The Fifth Elephant 2024 Annual Conference (12th &13th July)
Maximising the Potential of Data — Discussions around data science, machine learning & AI
Jul 2024
8 Mon
9 Tue
10 Wed
11 Thu
12 Fri
13 Sat 09:00 AM – 06:05 PM IST
14 Sun
Maximising the Potential of Data — Discussions around data science, machine learning & AI
Jul 2024
8 Mon
9 Tue
10 Wed
11 Thu
12 Fri
13 Sat 09:00 AM – 06:05 PM IST
14 Sun
Karthik Shashidhar
@karthiks
Submitted Jun 13, 2024
LLMs have transformed data analysis. With their ability to generate code to analyse data given appropriate prompts and instructions, LLMs are forming the bedrock of a new suite of data analysis tools.
However, thanks to their ability to hallucinate, and that they are occasionally very poor logically, the role of LLMs in data analysis so far has been restricted to being copilots, who human data analysts can “pair program” with.
This talk is about how LLMs can go beyond being just copilots - how we can effectively pair LLMs with more conventional statistical methods to produce true “AI Data analysts”, that can generate insight and tell stories from data without any human prompts.
All of this is core to the product we are building at Babbage Insight, with the objective of delivering Exceptional Insights to business decision-makers.
This approach will enable our product to anticipate questions that business decision-makers might have, and present them with a personalised news feed of key stories about their business.
Jul 2024
8 Mon
9 Tue
10 Wed
11 Thu
12 Fri
13 Sat 09:00 AM – 06:05 PM IST
14 Sun
Hosted by
Supported by
Gold Sponsor
Sponsor
Community Partner
Beverage Partner
{{ gettext('Login to leave a comment') }}
{{ gettext('Post a comment…') }}{{ errorMsg }}
{{ gettext('No comments posted yet') }}