Will learning these skills actually help me find a job or grow in my career?

It will. Agentic AI, API integration, and automation skills are showing up in job descriptions across operations, product, marketing, and engineering roles right now. The projects you complete here are real, working systems you can show in interviews or put to use in your current role immediately.

I already use n8n. Is there enough new material in this course for me?

Yes. Building AI agents with tools and memory, connecting live search APIs for automated research, and securing webhooks for production use are areas most n8n users have not explored. This course takes you well beyond standard workflow automation into a completely different level of capability.

Is the course content updated for tools and platforms available right now?

Yes. The course covers language model integration, SERP API connectivity, and current n8n Agent Node configuration. The security patterns taught reflect what production teams actually implement today, not outdated methods from older automation frameworks.

Why should I choose this course over other automation courses on Coursera?

This course brings AI agent building, live API integration, and webhook security together in one structured path. Most courses cover one of these areas in isolation. Here you get all three, applied through hands-on projects that produce real outputs you can deploy or demonstrate straight away.

What will I get if I subscribe to this Specialization?

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Build AI Agents & Secure API Integrations with n8n

Obtenez l'une de nos meilleures offres avec Coursera Plus pour 199 $ (habituellement 399 $). Économisez maintenant.

Ce cours n'est pas disponible en Français (France)

Nous sommes actuellement en train de le traduire dans plus de langues.

Build AI Agents & Secure API Integrations with n8n

Ce cours fait partie de Spécialisation "AI Automation Engineer with n8n"

Instructeurs : Nikhil Agarwal

Inclus avec

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Débutant

Expérience recommandée

6 heures à compléter

Planning flexible

Apprenez à votre propre rythme

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Débutant

Expérience recommandée

6 heures à compléter

Planning flexible

Apprenez à votre propre rythme

Ce que vous apprendrez

Understand how AI agents think and decide, when to use them over an LLM call, and how to connect language models to your n8n agent workflows
Teach your agents to use tools, retain memory across tasks, and make decisions on their own so they can handle complex work without constant input
Learn how APIs and webhooks work from scratch, then connect live data sources, external services, and custom code logic to your n8n automations
Make your integrations production-ready with HMAC-based security, rate limiting, and protection against unauthorized access and replay attacks

Compétences que vous acquerrez

Catégorie : Automation
Catégorie : AI Integrations
Catégorie : Javascript
Catégorie : Large Language Modeling
Catégorie : Webhook Security
Catégorie : Generative AI Agents
Catégorie : Scripting Languages
Catégorie : API Design
Catégorie : Web Scraping
Catégorie : Cybersecurity
Catégorie : Authentications

Outils que vous découvrirez

Catégorie : AI Orchestration
Catégorie : No-Code Development
Catégorie : Google Gemini
Catégorie : Agentic Workflows
Catégorie : AI Workflows
Catégorie : Application Programming Interface (API)
Catégorie : Prompt Engineering
Catégorie : OpenAI API
Catégorie : Restful API

Détails à connaître

Certificat partageable

Ajouter à votre profil LinkedIn

Récemment mis à jour !

juin 2026

Évaluations

8 devoirs

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Élaborez votre expertise du sujet

Ce cours fait partie de la Spécialisation "AI Automation Engineer with n8n"

Lorsque vous vous inscrivez à ce cours, vous êtes également inscrit(e) à cette Spécialisation.

Apprenez de nouveaux concepts auprès d'experts du secteur
Acquérez une compréhension de base d'un sujet ou d'un outil
Développez des compétences professionnelles avec des projets pratiques
Obtenez un certificat professionnel partageable

Il y a 3 modules dans ce cours

Knowing what AI agents are is not the same as building one that works. This course closes that gap.

AI agents are already automating research, handling APIs, securing integrations, and making decisions in real workflows. This course gives you the hands-on skills to do the same. Here is what you will build: AI Research Agent with Live Web Search & Memory: Your agent searches the web, scrapes results, stores the context in memory, & delivers structured research without you lifting a finger. Weather API Bot with Webhooks and Custom Logic: Get real-time weather alerts delivered automatically through a live API, a webhook trigger, and custom JavaScript logic you build yourself. Secure Webhook System with HMAC and Rate Limiting: Protect your API integrations with signature-based security, block unauthorized access, and keep your system stable under load. Who is this for: professionals, career switchers, and curious builders across every role who want to go beyond basic automation and start building AI systems that work. 200,000+ learners have chosen LearnKartS across 160+ courses on Coursera. The skills you build here are already in demand. Claim your spot now.

Understand how AI agents work in n8n, including tools, memory systems, and when to use agents vs LLM calls. Learn to build, control, and debug intelligent agent workflows using real-world logic and decision flows.

Inclus

12 vidéos1 lecture2 devoirs

12 vidéosTotal 66 minutes

Course Introduction0 minutes
What is an AI Agent Node?5 minutes
Quiz: When to Use Agent vs LLM Call2 minutes
LLM Call vs Agent: When to Use Each4 minutes
Connecting Language Models to Agents6 minutes
AI Agent Tools & Built-in Tools6 minutes
DEMO: HTTP Tools, APIs & Sub-Workflow Tools6 minutes
Tool Descriptions, Chaining & AI Logic7 minutes
AI Memory Basics & Window Buffer7 minutes
Summary Memory & External Memory7 minutes
Agent Decision Making and Flow Control9 minutes
Debugging Agent Workflows9 minutes

1 lectureTotal 2 minutes

Resources: AI Resources Agent Workflow2 minutes

2 devoirsTotal 27 minutes

Checkpoint Quiz12 minutes
Proficiency Quiz15 minutes

Build AI research agents using APIs, webhooks, HTTP requests, and web scraping for real-world data extraction. Learn to integrate external services like weather APIs and forms while mastering Code Nodes and workflow logic.

Inclus

14 vidéos2 lectures3 devoirs

14 vidéosTotal 78 minutes

Research Agent Overview6 minutes
DEMO: AI Agent Setup & Prompting6 minutes
DEMO: Web Search Tool Setup6 minutes
DEMO: SERP API & HTTP Requests7 minutes
DEMO: Web Scraping Workflow2 minutes
Testing & Final Output4 minutes
What is an API: A Practical Explanation2 minutes
What is a Webhook: Event-Driven Automation Explained2 minutes
HTTP Request Node: Deep Dive9 minutes
Code Node: When and Why to Use It4 minutes
DEMO:Project Overview & Webhook Setup 8 minutes
DEMO: HTML Form Integration & Input Validation7 minutes
DEMO: Weather API Integration6 minutes
DEMO: Code Node Basics & JavaScript Fundamentals11 minutes

2 lecturesTotal 12 minutes

Resources: AI Resources Agent Workflow10 minutes
Resources: Live Weather Alert Bot Workflow2 minutes

3 devoirsTotal 39 minutes

Checkpoint Quiz12 minutes
Checkpoint Quiz12 minutes
Proficiency Quiz15 minutes

Learn to secure and scale workflows using HMAC authentication, rate limiting, and API resilience patterns. Build production-ready systems with webhook security, error handling, and real-world API protection techniques.

Inclus

14 vidéos1 lecture3 devoirs

14 vidéosTotal 89 minutes

DEMO: Weather Logic & Alert Formatting11 minutes
DEMO: Final Testing, Error Handling & Responses8 minutes
Webhook Security: Signatures, IP Allowlists and Replay Attack Prevention6 minutes
Rate Limiting and API Resilience Patterns3 minutes
DEMO: Project intro, security concept & HMAC hashing explained7 minutes
DEMO: Generating secret key, HMAC setup & crypto node configuration7 minutes
DEMO: CURL request structure, timestamp & signature generation6 minutes
DEMO: Signature verification, IF node & unauthorized access handling8 minutes
DEMO: Timestamp check, replay attack prevention & parseInt usage8 minutes
DEMO: Rate limiting logic, persistent storage & global vs node scope8 minutes
DEMO: Filter function, push/pop, array operations & rate limit execution5 minutes
DEMO: Weather API integration, city check, API failure handling & IF node5 minutes
DEMO: Form integration with AI, testing via CURL & invalid signature demo8 minutes
Summary1 minute

1 lectureTotal 2 minutes

Resources: Secure Weather Alert Ingestion (HMAC Verified Webhook)2 minutes

3 devoirsTotal 39 minutes

Checkpoint Quiz12 minutes
Checkpoint Quiz12 minutes
Proficiency Quiz15 minutes

Obtenez un certificat professionnel

Ajoutez ce titre à votre profil LinkedIn, à votre curriculum vitae ou à votre CV. Partagez-le sur les médias sociaux et dans votre évaluation des performances.

Instructeurs

Nikhil Agarwal

LearnKartS

32 Cours3 188 apprenants

Offert par

LearnKartS

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Étudiant(e) depuis 2018

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Étudiant(e) depuis 2020

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Foire Aux Questions

Basic familiarity with n8n is enough to get started. Knowing how to connect nodes and run a simple workflow puts you in a good position. JavaScript in the Code Node sections is taught step by step, so no prior coding background is needed.

Yes, and many learners in similar roles already have. Most of this course runs on n8n visual nodes, not code. The sections that do use JavaScript walk you through every line from scratch. If you can follow a structured walkthrough, you can complete both projects in this course.

You build two real projects. The first is an AI Research Agent that runs live web searches, scrapes content, and stores memory to deliver structured research on its own. The second is a Weather API bot triggered by a webhook, with full security measures built in, including request validation and rate limiting.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.