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Automation Path

Automation Path

advanced 7 lessons ~14h

Build AI-powered automations that save hours every week. From simple scripts to complex agent workflows.

Prerequisites

  • Programming basics
  • API experience helpful

Lessons

1

Thinking in Automation

25 min

Identify tasks worth automating. Cost/benefit analysis for AI automation.

2

AI-Powered Scripts

40 min

Write Python scripts that use LLMs for data processing, summarization, and classification.

3

Building Workflow Agents

50 min

Create agents that can browse, search, extract data, and make decisions autonomously.

4

Multi-Agent Systems

45 min

Design systems where multiple AI agents collaborate on complex tasks.

5

AI Data Pipelines

40 min

Process and transform data at scale using LLMs. ETL with intelligence.

6

Monitoring AI Automations

35 min

Set up logging, alerting, and quality checks for production AI workflows.

7

Scaling AI Operations

35 min

Cost optimization, caching strategies, and fallback patterns for production AI.

Other Learning Paths

Beginner Path

8 lessons · ~12h

Developer Path

8 lessons · ~16h

Content Creator Path

7 lessons · ~10h

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