Title: Apple Intelligence for Masterminds: How to Create Intelligent Applications for iPhones, iPads and Macs
Publisher: Mink Books
Publication Date: 2026
Language: English
ISBN 10: 1777978289
ISBN 13: 9781777978280
Binding: Soft cover
Condition: As New

About this title

Synopsis

Apple Intelligence for Masterminds
2026 Edition

Discover how AI models work and harness the power of Apple Intelligence to create chatbots, translate text, generate images, transcribe spoken audio, recognize text in documents, enhance user writing, process images, identify human poses and gestures, access external models from top companies like OpenAI, and use coding assistants and agents to take your applications to the next level.

After reading this book, you will know how to work with Apple Intelligence and Siri, integrate on-device models for fast and private intelligence, and connect to powerful external model providers such as OpenAI to bring ChatGPT-level capabilities into your applications.

Artificial intelligence is already transforming how software is built and how users interact with technology. Developers who understand how to apply it effectively gain a decisive advantage. This book teaches you how to use artificial intelligence not as a gimmick, but as a practical tool to enhance functionality, automate complex workflows, and deliver intelligent experiences to your users.

With this book, you will learn:

How artificial neural networks work
How Apple Intelligence works
How to implement Apple's on device models to take your applications to the next level
How to access OpenAI models to incorporate ChatGPT level intelligence into your apps.
How to train your own models
How to build a neural network from scratch
How to train a neural network with the MLX framework
and more!

Content by Chapter:

Chapter 1

Requirements
Setup

Chapter 2

Introduction to Apple Intelligence
Introduction to Artificial Intelligence
Artificial Neural Networks
Model Architectures
Apple Models

Chapter 3

Code Completion
Coding Assistant
External and Local Models

Chapter 4

Image Playground
Genmojis
Writing Tools

Chapter 5

Local Large Language Models
Foundation Models Framework

Chapter 6

Language Recognizer
Tokenizer, Tagger and Embeddings
Translation Framework

Chapter 7

Vision Framework
Image Classification
Barcode Detection
Text Recognition
Document Recognition
Face, Body and Hand Detection
Person Segmentation

Chapter 8

Speech Analyzer
Voice Synthesizer
Sound Analysis

Chapter 9

Siri

Chapter 10

Create ML and Core ML
Cloudflare
Access to OpenAI GPT Models

Chapter 11

How Neural Networks Work
Network Architecture
Network Training and Optimization
Forward Propagation, Backpropagation, and Gradient Descent
MLX Framework

"About this title" may belong to another edition of this title.

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