Customer and Marketing Analytics for Business Growth

Cyber Threat Intelligence and Data Analytics

• Use analytics tools to detect, assess, and mitigate cyber threats.
• Develop dashboards for monitoring real-time cybersecurity risks.
• Leverage data visualisation to identify attack trends and vulnerabilities.
• Integrate analytics with security information and event management (SIEM) systems.

Risk Analytics and Compliance Management

• Apply data analytics in compliance monitoring and audit processes.
• Quantify and visualise risk exposure across business units.
• Use predictive analytics to forecast compliance gaps.
• Develop data governance policies for regulatory adherence.

Foundations of Data Analytics

• Understand the core principles, tools, and methodologies in analytics.
• Explore data lifecycle stages from collection to insight generation.
• Apply descriptive, diagnostic, and predictive analytics techniques.
• Develop problem-solving approaches using statistical reasoning.

Data Visualisation and Communication

• Transform data into meaningful and actionable visual insights.
• Use dashboards and storytelling to communicate analytical outcomes.
• Apply visual design principles to enhance understanding and engagement.
• Leverage software tools like Power BI and Tableau for visual analytics.

Predictive Analytics and Forecasting

• Develop predictive models using regression and time-series techniques.
• Apply machine learning algorithms for accurate forecasting.
• Interpret predictive results to support business decisions.
• Integrate predictive analytics into enterprise planning systems.