Course Outline
Introduction to Data Analysis Tools
- Overview of Python, R, Power Query, and Power BI
- Applications of data analysis across industries
- Setting up the tools and environment
Data Cleaning and Preparation
- Using Python libraries (Pandas) for data cleaning
- Data cleaning and transformation with Power Query
- Handling missing data and inconsistencies
Statistical Analysis with R
- Basic statistical functions and data manipulation in R
- Exploratory data analysis
- Building and interpreting statistical models
Data Integration and Transformation
- Combining data from multiple sources with Power Query
- Integrating Python and R workflows with Power BI
- Ensuring data consistency and quality
Visualizing Data with Power BI
- Creating dynamic dashboards and visualizations
- Using Power BI to identify trends and insights
- Sharing and publishing reports
Applications and Industry Case Studies
- Real-world case studies in data analysis
- Developing workflows for common industry scenarios
- Hands-on project to consolidate learning
Summary and Next Steps
Requirements
- Basic understanding of statistics
- Familiarity with spreadsheets and data entry
- No prior programming experience required
Audience
- Business analysts
- Data professionals
- Project managers
- Administrative staff
Testimonials (5)
The content was tough but that extra effort I had to put helped me remember and understand power BI better.
Melvin - TLI Group
Course - Power BI DAX Fundamentals
Discussing about our issues
Rr Dwi Putri Periska Sari - PT. Becton Dickinson Indonesia
Course - Power BI for Developers
What I liked the most was the coach's openness regarding the change in content as well as the approach that was previously prepared to accommodate our real needs
Ernesto Sitoe Junior - Electricidade de Mocambique
Course - Advanced Power BI
Best practices for building a data model and best practices for visual elements in a report not covered in official materials. Many examples from projects.
Abc Xyz
Course - Microsoft Power BI Data Analyst (szkolenie autoryzowane PL-300)
Machine Translated
There are many fields and functions which I haven't recognized or I haven't been familiar with. It was really good that I could get such knowledge or skills for self-development and for database creation for company.