Training – Introduction to Machine Learning using Microsoft Azure Machine Learning Studio (IOT203)

In this 1-day workshop, you will be introduced to Machine Learning using the Microsoft Azure Machine Learning Studio. You will learn what is machine learning, and how it can be useful to your organization. You will also learn the various machine learning algorithms and work through some real-life examples. 


  • What is Machine Learning?
  • Types of Machine Learning
    • Supervised Learning
    • Unsupervised Learning
    • Reinforcement Learning
  • Solving Problems using Machine Learning
    • Classification
    • Regression
    • Clustering
  • Introduction to Microsoft Azure Machine Learning Studio
  • Creating Experiments in Microsoft Azure Machine Learning Studio      
    • Uploading Data
    • Data Filtering and Cleansing
    • Defining Data Features
    • Applying a Learning Algorithm
    • Evaluating the Model
  • Understanding Machine Learning Metrices
    • Accuracy, Recall, Precision, Receiver Operating Characteristics Curve (ROC), Area Under the Curve (AUC), thresholds, and more
  • Projects
    • Predicting student performance
    • Detecting cancer
    • And more…


  • Basic programming experience
  • Understanding of basic statistical concepts


  • Mac / Windows laptop


  • Microsoft Azure Machine Learning Studio (online)

About the course

  • Duration – 1-day
  • Trainer – Wei-Meng Lee
  • Standard price – 249 Eur + VAT
  • Date – to be announced (if you’re interested, please contact
  • Location – online

About Wei-Meng Lee 

Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (, a technology company specializing in hands-on training on the latest mobile technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming makes understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as,, and CoDe Magazine.

Some of Wei-Meng Lee’s Clients

  • Agency for Science, Technology and Research (A-STAR)
  • Apple Singapore
  • AXS Pte Ltd
  • Centre for Strategic Infocomm Technologies
  • Inland Revenue Authority of Singapore (IRAS)
  • Institute of Technical Education
  • KPMG
  • Microsoft Singapore
  • Ministry of Defense
  • Nanyang Polytechnic
  • Nanyang Technological University (NTU)
  • National University of Singapore (NUS)
  • NCS Pte. Ltd.
  • Ngee Ann Polytechnic
  • Republic Polytechnic
  • SAP
  • SBS Transit
  • Singapore Management University (SMU)
  • Singapore Polytechnic
  • Singapore Pools
  • Singapore Press Holdings
  • Temasek Polytechnic
  • Walt Disney
  • United States (US) Army

Books by Wei-Meng Lee

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