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

Microsoft Azure Machine Learning Studio Training

Machine Learning Studio is a powerfully simple browser-based, visual drag-and-drop authoring environment where no coding is necessary. Go from idea to deployment in a matter of clicks. A fully-managed cloud service that enables you to easily build, deploy, and share predictive analytics solutions.

If you are a developer, Azure Machine Learning is designed for applied machine learning. Use best-in-class algorithms and a simple drag-and-drop interface—and go from idea to deployment in a matter of clicks

Course Highlights

  • Exploring Microsoft Azure Machine Learning Studio Features
  • Learning available Machine Learning Modules
  • Creating a Machine Learning Experiment Step by Step.
  • Preparing Data for Classifcation and Regression
  • Deployment

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: SSG Training Grant

Course Code: CRS-N-0045470

Course Booking

$298.00 (GST-exclusive)
$318.86(GST-inclusive)

Course Date

Course Time

* Required Fields

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.


Course Details

Module 1 - Basics of Machine Learning

  • What is Machine Learning
  • Types of Machine Learning
  • What is Azure ML studio
  • Creating a free account
  • Experiment Workflow

Module 2 – Data Exploration and Visualization

  • Basic statistics
  • Histogram
  • Boxplot
  • Scatterplot

Module 3 – Basic Data Processing

  • Data I/O
  • Data Manipulation
  • Data Cleaning
  • Removing duplicates
  • Metadata Editor
  • Data Reshaping
  • Data Joins
  • Remove outliers
  • Split Dataset

Module 4 – Classification Models

  • Logistic Regression
  • Decision Trees
  • Support Vector Machines

Module 5 – Regression Analysis

  • Multiple linear regression
  • Regression Decision Forest
  • Other regression algorithms

Module 6 - Deployment

  • Deploy web service
  • Serving models as web service.

Course Admin

Prerequisite

This course is for beginners. No programming or coding knowledge is required. All the programming and coding concepts will be introduced during the class. 

Software Requirement

Please download and install the following software prior to the class

Who Should Attend

  • Data Scientists
  • Machine Learning Engineers

Trainers

Python TrainerWee Chee Hong is a ACTA certified trainer. He 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.

Azure ML TrainerDwight Nuwan Fonseka have a degree in Biotechnology (from NUS) ,Advanced diploma in Pharamceutical management (from MDIS) and Masters in Education (from NTU). He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.

Azure ML TrainerRaaj has 14 years of experience in Designing , delivering and supporting, products, projects and programs in the area of enterprise SAP and Data Science . He is certified in SAP ABAP,HANA and ACTA certified as well .

He has also trained many consultants and developers on Data Science, R programming, Python, SAP HANA, BI and related products and worked extensively in Asia ( Singapore, Bhutan, Vietnam, India, Myanmar ). His core specialization skills are R programming, Python, Azure Machine Learning, SAP HANA.

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