Packt

Apple Foundation Models: On-Device AI Session Management

Packt

Apple Foundation Models: On-Device AI Session Management

Included with Coursera PlusLearn more

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

5 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

5 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Build a Text Summary app with Apple Foundation Models

  • Integrate Foundation Models into iOS applications effectively

  • Master session management and error recovery techniques

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

September 2026

Assessments

6 assignments

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

There are 7 modules in this course

This module provides an overview of the course structure and introduces the fundamental concepts of Apple Foundation Models, focusing on their role in session management for on-device AI. Learners will gain a clear understanding of how these models are applied in real-world scenarios.

What's included

1 video

This module covers the development of a text summary app using Apple Foundation Models, focusing on implementing View and ViewModel architecture, integrating machine learning models, and applying best practices for on-device LLM usage.

What's included

2 videos1 assignment

This module explores the distinctions between single-turn and multi-turn conversations in Apple Foundation Models, focusing on session management, context handling, and practical implementation strategies. Learners will gain insight into how to design effective conversation flows and manage state in language model interactions.

What's included

1 video1 assignment

This module explores session management techniques and strategies for handling context limits in Apple Foundation Models. Learners will gain insights into managing session transcripts and recovering from exceptions to maintain effective conversational AI interactions.

What's included

2 videos1 assignment

This module explores the distinctions between prompts and instructions in AI models, their influence on model outputs, and strategies for crafting effective prompts to improve response quality and consistency.

What's included

2 videos1 assignment

This module explores the functionality and application of the 'Respond' function in session management for Apple Foundation Models. Learners will gain an understanding of how it interacts with on-device large language models and how to customize its behavior for specific use cases.

What's included

1 video1 assignment

This module guides learners through the development and design of a travel assistant chatbot, covering key aspects such as conversation management, user interface implementation, and integration of advanced features like Liquid Glass UI and markdown support.

What's included

3 videos1 assignment

Instructor

Packt - Course Instructors
Packt
2,396 Courses700,206 learners

Offered by

Packt

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."

Frequently asked questions