Video description
Presented by Anusua Trivedi, Sr Data Scientist Lead, AI for Good at Microsoft
AI serves the purpose of enabling human beings in making better decisions. In this session, we talk about how the actions of AI are the result of the human inputs going into its programming. We talk about how an AI’s bias is not its own, but the human bias with which it has been programmed. We emphasize the choice of the right metric and the type of data used for testing and training to avoid such bias. We discuss the need to understand the dependence between the data used and the models employed and optimize only areas that matter. We discuss how to focus on feature engineering and be thoughtful about the ethics of ML applications. Other issues such as the need for regulations and other considerations within it that require deliberation are also touched upon.
Table of contents
Product information
- Title: The AI Knobs, Tips and Tricks to Jumpstart AI projects
- Author(s):
- Release date: September 2019
- Publisher(s): Data Science Salon
- ISBN: None
You might also like
audiobook
Generative AI in the Real World: Learning How to Do AI Effectively with Alfred Spector
Alfred Spector has been a leader in AI and machine learning at Google, IBM, and Two …
book
The AI Ladder
AI may be the greatest opportunity of our time, with the potential to add nearly $16 …
audiobook
Generative AI
The future of AI is here. The world is transfixed by the marvel (and possible menace) …
audiobook
Generative AI in the Real World: Andrew Ng on where AI is headed. It’s about agents.
Andrew Ng is one of the pioneers of modern AI. He was Google Brain’s founding technical …