Mastering Machine Learning with Create ML, Swift, iOS 12
About this course
CreateML is a machine learning (ML) framework developed by Apple that allows developers to build and train custom ML models using Swift, Apple's programming language for iOS and macOS development. It provides an easy-to-use, graphical interface for developers to create ML models, without requiring extensive expertise in the field of ML.CreateML supports various types of ML models, including image classifiers, object detection models, and natural language processing models. Developers can use their own data sets to train these models, and can also take advantage of pre-built ML models and transfer learning to speed up the training process.CreateML also provides visualization tools that allow developers to evaluate the performance of their ML models, and to make adjustments to improve accuracy. Once a model is trained, it can be exported as a Core ML model, which can be integrated into iOS or macOS applications for on-device ML inference.CreateML is included as part of Apple's Xcode development environment, making it easy for iOS and macOS developers to get started with ML development. It supports Swift playgrounds, which enable developers to experiment with and iterate on ML models in a highly interactive environment.Overall, CreateML is a powerful and accessible ML framework that enables developers to create and train custom ML models using Swift, making it easier to build intelligent and engaging experiences in iOS and macOS applications.With this video series you will learn to build custom machine learning models that continuously learn over time by collecting data and training them on newly learned data. This will help you create a tremendous customer experience.This makes it easy for any app developer to get on-boarded with training their models without going through extensive learnings about Machine Learning algorithms. Knowledge of machine learning is great but to get started quickly and to roll out product in market with intelligence built-in
62/100
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- What the provider tells you
- 38/45
- Who stands behind it
- 8/35
- How complete the listing is
- 16/20
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What you'll learn
- building custom machine learning models
- using CreateML for image classification and object detection
- performing model evaluation and adjustments
- integrating trained models into iOS applications
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