Create ML for iOS Developers – A Beginner’s Guide

Covers: Image Classification, Object Detection, Sentiment Analysis, Tabular Data, Xcode Playgrounds Training

Created by: Mohammad Azam
Apple Featured iOS Developer and iOS Instructor

What Will I Learn?

• The fundamentals of Create ML and how to set up their development environment for iOS machine learning projects.
• Techniques for image detection, including training models to identify objects and classify images.
• The process of sentiment analysis and how to build models that can determine sentiment polarity and perform text classification tasks.
• The principles of object detection and how to train models to identify and locate multiple objects within images.
• How to work with tabular data and build predictive models using Create ML, enabling accurate predictions and classifications based on structured data.

Requirements

• Basic knowledge of iOS app development using Swift.
• Familiarity with Xcode, Apple's integrated development environment (IDE) for iOS app development.
• Access to the latest version of Xcode and the Create ML framework.
• A strong understanding of programming concepts, including variables, functions, and control flow.
• A desire to learn and apply machine learning techniques to iOS app development.

Target audience

• iOS developers who want to enhance their app development skills by incorporating machine learning capabilities into their iOS applications.
• Swift developers who are interested in exploring the field of machine learning and want to apply it in the context of iOS development.
• Students or professionals with a background in iOS development who are looking to expand their skill set and incorporate machine learning into their projects.
• Individuals who have a basic understanding of machine learning concepts and want to specifically learn how to utilize the Create ML framework for iOS app development.
• Intermediate iOS developers who want to deepen their knowledge of machine learning and gain hands-on experience with creating and integrating machine learning models in their iOS applications.
• Those who want to stay up-to-date with the latest advancements in iOS development and machine learning by leveraging Apple's Create ML framework.