excel

Explore in-depth topics and key concepts in data-analytics — e.g., Data Cleaning Techniques in Excel, Excel Functions for Data Cleaning, Dynamic Arrays.

Topics Covered

Data Cleaning Techniques in Excel

Key Concepts: Identifying data inconsistencies, Removing duplicates, Handling missing values, Standardizing data formats

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Excel Functions for Data Cleaning

Key Concepts: Remove Duplicates, Text Functions, Basic Formulas

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Dynamic Arrays

Key Concepts: Understanding and using dynamic array functions such as FILTER, SORT, and UNIQUE.

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Data Hygiene

Key Concepts: importance of data hygiene, common data issues, techniques for cleaning data

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Introduction to Data Hygiene

Key Concepts: definition of data hygiene, importance of clean data, common data errors

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Filtering and Sorting

Key Concepts: Understanding filters, Applying filters based on criteria, Sorting data alphabetically and numerically

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Understanding Data Quality Issues

Key Concepts: types of data quality issues, impact of incorrect data entry, examples of inconsistent data formats

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Advanced Logical Functions

Key Concepts: Exploring IF, IFS, and SWITCH functions for complex decision-making in data analysis.

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Database Functions

Key Concepts: AVERAGEIF, SUMIFS, COUNTIFS, understanding criteria

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Text Functions

Key Concepts: Using functions like CONCATENATE, TEXTJOIN, and MID for data manipulation and formatting.

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Chart Types

Key Concepts: Valid chart types, Creating different chart types, Choosing the right chart for data

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Conditional Formatting

Key Concepts: Applying conditional formatting to highlight trends and key data points in your analysis.

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Advanced Pivot Tables

Key Concepts: Creating and customizing Pivot Tables, using slicers and timelines for better data visualization.

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Real-World Project

Key Concepts: Integrating all learned concepts into a real-world scenario to reinforce knowledge.

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