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YouTube

From Prompt to Production - Building Real-Time Data Applications with AI

Open Data Science via YouTube

Overview

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Learn how to transform raw data into actionable insights using AI-powered dashboard development in this 48-minute webinar. Discover how Plotly AI revolutionizes the dashboard creation process through natural language-driven development of sophisticated data applications. Follow a comprehensive real-world workflow starting with data ingestion and exploration using Plotly AI's natural language interface to understand streaming datasets. Master visualization creation techniques by generating complex charts, time-series plots, geographic maps, and statistical visualizations that update in real-time through simple prompts. Explore dashboard assembly methods for combining individual visualizations into cohesive, interactive dashboards with filtering capabilities and cross-filtering functionality. Understand deployment and sharing strategies for instantly making applications available to stakeholders. Gain insights into leveraging AI-assisted tools to accelerate dashboard development, building real-time data applications without extensive coding requirements, translating business requirements into effective visualization specifications, and implementing best practices for deploying and sharing interactive data applications.

Syllabus

From Prompt to Production: Building Real-Time Data Application with AI with Mingo Sanchez

Taught by

Open Data Science

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