Scrimba

AI Engineering Specialization

Scrimba

AI Engineering Specialization

Reach a professional level as an AI Engineer.

Learn to build next-gen apps with generative AI—essential for devs, startups, agencies & enterprises

Per Harald Borgen
Tom Chant
Bob Ziroll

Instructors: Per Harald Borgen

Access provided by MIT ADT University

17,074 already enrolled

Get in-depth knowledge of a subject

from 347 reviews of courses in this program

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject

from 347 reviews of courses in this program

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Become familiar with the basics of AI Engineering–building apps which harness the power of AI.

  • Create text embeddings and work with vector databases.

  • Build AI agents that utilise tools and interact with APIs.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Scrimba

Specialization - 9 course series

Intro to AI Engineering

Intro to AI Engineering

Course 1, 3 hours

What you'll learn

  • AI Fundamentals

  • Ethical AI

  • Prompt engineering

  • AI Intergrations

Skills you'll gain

Category: Application Programming Interface (API)
Category: Artificial Intelligence
Category: AI Integrations
Category: OpenAI API
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: OpenAI
Category: Prompt Engineering
Category: Generative AI
Category: Prompt Patterns
Category: Responsible AI
Category: Computer Programming
Category: Key Management
Category: Fine-tuning
Category: API Testing
Category: AI Security
Category: Data Ethics
Deploy AI Apps with Cloudflare

Deploy AI Apps with Cloudflare

Course 2, 4 hours

What you'll learn

  • Integrate OpenAI with Cloudflare Workers, manage APIs, and handle errors

  • Deploy apps on Cloudflare Pages, configure domains, and handle CORS

Skills you'll gain

Category: Application Deployment
Category: OpenAI
Category: Cloud Security
Category: Cloud Technologies
Category: OpenAI API
Category: API Gateway
Category: LLM Application
Category: Cloud Development
Category: Distributed Computing
Category: AI Integrations
Category: Cloud Hosting
Category: Cloud Deployment
Category: Performance Tuning
Category: Cloud Applications
Category: Application Programming Interface (API)
Open-source AI Models

Open-source AI Models

Course 3, 1 hour

What you'll learn

  • Grasp Open-source vs Closed-source Paradigms

  • Understand HuggingFace.js for Practical AI Implementation

  • Navigate and Utilize AI Resources

Skills you'll gain

Category: Open Source Technology
Category: Hugging Face
Category: Web Applications
Category: Application Frameworks
Category: LLM Application
Category: Generative AI
Category: Model Deployment
Category: AI Integrations
Category: Responsible AI

What you'll learn

  • Understand and Create Embedding

  • Utilize Vector Databases

  • Retrieval-Augmented Generation (RAG)

Skills you'll gain

Category: Vector Databases
Category: Embeddings
Category: OpenAI API
Category: Databases
Category: AI Integrations
Category: Development Environment
Category: Retrieval-Augmented Generation
Category: Database Management Systems
Category: Artificial Intelligence
Category: Large Language Modeling
Category: OpenAI
Category: System Configuration
Learn AI Agents

Learn AI Agents

Course 5, 3 hours

What you'll learn

  • Construct ReAct prompts that enable AI agents to engage in dynamic, context-aware dialogues with users.

  • Implement loop mechanisms to ensure continuous processing and responsiveness of AI agents to ongoing interactions.

  • Develop and integrate action functions that dictate AI agent behaviors in a variety of interaction scenarios.

Skills you'll gain

Category: Artificial Intelligence
Category: OpenAI
Category: Prompt Patterns
Category: Tool Calling
Category: User Interface and User Experience (UI/UX) Design
Category: Generative AI Agents
Category: Agentic systems
Category: Human Computer Interaction
Category: Agentic Workflows
Category: User Interface (UI) Design
Category: Prompt Engineering
Intro to Model Context Protocol (MCP)

Intro to Model Context Protocol (MCP)

Course 6, 1 hour

What you'll learn

  • Connect AI models to tools and data using Model Context Protocol.

  • Set up and run an MCP server with defined tools and resources.

  • Build MCP clients that communicate with the server.

Skills you'll gain

Category: Model Context Protocol
Category: AI Integrations
Category: Data Access
Category: Generative AI Agents
Category: Servers
Category: Interoperability
Category: Context Management
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Real Time Data
Category: Server Administration
Category: Agentic Workflows
Category: Tool Calling
Category: Debugging
Category: OpenAI API
Category: Generative AI
Category: Artificial Intelligence
Category: AI Workflows
Category: Anthropic Claude
Intro to Dall-E and GPT Vision

Intro to Dall-E and GPT Vision

Course 7, 1 hour

What you'll learn

  • Enrich your apps with AI

  • Generate and manipulate high-quality images with Open AI's Dall-e text-to-image model

Skills you'll gain

Category: Prompt Engineering
Category: Generative AI
Category: Multimodal Prompts
Category: Artificial Intelligence
Category: AI literacy
Category: Image Analysis
Category: Computer Vision
Category: OpenAI API
Category: Image Quality
Category: OpenAI
Category: AI powered creativity
Learn OpenAI's Assistant API

Learn OpenAI's Assistant API

Course 8, 1 hour

What you'll learn

  • Understand the OpenAI's Assistants API Framework

  • Using Tools like Knowledge Retrieval and Code Interpreter

  • Integrate AI Assistants into Real-World Applications

Skills you'll gain

Category: Application Programming Interface (API)
Category: OpenAI API
Category: Agentic Workflows
Category: AI Personalization
Category: AI Workflows
Category: LLM Application
Category: Performance Testing
Category: Context Management
Category: Artificial Intelligence
Category: Generative AI Agents
Category: AI Integrations
Category: OpenAI
Category: Application Development
Build AI Apps with LangChain.js

Build AI Apps with LangChain.js

Course 9, 2 hours

What you'll learn

  • Understand the LangChain library for AI Application Development

  • Implement Advanced Text Processing

  • Design and Complete an AI App Project

Skills you'll gain

Category: LangChain
Category: Performance Tuning
Category: Vector Databases
Category: Scalability
Category: Data Preprocessing
Category: LLM Application
Category: Embeddings
Category: Maintainability
Category: Database Application
Category: Data Store
Category: Large Language Modeling
Category: Prompt Engineering
Category: Memory Management
Category: User Interface (UI)
Category: Databases
Category: AI Workflows
Category: Retrieval-Augmented Generation
Category: Data Storage

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Per Harald Borgen
Scrimba
17 Courses62,419 learners
Tom Chant
Scrimba
11 Courses398,871 learners
Bob Ziroll
Scrimba
14 Courses54,623 learners

Offered by

Scrimba

Why people choose Coursera for their career

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."