Scrimba
AI Engineering Specialization
Scrimba

AI Engineering Specialization

Reach a professional level as an AI Engineer. Learn how to build next-generation apps powered by generative AI—an essential skill for startups, agencies, and large corporations in the wake of the pivotal AI shift.

Per Harald Borgen
Tom Chant
Bob Ziroll

Instructors: Per Harald Borgen

Access provided by Koç University

12,644 already enrolled

Get in-depth knowledge of a subject
4.7

(158 reviews)

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
4.7

(158 reviews)

Intermediate level

Recommended experience

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

What you'll learn

  • Understand AI development and deployment, including leveraging open-source models and integrating advanced APIs like OpenAI’s Assistant.

  • Create and manage AI-powered applications, utilizing tools like LangChain.js, and implementing embeddings with vector databases.

  • Explore the creative and functional possibilities of AI, from building AI agents to working with DALL-E and GPT Visionn

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 - 7 course series

Intro to AI Engineering

Intro to AI Engineering

Course 12 hours

What you'll learn

  • AI Fundamentals

  • Ethical AI

  • Prompt engineering

  • AI Intergrations

Skills you'll gain

Category: Application Programming Interface (API)
Category: Generative AI
Category: ChatGPT
Category: LLM Application
Category: Key Management
Category: Multimodal Prompts
Category: OpenAI
Category: Integration Testing
Category: Data Ethics
Category: Artificial Intelligence
Category: Prompt Engineering
Category: Computer Programming
Category: Responsible AI
Open-source AI Models

Open-source AI Models

Course 21 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: Large Language Modeling
Category: LLM Application
Category: Artificial Intelligence
Category: Generative AI
Category: Web Applications
Category: Responsible AI

What you'll learn

  • Understand and Create Embedding

  • Utilize Vector Databases

  • Retrieval-Augmented Generation (RAG)

Skills you'll gain

Category: Document Management
Category: Prompt Engineering
Category: Semantic Web
Category: Generative AI
Category: Data Storage Technologies
Category: OpenAI
Category: Data Store
Category: Text Mining
Category: Database Development
Category: Large Language Modeling
Category: Databases
Category: Artificial Intelligence
Category: Development Environment
Category: Data Storage
Category: Natural Language Processing
Category: Database Management
Category: LLM Application
Category: Data Processing
Learn AI Agents

Learn AI Agents

Course 43 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: User Interface (UI) Design
Category: LLM Application
Category: User Interface (UI)
Category: Generative AI Agents
Category: Human Computer Interaction
Category: OpenAI
Category: User Interface and User Experience (UI/UX) Design
Category: Prompt Engineering
Category: Agentic systems
Category: Tool Calling

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: Artificial Intelligence
Category: Application Development
Category: Generative AI Agents
Category: LLM Application
Category: OpenAI
Category: Performance Testing
Category: Prompt Engineering

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: Maintainability
Category: Application Performance Management
Category: User Interface (UI)
Category: Scalability
Category: Prompt Engineering Tools
Category: Database Development
Category: Generative AI Agents
Category: Databases
Category: LLM Application
Category: Database Application
Category: Prompt Engineering
Category: Performance Tuning
Category: Data Storage
Category: Application Deployment

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: Multimodal Prompts
Category: Prompt Engineering
Category: Generative AI
Category: OpenAI
Category: Artificial Intelligence
Category: Image Analysis
Category: LLM Application
Category: Image Quality
Category: Computer Vision

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 Courses54,025 learners
Tom Chant
Scrimba
11 Courses101,603 learners
Bob Ziroll
Scrimba
14 Courses44,039 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."