Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Simplifying Data Analysis and Visualization with Developer Tools and AI

Visual Studio Code via YouTube

Start learning Write review
Corporate Finance Institute Ad

Learn Excel and Financial Modeling the Way Finance Teams Actually Use Them

Learn More → Noble Desktop Ad

Live Online Classes in Design, Coding & AI — Small Classes, Free Retakes

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This talk demonstrates how non-Python developers can go from finding an open dataset to analyzing it and creating visual insights with developer tools and AI assistance. It introduces a reusable Codespaces environment, Jupyter notebooks, Data Wrangler, GitHub Copilot, and LIDA.

Syllabus

Simplifying Data Analysis & Visualization with Developer Tools & AI
Follow along
Introduction - Data Analysis Challenges & Goals
GitHub Codespaces - Reusable environments
Jupyter Notebooks - Make it reproducible
GitHub Copilot - AI-assisted learning
Visual Studio Code - Productivity extensions
Open Datasets - Data Wrangler
Resonsible AI toolkit - Model debugging for fairness
Project LIDA - AI-assisted intuition & visualization
Azure AI Studio - Paradigm shift to LLM Ops
Summary - Questions & Next Steps

Taught by

Visual Studio Code

Reviews

Start your review of Simplifying Data Analysis and Visualization with Developer Tools and AI

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.