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Data Science with GPT-4 Code Interpreter: From Problem to Visualization - A Complete Project Demo

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Overview

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Watch a comprehensive demonstration video showcasing a complete data science project powered by GPT-4's Code Interpreter. Follow along as the presenter processes a multi-file zip dataset containing over 5,000 EU science project descriptions, implementing Python code for data cleaning, error handling, and advanced analysis. Learn how GPT-4 automatically generates code for clustering algorithms, dimensionality reduction, and creates stunning 3D thematic cluster visualizations. Explore the current capabilities and limitations of Code Interpreter when working with t-SNE, UMAP, and DBSCAN clustering algorithms. Gain valuable insights into how this powerful OpenAI tool can streamline the data science workflow, automating the journey from problem definition to code implementation and meaningful insights.

Syllabus

GPT-4 Code Interpreter for Data Science - DEMO

Taught by

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