Data Analysis with Python, R, Power Query, and Power BI Training Course
Python, R, Power Query, and Power BI are versatile tools for managing, analyzing, and visualizing data for government use.
This instructor-led, live training (online or onsite) is designed for beginner-level professionals who wish to clean and analyze data, make statistical projections, and create insightful visualizations using these tools.
By the end of this training, participants will be able to:
- Understand the basics of Python, R, Power Query, and Power BI for data analysis.
- Clean and organize datasets using Python and Power Query.
- Perform statistical analysis and projections with R.
- Create professional dashboards and reports with Power BI.
- Integrate and analyze data from multiple sources effectively.
Format of the Course
- Interactive lecture and discussion.
- Extensive exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Introduction to Data Analysis Tools for Government
- Overview of Python, R, Power Query, and Power BI for government use
- Applications of data analysis across various public sector operations and governance
- Setting up the tools and environment for effective data management in government agencies
Data Cleaning and Preparation for Government
- Using Python libraries (Pandas) for data cleaning in governmental datasets
- Data cleaning and transformation with Power Query for enhanced data integrity in public sector projects
- Handling missing data and inconsistencies to ensure reliable government reporting
Statistical Analysis with R for Government
- Basic statistical functions and data manipulation in R, tailored for government datasets
- Exploratory data analysis to support evidence-based decision-making in public sector operations
- Building and interpreting statistical models to inform policy and program evaluations
Data Integration and Transformation for Government
- Combining data from multiple sources with Power Query to enhance comprehensive reporting in government agencies
- Integrating Python and R workflows with Power BI for seamless data analysis in the public sector
- Ensuring data consistency and quality to support transparent and accountable governance
Visualizing Data with Power BI for Government
- Creating dynamic dashboards and visualizations to enhance transparency and public engagement
- Using Power BI to identify trends and insights that inform strategic planning in government agencies
- Sharing and publishing reports to support collaborative decision-making and public access to information
Applications and Industry Case Studies for Government
- Real-world case studies in data analysis, with a focus on governmental applications
- Developing workflows for common industry scenarios relevant to government operations
- Hands-on project to consolidate learning and apply best practices in public sector data management
Summary and Next Steps for Government
Requirements
- Basic understanding of statistics
- Familiarity with spreadsheets and data entry
- No prior programming experience required
Audience for Government
- Business analysts
- Data professionals
- Project managers
- Administrative staff
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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Testimonials (1)
engagement with the attendees
Magdeline Matsie Mokonyane-Motha - Tshwane University of Technology
Course - PL-300T00: Microsoft Power BI Data Analyst
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