include developing deep learning models for ad recommendations, machine learning problems in retrieval and ranking for targeting, choosing the right tech stack for data operations in ML projects, and challenges of translating academic research into real-world applications.
Chapters
Transcript
Episode notes
1 2 3 4 5
Introduction
00:00 • 2min
Developing Deep Learning Models for Ad Recommendations
01:42 • 3min
Machine Learning Problems in Retrieval and Ranking for Targeting
04:26 • 10min
Choosing the Right Tech Stack for Data Operations in a Machine Learning Project
14:42 • 4min
Challenges of Translating Academic Research into Real-World Applications
18:26 • 8min