Core ML for iOS App Development Training Course

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