Data Analysis using MS Excel, Power Query & MS Access (DBMS)
Data Analysis using MS Excel, Power Query &
MS Access (DBMS)
**********Course Modules**********
Module 1: Introduction to Data Analysis - 1 Week
Understanding the importance of data analysis in decision-making
Overview of Microsoft Excel, Power Query, and MS Access
Setting up the environment and understanding basic functionalities
Module 2: Data Importation and Cleaning with Excel and Power Query - 1 Week
Importing data from various sources into Excel
Introduction to Power Query for data transformation and cleaning
Cleaning and structuring data to prepare it for analysis
Module 3: Data Analysis with Excel - 1 Week
Exploring basic data analysis techniques in Excel (e.g., sorting, filtering, pivot tables)
Performing statistical analysis using Excel functions
Creating visualizations and charts to communicate insights effectively
Module 4: Advanced Data Analysis Techniques with Excel - 1 Week
Advanced data manipulation and analysis using array formulas
Utilizing Excel's built-in data analysis tools (e.g., What-If Analysis, Solver)
Introduction to Power Pivot for more sophisticated data modeling and analysis
Module 5: Introduction to MS Access (DBMS) - 1 Week
Understanding the role of MS Access in database management
Creating and working with tables, queries, forms, and reports in MS Access
Establishing relationships between database entities for efficient data management
Module 6: Integrating Excel, Power Query, and MS Access - 1 Week
Importing and exporting data between Excel, Power Query, and MS Access
Leveraging Power Query to connect Excel and MS Access for seamless data analysis
Automating data workflows and processes for increased efficiency
Module 7: Advanced Database Operations with MS Access - 1 Week
Advanced query techniques (e.g., parameter queries, SQL queries)
Implementing data validation and integrity constraints
Enhancing database performance and scalability
Module 8: Real-world Case Studies and Projects - 1 Week
Applying learned concepts and techniques to real-world scenarios
Working on hands-on projects to reinforce understanding
Presenting findings and insights from data analysis projects
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