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Machine Learning on iOS Devices with Core ML

Core ML framework.was added in iOS 11 and macOS High Sierra. This allow developers to build machine learning modules in iOS devices. This course will teach the basics of  Core ML framework including machine learning models, computer vision, and natural language processing in modern apps.
The topics include:

  • What is Core ML framework
  • Computer Vision in Core ML
  • NLP in Core ML
  • Adding a machine learning model to Core ML
  • Converting existing machine learning models for Core ML
  • Classifying images and detecting objects with Vision and Core ML


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Course Code: CRS-N-0044911

Course Booking

$298.00

Course Date

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Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Training Grant and Subsidy

Click on this Step by Step SkillsFuture Claim Guide on How to Submit SkillsFuture Claim

Course Details

Module 1 Get Started on Core ML

  • What is Machine Learning
  • What is Core ML
  • What is Vision and NLP

Module 2 Machine Learning with Core ML

  • Existing Core ML Models
  • Create your first Core ML App
  • Test out your Core ML App


Module 3 Convert from Python Code to Core ML Code

  • Install Python Virtual Environment
  • Install Python Dependencies
  • Convert a Python Machine Learning to Core ML

Module 4 Vision Framework

  • Core ML for Image Classifcation 
  • Classify Objects using iPhone Camera

Module 5 NLP Framework

  • Core ML for NLP
  • Implement NLP filter in iPhone

Who Should Attend

  • Engineers
  • Computer Vision Engineers
  • Data Scientists

Prerequisite

Students need to familiar with Machine Learning concepts, Python and Swift programming languages

Trainers

Chief Trainer in Tertiary CoursesDr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products

Dr. Alfred Ang earned his Ph.D. from National University of Singapore in 2000, majoring in Electrical and Electronics Engineering. He also completed an online MBA course with U21 Global based in Australia. He obtained his B.Sc (Hons) from National University of Singapore in 1992, majoring in Physics. He topped his Physics cohort for 3 consecutive years and funded his degree study with Book price, awards and tuition. He has worked in Defence, Electronics and Semiconductor Industries. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

Dr. Alfred Ang was Distinguished Toastmasters (DTM) and Senior Member of IEEE. He has published more than 20 peer reviewed papers and co-inventors for more than 20 inventions.

TrainerWee Chee Hong is a veteran consultant in the field of Engineering Design. He has over 20 years experience in electronics/ IT industry with several MNCs including Compaq, Adaptec, Agilent, etc., with specialization in Automation System Design (drilling/ milling machine, 3D machine automation, machine data collection, test & measurement electronics design), Motion control design & applications. With wide technical skill set in development language/ tools .Net, Java, PowerBuilder to C++/ C/C#, he has also strong knowledge in development of firmware for microcontroller such as PIC, ARM and others.

Chee Hong graduated with a B.Eng degree in Electrical Electronics Engineering and holds a Master Degree of Technology from NUS.

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