Data Cleaning, Analysis and AI in Excel Course Overview
The 'Data Cleaning, Analysis and AI in Excel Course Overview' by Open Source equips professionals with essential skills to transform raw data into actionable insights. This course is vital for data analysts, marketers, and business professionals seeking to enhance decision-making through effective data management and analysis techniques using Excel’s powerful tools and AI capabilities.
Course outline & what you'll learn
- Importance of data quality
- Common data issues and how to identify them
- Tools and techniques for data cleaning in Excel
Overview of data analysis concepts
- Descriptive statistics and data visualization
- Using Excel functions for analysis (SUM, AVERAGE, COUNT, etc.)
- Logical functions (IF, AND, OR)
- Lookup functions (VLOOKUP, HLOOKUP, INDEX, MATCH)
- Text functions for data manipulation
- Understanding artificial intelligence and machine learning
Overview of AI applications in data analysis
- Using Excel’s built-in AI features
- Creating predictive models with Excel
- Introduction to Power Query and Power Pivot
- Creating effective charts and graphs
- Using PivotTables for data summarization
- Dashboard creation for data presentation
- Organizing data for optimal analysis
- Documentation and data lineage
- Ethical considerations in data handling
- Applying data cleaning, analysis, and AI techniques on a real-world dataset
- Presenting findings and insights using Excel tools
Why train with Traincrest
This Open Source course is delivered by Traincrest's certified instructors, live online or in the classroom, with hands-on labs and a 98% exam success rate. Trusted by 500+ companies and 50,000+ students worldwide.