AI-Powered Data Analysis: Harnessing AI and LLMs to Simplify Your Work
Data Analysis, Automation, Python, AI, LLM
Ismael Pineda
In this workshop, we'll dive into how AI and Large Language Models (LLMs) are revolutionizing data analysis. From automating tedious tasks like data preparation and exploratory data analysis (EDA) to simplifying visualisation, these tools empower you to focus on what truly matters: extracting insights and driving better decisions. Through real-world guided examples and a practical group exercise, you'll learn how AI and LLMs can save you time, streamline your workflow, and eliminate the need for repetitive tasks or complex coding in Python. Whether you're a seasoned analyst or new to the field, this introductory session will showcase practical ways to enhance your data analysis process with AI.
canela Workshop
€50
Max. Attendees: 25
Free registration for Early Bokeron ticket holders and a discount
for all others
Key Takeaways
Using AI LLM models for data analysis is simple and straightforward.
AI can help you to reduce time spent coding to focus on problem-solving and extracting valuable insights.
Professionals with AI skills will stay competitive in the field.
Target Audience
Junior-Mid Data Professionals
Managers, team leaders or Business People
AI Enthusiast and Tech Students
Requirements
A laptop (Windows, Mac, or Linux)
Basic Python programming knowledge
Basic AI knowledge
Duration
3 hours
Workshop Schedule
Welcome & Introduction (10 Min)
Check in and data warm up
Introduction to the topic, objectives, and relevance of AI in Data Analysis
Data Analysis Tools and API Keys (15 Minutes)
Overview of Notebooks for Data Analysis
Accessing AI LLM models for free
AI in Practice - Guided Learning (45 Minutes)
Setting up Python to make use of LLM models
Interact with data using natural language
Clean, model, explore, and visualize data using AI to generate insights
Break (15 Min)
Time to have a quick toilet break, get a drink, and stretch your legs.
Hands-On Activity (45 Min)
Try it yourself! Work individually or in small groups, choosing among different datasets to analyze.
Let your imagination fly and explore what you think is important using AI to come up with relevant insights.
Present Your Work (20 Minutes)
Some of you will have the opportunity to present your data findings and insights to the group (5 mins each max)
Showcase what you've learned in a supportive environment where you can learn and inspire others.
