What You Need to Know Before
You Start
Starts 7 June 2025 03:03
Ends 7 June 2025
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2 hours 52 minutes
Optional upgrade avallable
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Paid Course
Optional upgrade avallable
Overview
If you're embarking on or advancing within a career that blends project management with the dynamic field of data analytics, acquiring the skill to merge these disciplines is crucial in today's data-centric landscape. Data Analytics in Project Management is designed to equip you with the analytical tools and techniques essential for making informed decisions and driving project success.
This course demystifies the process of analyzing project-related data, enabling you to effectively monitor, control, and predict project outcomes.
Syllabus
- Introduction to Data Analytics in Project Management
- Data Collection and Cleaning
- Descriptive Analytics in Project Management
- Predictive Analytics for Project Outcomes
- Data-Driven Decision Making
- Monitoring and Controlling with Analytics
- Advanced Tools and Techniques
- Case Studies and Practical Applications
- Ethical Considerations in Data Analytics
- Future Trends in Data Analytics and Project Management
- Final Project
Overview of project management principles
Introduction to data analytics and its relevance in project management
Identifying and gathering relevant project data
Data cleaning techniques and best practices
Summarizing project data with descriptive statistics
Using data visualization tools for project insights
Basics of predictive modeling
Applying forecasting techniques in project management
Decision-making frameworks in project management
Integrating data insights into project planning and execution
Key performance indicators (KPIs) and metrics for projects
Real-time data monitoring and dashboarding
Introduction to machine learning in project analytics
Using software tools like Python, R, or specialized project management software
Analyzing real-world project management scenarios
Group workshops for hands-on experience
Understanding data privacy and ethics in project management
Best practices for ethical data handling
Emerging technologies and methodologies
Preparing for the future of project management in a data-driven world
Capstone project integrating course concepts to solve a practical problem
Taught by
Start-Tech Academy
Subjects
Data Science