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AI & Automation
Learn how to apply AI tools to automate workflows and boost productivity
Intermediate
6 Weeks
2026 Edition
About this course
Learn how to apply cutting-edge AI models and no-code automation tools to streamline workflows and boost execution speed. Connect APIs, automate repetitive tasks, and build self-running business scenarios with Make.
What will you learn
Automate business processes using no-code engines like Make and n8n
Integrate LLM APIs (OpenAI, Anthropic) into automated software workflows
Engineer advanced multi-step prompt chains for maximum accuracy
Your requirements
Familiarity with basic web applications
Problem-solving mindset
Course curriculum
Chapter 1:
Automation Fundamentals & Webhooks
Lessons:
5
Duration:
40 mins
Principles of Process Automation
Map operational bottlenecks and identify high-ROI automation candidates.
Webhooks & REST API Fundamentals
Understand JSON payloads, HTTP request methods, and API authentications.
Getting Started with Make.com & n8n
Build basic triggers, actions, and linear data pipelines between apps.
Routers, Filters & Data Parsers
Direct complex workflows conditionally using regex, logic branching, and arrays.
Error Handling & Auto-Recovery
Implement rollback paths, break directives, and automated error logging.
Chapter 2:
Integrating AI & Large Language Models
Lessons:
5
Duration:
50 mins
LLM API Integration (OpenAI/Anthropic)
Connect API keys and send programmatic prompts to generate structured data.
Advanced Prompt Engineering for Logic
Structure few-shot prompts, system prompts, and strict JSON output schemas.
Automated Content & Copy Pipelines
Build automated systems to summarize, rewrite, and format content at scale.
Document Processing with AI OCR
Extract key metrics, invoices, and structured records from PDFs and images.
Multi-Step LLM Prompt Chains
Chain multiple AI calls to refine, fact-check, and enrich complex responses.
Chapter 3:
Autonomous Agents & Production
Lessons:
5
Duration:
55 mins
Building AI Customer Support Bots
Deploy context-aware chatbots connected to internal knowledge bases.
Vector Databases & Semantic Search
Use Pinecone and embeddings to retrieve relevant documents dynamically.
CRM & Database Sync Workflows
Keep Airtable, HubSpot, and Notion databases perfectly synced in real time.
Cost Optimization & API Rate Limits
Monitor token usage, optimize prompt lengths, and cache frequent queries.
End-to-End Autonomous Agent
Launch a self-operating business system that takes inputs and performs actions.
Xavier Chen
AI Systems Engineer & Automation Architect
Specializes in building autonomous business workflows, custom LLM agents, and no-code enterprise integrations.