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 2024 skill for startups, agencies, and large corporations.

Per Harald Borgen
Tom Chant
Bob Ziroll

Instructors: Per Harald Borgen

Access provided by Koç University

19,955 already enrolled

Get in-depth knowledge of a subject

from 433 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 433 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

  • Get familiar with the basics of AI Engineering

  • Create text embeddings and work with vector databases

  • Build AI agents that utilise tools and interact with APIs

Details to know

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Taught in English

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

Open-source AI Models

Course 2, 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: Hugging Face
Category: Open Source Technology
Category: LLM Application
Category: Responsible AI
Category: Generative AI
Category: AI Integrations
Category: Model Deployment
Category: Web Applications
Category: Application Frameworks
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

Course 3, 4 hours

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: Large Language Modeling
Category: Generative AI
Category: System Configuration
Category: AI Integrations
Category: Retrieval-Augmented Generation
Category: Artificial Intelligence
Category: Databases
Category: OpenAI
Category: Development Environment
Category: OpenAI API
Category: Virtual Environment
Category: LLM Application
Learn AI Agents

Learn AI Agents

Course 4, 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: Agentic systems
Category: Tool Calling
Category: Prompt Engineering
Category: Generative AI Agents
Category: Prompt Patterns
Category: OpenAI
Category: Human Computer Interaction
Category: Agentic Workflows
Category: User Interface (UI) Design
Category: User Interface and User Experience (UI/UX) Design
Learn OpenAI's Assistant API

Learn OpenAI's Assistant API

Course 5, 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: OpenAI API
Category: Application Programming Interface (API)
Category: Agentic Workflows
Category: OpenAI
Category: Application Development
Category: Generative AI Agents
Category: AI Workflows
Category: AI Personalization
Category: Artificial Intelligence
Category: Performance Testing
Category: Context Management
Category: LLM Application
Category: AI Integrations
Build AI Apps with LangChain.js

Build AI Apps with LangChain.js

Course 6, 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: Large Language Modeling
Category: Retrieval-Augmented Generation
Category: Memory Management
Category: User Interface (UI)
Category: AI Workflows
Category: Data Preprocessing
Category: Data Store
Category: Maintainability
Category: LLM Application
Category: Vector Databases
Category: Performance Tuning
Category: Database Application
Category: Data Storage
Category: Databases
Category: Embeddings
Category: LangChain
Category: Scalability
Category: Prompt Engineering

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Instructors

Per Harald Borgen
Scrimba
17 Courses66,818 learners
Tom Chant
Scrimba
11 Courses473,482 learners
Bob Ziroll
Scrimba
14 Courses58,356 learners

Offered by

Scrimba

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Learner reviews across AI Engineering

avg. across 6 courses

  • 5 stars

    75.50%

  • 4 stars

    15.95%

  • 3 stars

    4.26%

  • 2 stars

    0.89%

  • 1 star

    3.37%

BS
Course: Intro to AI Engineering

Reviewed on Dec 28, 2024

AK
Course: Open-source AI Models

Reviewed on Feb 25, 2026

VK
Course: Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

Reviewed on Mar 21, 2024

View more reviews