Data Analytics Essentials Certification Preparatory Course

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  • Data Analytics Essentials Certification Preparatory Course
Duration: 12 Hours
Training Fee: HK$7,800
Private in-house training
Apart from public, instructor-led classes, we also offer private in-house trainings for organizations based on their needs. Call us at +852 2116 3328 or email us at [email protected] for more details.
Certified Skills
  • Create data models for analytics function on multiple data sources
  • Prepping the data with Jupyter Notebook, Python & SQL Lab and perform diagnostics analytics with Apache Superset
  • Select an appropriate machine learning algorithm at hand with Python & Scikit-learn
Intended Audience

Anyone who want to:

  • Prove their ability to perform self-service diagnostic analytics for insights
  • Display their value to use low-cost and high-return open-source technology to improve daily performance
  • Show their inclination to work productively with your colleague with data and analytics
  • Completion of CDPOS Module 2
  • Basic computer software skill
  • Basic internet skill

50 Multiple Choices | 75 minutes (Module 3)

Syllabus Highlights

Analytics Process

  • The analytics process of diagnostic and predictive analytics
  • Data prep tasks- data collection, data cleansing, data munging and data visualisation
  • Build analytics model – convert unstructured data into quantified metrics

Diagnostic Analytics Essentials

  • Diagnostic analytics objectives, processes, data prepping and
  • Data modelling for diagnostic analytics with Jupyter Notebook, Python and SQL Lab
  • Data visualisation for diagnostic analytics – Apache Superset

Predictive Analytics Essentials

  • Predictive analytics objectives, best practices, processes, data prepping and model building using Python, SQL Lab and Apache Superset
  • Recognise and select an appropriate machine learning algorithm at hand
  • Predictive modelling – decision-tree, clustering with Jupyter Notebook, Python and Scikit-learn

Mr. Patrick Tsoi

  • Doctor of Education (in progress), Hong Kong Baptist University
  • Master in IT in Education, University of Hong Kong
  • Bachelor of Engineering in System Engineering and Engineering Management, Chinese University of Hong Kong
  • An Experienced Trainer, Educator and Chief Data Scientist with a demonstrated history of working in the talent training and staff recruiting industry
  • He is a strong IT training professional who is proficient in Hands-on Data Science Training, Learning Management, Instructional Design, Professional Services and Programming


Mr. Simon Mok

  • M.Phil. Computer Science, University of Hong Kong
  • MSc, Computer Science, Chinese University of Hong Kong
  • He works as a Chief Technology Officer as well as a professional IT trainer
  • Simon’s work includes software development projects, specializing in IT service management, full-stack web-based and mobile apps development, software testing, Internet security, AWS web services, big data, databases and NoSQL. He is a holder of many professional qualifications from Microsoft (MCSE, MCSD), Oracle (MySQL and Oracle databases), Exin (ITIL, ISO 20000), and more. On top of his identity of CTO, he is also a frequent trainer at the HKPC and various private enterprises, both domestically and internationally.

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