Data Science for Business Decision
About This Course
This three-day module provides an understanding of the end-to-end data science lifecycle, from identifying and understanding business problems to making data-driven decisions. It covers various aspects including performing data analysis, applying basic statistical techniques and machine learning algorithms to extract insights. It concludes with a comprehensive project that demonstrates the application of learned skills in a real-world scenario.
What You'll Learn
• Analyse data with multiple linear regression and logistic regression and evaluate model performance.
• Develop visualisations and dashboards to effectively communicate key analysis results and insights.
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.