Mishra, Abhishek
Machine Learning for iOS Developers
- ISBN 13:
- 9781119602873
- author:
- Mishra, Abhishek
- format:
- Paperback / softback
- publisher:
- Sybex Inc.,U.S.
- language:
- English
- Publication Year:
- 2020
- Pages:
- 336
- Dimensions:
- 22.8 x 18.5 x 2 centimetres (0.6
- Genre:
- Computers, Machine Theory, ,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Harness the power of Apple iOS machine learning capabilities and learn to integrate these services into your mobile applications. Machine learning is the science of getting computers to act without explicit programming, offering ways to identify trends, forecast behavior, and make recommendations. This book provides an up-to-date introduction to machine learning for iOS developers, covering fundamental concepts, types of ML systems, their practical uses, and potential challenges. It also teaches readers how to use pre-trained and user-built models with Apple's CoreML framework, along with source code examples for download and use in projects. By the end of this guide, you'll be able to build, deploy, and maintain machine learning systems for tasks such as model validation, optimization, scalability, and real-time streaming. You'll also develop skills in data acquisition and modeling, classification, and regression.