Data & AI Automation
Work with data, build dashboards and AI automations
6 modules
8–10 weeks
Beginner to job-ready
By the end: Ship a working dashboard or automation for a real TEN Labs venture.
Course modules
A module-by-module breakdown of everything you will learn.
Data Foundations
Get fluent in working with real-world data.
- Data types and sources
- SQL and data querying basics
- Data cleaning and preparation
Building with AI & Automation Tools
Connect systems so data moves on its own.
- Workflow automation platforms
- Connecting APIs and data pipelines
- Scheduling and triggers
Dashboards & Visualization
Turn raw data into something people actually read.
- Designing dashboards
- Choosing the right charts
- Dashboard tools (Looker Studio, Power BI basics)
AI-Powered Data Pipelines
Use AI to do more with the same data.
- Using AI for data transformation
- Anomaly detection
- Predictive basics
Monitoring & Reliability
Keep automations running when you are not watching.
- Testing automations
- Error handling and alerts
- Maintaining pipelines at scale
Capstone: Automate for a Real Venture
Ship something a real company will actually use.
- Build a dashboard or automation for a TEN Labs challenge
- Deploy and monitor it
- Present the impact to mentors
Ready to start building?
Put this path into practice on a real TEN Labs venture challenge.
Explore other courses
View all coursesAI for Developers & Builders
Build apps, automate workflows, and ship products with AI
Product & System Design
Design products, systems and businesses with AI
Marketing with AI
Create content, campaigns and growth systems with AI
Finance with AI
Model, analyze and make smarter financial decisions with AI