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
Testimonials (4)
That there was a lot of exercises.
Katarzyna Straszewska - Swiss AviationSoftware Ltd.
Course - Build Native iOS and Android Apps with Flutter
More on the lab.
Sarbin - Cagayan Electric Power And Light Co., Inc.
Course - Flutter Development Bootcamp with Dart
On time, training resources is readily available
MIKHAIL JOSUE MONTECILLO - PAg-IBIG Fund
Course - Xamarin for Cross-Platform Development
I really liked and appreciated how Renee adapted to our questions, on the fly looking for examples of things we asked and sharing examples via WeChat. Not only did she do this, she went out of her way to include screenshots of what to click/where things were given that we did not speak Chinese. It was a collaborative session with Renee pausing so we could ask questions, and allowing us to go slightly off topic sometimes so we got the most out of the session.