Principles of Data Science
Training Provider: SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN
Course Reference: TGS-2024049043
S$600
Original: S$2,000
Save S$1,400
About This Course
This two-day module provides an overview of the data science lifecycle. It emphasises the importance of formulating clear business questions, understanding stakeholders, acquiring and preparing data, and conducting simple data analysis.
What You'll Learn
• Formulate business questions, identify stakeholders, and communicate data analysis insights through visualisations.
• Explain data collection methods and identify data types and databases.
• Perform data profiling using descriptive statistics.
• Perform simple linear regression and interpret results.
• Explain data collection methods and identify data types and databases.
• Perform data profiling using descriptive statistics.
• Perform simple linear regression and interpret results.
Entry Requirements
• Participants should preferably have passed mathematics at least ‘O’ Level or equivalent.
• Participants should preferably have basic knowledge of statistics.
• Participants should be conversant with basic IT skills such as software installation, file management and web navigation.
• Participants should have basic familiarity with Microsoft Excel: using built-in functions to perform some calculations.
Course Details
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