Course Information
Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
3 Hour(s) 56 Minute(s)
Language
English
Taught by
Marc Daou
Rating
1 views
Course Overview
Master practical iOS app development with Swift 5 using Create ML + Core ML. Learn hands on + real world app integration
Unlock the Power of Machine Learning in iOS Apps with Create ML
Are you an aspiring app developer, a curious technologist, or an iOS enthusiast eager to incorporate machine learning into your applications? Look no further! Our comprehensive course on Create ML for iOS devices is designed to help you seamlessly integrate advanced machine learning capabilities into your iOS projects, with a focus on practical application over theory.
Why Choose This Course?
- Hands-On Approach: Dive straight into using Create ML with real-world examples. This course emphasizes practical skills, guiding you through the process of implementing image, video, sound, and data models in your apps.
- No Advanced Math Required: You don't need a background in complex mathematics or machine learning theory. We keep it simple, focusing on how to use Create ML tools effectively.
- Real-Life Scenarios: Learn how to gather, process, and implement data in real-world scenarios, making your learning experience highly relevant and immediately applicable.
- Versatile Skill Set: By the end of this course, you’ll be adept at using a variety of templates in Create ML, equipping you to enhance a wide range of iOS applications.
What You Will Learn:
- Foundation of Create ML: Understand the basics of machine learning and how Create ML makes it accessible for iOS developers.
- Data Gathering and Preparation: Master the art of collecting and preparing data for training your models.
- Training Models: Step-by-step guidance on how to train image, video, sound, and data models using Create ML.
- Implementation in Apps: Learn how to seamlessly integrate your trained models into iOS apps, enhancing functionality and user experience.
- Project-Based Learning: Work on practical projects that simulate real-world challenges and solutions.
Who is this Course For?
iOS Developers looking to add machine learning features to their apps.
Students and Hobbyists interested in the practical application of machine learning in app development.
Technologists and Entrepreneurs aiming to understand how machine learning can be applied in iOS environments.
Course Features:
Engaging Video Tutorials
Step-by-Step Screen Shares
Downloadable Resources
Real-World Projects
Interactive Quizzes
Access to a Community Forum
Continuous Course Updates
Embark on this exciting journey to make your iOS apps smarter, more intuitive, and more engaging with the power of machine learning. No prior machine learning experience required!
Enroll now and start transforming your iOS apps with Create ML!
Course Content
- 10 section(s)
- 29 lecture(s)
- Section 1 Course Introduction
- Section 2 Getting Started with Create ML
- Section 3 Image Classification
- Section 4 Object Detection
- Section 5 Style Transfer
- Section 6 Sound Classification
- Section 7 Recommender Models
- Section 8 Tabular Classification
- Section 9 Tabular Regression
- Section 10 Text Classification and Sentiment Analysis
What You’ll Learn
- Use CreateML and Train all types of Machine Learning models available.
- Integrate and use ML models with IOS applications.
- Understand input variables as well as the output loss function and test results.
- Correctly label images to add as training data.
- Improve application user experience using ML.
- Follow CreateML best practices to maximize model accuracy and efficiency.
- Generate additional data using data augmentations.
- Introduction to Generative AI and Large Language Models
- Understanding and calling the GPT API
Skills covered in this course
Reviews
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OOrlando Vergara
Good content quite insightful thanks for the information.
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CChristelle KA
This course helped me understand a lot more about Create ML. The clear and detailed explanation made it a lot easier to understand machine learning on iOS.
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CCarlpkrikorian
This course gives a very unique insight into a very under-documented tool. I highly recommend this course for anyone. Its practical examples as well as Marc's excellent explanations have really given me a new perspective on the practical applications of machine learning and opened my eyes to its potential for IOS development.
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RRoula Nasr
Very easy to follow and really practical, it's packed with great tips and the projects are fun! The course also covers everything for me to get started
