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Automated Data Insight Generation

Data Science & Analytics

Goal: Automate data collection, analysis, and insight generation

Complete workflow for generating actionable business insights from data.

Workflow Steps

1

Data Collection

Gathers data from multiple sources

Tools Used:

Sisense AIMicrosoft Power BI AI
2

Data Cleaning

Cleans and prepares data for analysis

Tools Used:

DataRobot
3

Advanced Analysis

Builds/predicts with ML models

Tools Used:

H2O.aiGoogle Vertex AI
4

Dashboarding

AI creates reports/visualizations

Tools Used:

Tableau AILooker AI
5

Insight Distribution

Sends insights and recommendations

Tools Used:

HubSpot AI
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