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Natural Language Query and Conversational Interface to Apache Spark

Databricks via YouTube

Overview

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Explore the potential of conversational analytics for Apache Spark in this 25-minute talk from Databricks. Discover how natural language processing and SQL translation can make big data analysis accessible to non-technical users. Learn about the integration of dialog management, natural language generation, data modeling, and automated visualization to create a seamless conversational interface. Understand how this technology enables users to query complex datasets using plain English, potentially improving data literacy and decision-making across various fields. Gain insights into the components of conversational BI analytics, including requirement gathering, and see a demonstration of a conversational interface in action.

Syllabus

Introduction
Data Adoption
Collaboration Tools
Data Gap
Dashboards and Reports
Age of the Augmented Consumer
Conversational BI Analytics
Conversational Analytics Definitions
Cubo
Demo
Demo Conversational Interface
Requirement Gathering

Taught by

Databricks

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