Udemy

iOS Machine Learning with Core ML, Swift 6, and SwiftUI

立即報名
  • 2,498 名學生
  • 更新於 11/2025
4.4
(358 個評分)
CTgoodjobs 嚴選優質課程,為職場人士提升競爭力。透過本站連結購買Udemy課程,本站將獲得推廣佣金,有助未來提供更多實用進修課程資訊給讀者。

課程資料

報名日期
全年招生
課程級別
學習模式
修業期
2 小時 14 分鐘
教學語言
英語
授課導師
Karoly Nyisztor • Professional Software Architect
評分
4.4
(358 個評分)
6次瀏覽

課程簡介

iOS Machine Learning with Core ML, Swift 6, and SwiftUI

Learn how to integrate machine learning into iOS apps. Hands-on Swift 6 coding using Core ML, Vision, CreateML and NLP.

A practical, concise, and hands-on machine learning course you can complete in just a few hours — with a companion eBook included.

Wouldn’t it be great to add intelligent features like image recognition, natural language processing, or sentiment analysis to your iOS, macOS, or iPadOS apps?

In this course, you’ll learn how to unleash the power of machine learning using Core ML, Create ML, Vision, and Swift 6 with SwiftUI.

We’ll start by demystifying what machine learning is and how it works — explained in plain English, without jargon. We’ll explore Apple’s machine learning frameworks through real examples and hands-on Swift coding.

You’ll build practical iOS apps that can:

  • Recognize dog breeds from photos

  • Analyze the sentiment of product reviews

  • Detect faces, barcodes, and text in images using Vision

You’ll also learn how to train your own machine learning models right on your Mac using Create ML.

And there’s a lot more packed into this professional, focused course.


About the Instructor

I’ve been designing and building software for over 30 years for companies like Apple, Siemens, and SAP.

As a software architect, I helped create enterprise frameworks, including Siemens Healthcare’s syngo image processing system and Apple–SAP’s Cloud Platform SDK for iOS.

I currently hold twelve patents in the field of mobile computing.


What You’ll Learn

  • How Apple’s machine learning frameworks fit together (Core ML, Create ML, Vision, NaturalLanguage)

  • Natural language text processing and sentiment analysis

  • Setting up and integrating Core ML models in Xcode projects

  • Image recognition and object detection with the Vision framework

  • Training and testing your own image classifiers on your Mac


Student Reviews

“Thank you Karoly, you’ve delivered another excellent course with detailed explanations and real-world examples that any app developer can put into practice.”
Jim McMillan

“The best introduction to Machine Learning with Swift — clear, practical, and beginner-friendly.”
Zbyszek Pietras

“Finally, a course that covers Core ML, natural language processing, and Create ML — exactly what I was looking for.”
Dan Gray


More Than an Online Course

  • Personalized support: access to a private forum where I personally answer student questions

  • Companion eBook: included with the course

  • Downloadable demo projects: follow along and experiment with working examples

  • Continuous updates: I keep the content current with the latest Apple tools and frameworks

30-Day Money-Back Guarantee

If you’re not completely satisfied, you’ll receive a full refund — no questions asked.

Go ahead and click Enroll. See you in the first lesson!

課程章節

  • 6 個章節
  • 38 堂課
  • 第 1 章 Introduction
  • 第 2 章 Training a Dog-Breed Classifier on Your Mac with Create ML
  • 第 3 章 Natural Language Text Analysis
  • 第 4 章 Image Analysis with the Vision Framework
  • 第 5 章 Determining the Tonality of a Review
  • 第 6 章 Next Steps + Bonuses

課程內容

  • Gain insights from a software engineer with over 30 years of hands-on professional experience.
  • Get a practical introduction to machine learning in iOS and macOS development.
  • Gain a practical understanding of Create ML, Core ML, Vision, and Natural Language Processing.
  • Train and evaluate custom image classifiers directly on your Mac using Create ML.
  • Set up and integrate Core ML models into SwiftUI projects.
  • Build iOS apps that can recognize objects, faces, barcodes, and text in photos and video streams.
  • Integrate natural language text analysis and sentiment detection into your apps.
  • The companion eBook (a $28.80 value on Amazon) is included free!

評價

  • A
    Ajay Singineedi
    5.0

    Awesome!

  • T
    Tanmay Vaishnav
    5.0

    if they add video with new xcode version for model creation it will be good.

  • N
    Niranjan B3
    5.0

    I cannot import CreateMLUI. Its throwing no such module. I am creating using macos target only.

  • C
    Christian Leyva
    3.0

    The course its outdated, you can still refer to the lessons of the course, but apple has launched a lot of tools that are not mentioned for example It's good to know how to train a model in "the classic way" with code using a swift playground, but nowadays you have CreateML app to accomplish this in a super simple way, and this is not mentioned on all the course. Also the course is short, and is build on UIKit (I make a note on here if somebody like me is planning to create a ML app using SwiftUI). Overall the course is good, but I am dissapointed that is very outdated. (The github repo says that the last update was on 2018...)

立即關注瀏覽更多

本網站使用Cookies來改善您的瀏覽體驗,請確定您同意及接受我們的私隱政策使用條款才繼續瀏覽。

我已閱讀及同意