Offered By: IBMSkillsNetwork
Create an AI agent to plot your data using natural language
Use LangChain, Llama 3, and pandas to transform your data into interactive, visual conversations. Learn to build a conversational agent that dynamically generates data visualizations from natural language queries. Enhance decision-making with timely insights and make complex data analysis accessible to all team members. Improve your data-driven strategies with cutting-edge conversational AI and visualization tools. Navigate and manipulate large datasets using conversational queries, preparing you for advanced data analysis scenarios.
Continue readingGuided Project
Artificial Intelligence
618 EnrolledAt a Glance
Use LangChain, Llama 3, and pandas to transform your data into interactive, visual conversations. Learn to build a conversational agent that dynamically generates data visualizations from natural language queries. Enhance decision-making with timely insights and make complex data analysis accessible to all team members. Improve your data-driven strategies with cutting-edge conversational AI and visualization tools. Navigate and manipulate large datasets using conversational queries, preparing you for advanced data analysis scenarios.
Overview
Objective
- Create interactive data agents: Build conversational agents using LangChain and Llama 3 that can understand and respond to user queries about data stored in CSV files.
- Implement dynamic data visualizations: Learn to dynamically generate data visualizations in response to conversational queries, enabling immediate visual insights into data patterns and trends.
- Simplify data analysis: Develop skills to perform complex data analysis tasks simply by asking questions, making data analytics accessible to non-experts.
What you'll need
Estimated Effort
30 Minutes
Level
Beginner
Skills You Will Learn
Embeddable AI, LangChain, LLM, Pandas
Language
English
Course Code
GPXX0OU4EN