Artificial Intelligence, Data Analysis and Insight Engine

Microsoft Researchers Introduce InsightPilot: An LLM-Empowered Automated Data Exploration System

Marktechpost

DECEMBER 24, 2023

Data exploration is an important step in data analysis that extracts key insights using multiple steps such as filtering, sorting, grouping, etc. However, this process is generally interactive and requires the user to manually explore the data, making the process time-consuming and necessitating domain expertise.

LLM

LLM Automation Insight Engine Data Analysis

Unlock the potential of generative AI in industrial operations

AWS Machine Learning Blog

MARCH 19, 2024

This eliminates the need for data scientists to manually develop specific ML models for each use case, and therefore democratizes AI access, benefitting even small manufacturers. Agents like PandasAI come into play, running this code on high-resolution time series data and handling errors using FMs. a challenge-level question).

Generative AI

Generative AI Python AI AI

Artificial Intelligence Zone

Microsoft Researchers Introduce InsightPilot: An LLM-Empowered Automated Data Exploration System

Unlock the potential of generative AI in industrial operations

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