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Coursera

Build Intelligent Agents Using DeepSeek & N8N

Board Infinity via Coursera

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Overview

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Learn how to automate real-world business tasks using n8n, DeepSeek.ai, and prompt engineering—without writing code. This course helps you create intelligent, no-code workflows that extract, process, and respond to data using AI tools. We begin with the first module, where you’ll set up your automation environment and get familiar with the basics of n8n, DeepSeek, and AI-driven workflow planning. The next module, the second module, covers building visual workflows using triggers, email nodes, and DeepSeek-powered agents to automate decisions and content generation. In the third module, you’ll extract insights from PDFs and emails, classify them using AI, and organize outputs in Google Sheets with tools like Poppler. In the final module, you'll test, debug, and deploy intelligent agents that are robust and production-ready. By the end, you will: - Understand the fundamentals of workflow automation using n8n and how to structure intelligent projects. - Build end-to-end workflows using triggers, nodes, and real-world data sources such as Gmail and Google Sheets. - Integrate DeepSeek into workflows to extract insights, classify data, and automate responses using large language models. This course is ideal for: -Business professionals automating repetitive tasks -Startup founders looking to build AI-driven processes -Product managers exploring no-code AI tools -Enthusiasts interested in automation and intelligent systems -Start building automation that works smarter—no code, just results. Disclaimer: This course is an independent educational resource developed by Board Infinity and is not affiliated with, endorsed by, sponsored by, or officially associated with Deepseek & n8n or any of its subsidiaries or affiliates. This course is not an official preparation material of deepseek & n8n. All trademarks, service marks, and company names mentioned are the property of their respective owners and are used for identification purposes only.

Syllabus

  • Foundations of Workflow Automation and Project Setup
    • This module establishes the foundational understanding required to begin building intelligent agent workflows using N8N and DeepSeek. It starts by introducing the core concepts of workflow automation, emphasizing how automation platforms like N8N can orchestrate tasks across systems efficiently. Learners will explore the architecture, benefits, and use cases of N8N, gaining clarity on its node-based interface, trigger mechanisms, and integration capabilities. The module also guides learners through the complete setup process—installing N8N locally or on the cloud, connecting it to external services, and preparing it to interface with DeepSeek models. By the end of this module, learners will have a working automation environment, a clear mental model of how intelligent agents operate within workflows, and the foundational skills to begin designing their own AI-powered automation projects.
  • Designing Intelligent Workflows with N8N and LLMs
    • This module dives into the practical integration of Large Language Models (LLMs) like DeepSeek within N8N workflows to create intelligent, context-aware automation solutions. Learners will explore how to design workflows that combine traditional automation logic with generative AI capabilities—enabling dynamic decision-making, content generation, data transformation, and human-like interaction within processes. The module introduces key concepts such as prompt engineering within workflows, chaining AI nodes, and managing context across steps. Through real-world examples and guided exercises, learners will learn how to architect intelligent agents that can analyze inputs, respond intelligently, and trigger further actions. By the end of this module, learners will be equipped to design and implement LLM-powered workflows that go beyond static rule-based automation, creating smarter and more adaptable systems.
  • Automating Data Analysis with DeepSeek and N8N
    • In this hands-on module, you’ll unlock the power of automation to transform raw data into actionable insights using PDFs, LLMs, and AI agents. You’ll begin by building workflows that trigger on email receipt and extract PDF content dynamically using open-source tools like Poppler. Then, you’ll harness DeepSeek’s LLM capabilities for precise information extraction—without relying on agent nodes—by mastering prompt engineering and structured data entry into Google Sheets. Finally, you’ll explore the next level of automation by integrating AI agents into your workflow. Learn to set up intelligent agents that analyze emails, extract context-rich data, and take intelligent actions—all within a single automated flow.
  • Error Handling, and Deployment
    • This module wraps up the development journey by focusing on the finalization, reliability, and deployment of intelligent workflows built with DeepSeek and N8N. The module covers techniques for logging, monitoring, and testing workflows to ensure operational resilience. In addition, the deployment process is demystified, with lessons on how to move workflows from development to production environments—whether on local servers, cloud platforms, or containerized solutions. By the end of the module, learners will be equipped to deliver stable, maintainable, and production-ready automation solutions powered by LLMs.

Taught by

Board Infinity and Mirza Rahim Baig

Reviews

5.0 rating, based on 1 Class Central review

4.1 rating at Coursera based on 40 ratings

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  • Anonymous
    Very good & useful course for career development as well as practical application also. I got to learn a lot of things related to automation using AI and many automation tools. N8N is very useful tool in design and implementation of workflow automation.
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