Course Outline

Introduction

Machine Learning

  • Computational learning theory
  • Computer algorithms for computational experience

Learning Techniques

  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning

Core ML Framework

  • What is Core ML
  • What is NLP?
  • What is computer vision?

Preparing the Development Environment

  • Installing and configuring Core ML

Core ML Quickstart

  • Importing machine learning models
  • Getting results and values
  • Making predictions from machine learning models
  • Converting pre-trained models

Vision Framework

  • Setting up Vision and image detection
  • Classifying and detecting images

NLP

  • Analyzing natural language text
  • Applying NLP enhanced filter logic

Summary and Conclusion

Requirements

  • Experience with iOS app development

Audience

  • Web Developers
  14 Hours
 

Testimonials

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