LLMs will Transform Data Science - Here's How

Rabbitmetrics · Intermediate ·🧠 Large Language Models ·2y ago
LLM Function Calling will 10x your Data Science Efficiency. I'll show you how to leverage OpenAI to create a targeted communication pipeline for email marketers using the email service provider Klaviyo as a demonstration. Code and data used in the video: https://github.com/rabbitmetrics/openai-datascience Estimating age from name: https://fivethirtyeight.com/features/how-to-tell-someones-age-when-all-you-know-is-her-name/ Copywriting frameworks for email marketing: https://www.chasedimond.com/25-chatgpt-copywriting-prompts-1 https://twitter.com/ecomchasedimond ▬▬▬▬▬▬ V I D E O C H A P T…
Watch on YouTube ↗ (saves to browser)

Chapters (8)

Intro: LLM Function Calling
3:00 Extracting Structured Data From Text
4:30 Predicting Buyer Personas
13:48 Tagging Customers
15:00 Engineering Email Marketing Campaigns with LLMs
18:00 Analyzing Email Marketing Data
21:20 LangChain Tagging as a Data Analysis Tool
22:40 Generating Actionable Insights with LLMs
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Next Up
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)