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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 (5)
Edward is an awesome facilitator
Zibusiso Ncube - Agricatural Research Council
Course - Ionic 4 and Angular for Developers
Miguel's knowledge of the subject was extensive. He made the training easy to understand and the flow was balanced; adding on to each section with new features as needed. He covered everything that was asked and answered each and every question thoroughly. It was a very pleasant experience.
Paul Coaton - SEMPCheck Services
Course - Flutter Development Bootcamp with Dart
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.
Ellie Bailes - GBR 402 GP Strategies Limited
Course - WeChat Marketing
The trainer was enthusiastic, kind, and loved the topic
Isaac Murphy - Royal New Zealand Airforce
Course - Build Native iOS and Android Apps with Flutter
Learning the steps required to implement the MVVM model.
