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Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

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

After your registered for the course, you can apply SSG grants below

Click here to apply SkillsFuture Credit for Individual

Click here to apply WSG Absentee Payroll for Company
Course Code: CRS-N-0044911

Course Booking

$298.00 (GST-exclusive)

Course Date

Course Time

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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

All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website www.skillsfuture.sg/credit to choose from the courses available on the SkillsFuture Credit course directory

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

Machine Learning and iOS Apps TrainerDr. 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.

iOS Apps Development TrainerMai Anh Vu graduated from National University of Singapore Computer Science with Honours, specialising in both Software Engineering and Artificial Intelligence. In his spare time, he works on freelance projects and has over 4 years of freelance experience in Full-stack Web development. He also has 2.5 years of full-time experience in iOS programming, and now works in Sea Group (previously Garena) as an iOS engineer. Started programming since the age of 12, Vu’s experience ranges from competitive programming, Full-stack Web Development, Mobile Development (iOS and Android), to Artificial Intelligence, Machine Learning, and Computer Vision.

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