Data Analysis Basics

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Data Analysis Basics

Data Analysis Basics

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Updated 3 weeks ago

About

Modules

M:1

Introduction To Data Analysis

5 Lessons

|

45 Min

What is Data Analysis?
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Importance Of Data Analysis in Decision-making
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Types Of Data
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Data Lifecycle Overview
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Knowledge Check
-

M:2

Understanding Data

6 Lessons

|

36 Min

Sources Of Data
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Data Formats
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Key Data Concepts
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Introduction To Descriptive Vs. Inferential Analysis
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Practical Exercises and Answers
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Knowledge Check
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M:3

Data Collection And Preparation

5 Lessons

|

44 Min

Methods of Collecting Data
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Data Quality
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Data Cleaning Basics
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Practical Exercise
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Knowledge Check
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M:4

Organizing Data For Analysis

5 Lessons

|

35 Min

Introduction To Spreadsheets and Basic Database Tools
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Sorting, Filtering, and Tabulating Data
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Exercise: Sorting, Filtering and Tabulating Data
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Using Simple Formulas
14:38
Knowledge Check
-

M:5

Basic Analysis Techniques

4 Lessons

|

18 Min

Descriptive Statistics
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Identifying Patterns and Trends
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Introduction To Correlation
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Knowledge Check
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M:6

Data Visualization Basics

5 Lessons

|

7 Min

Data Visualization
3:36
Importance Of Visuals in Analysis
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Common Visualization Types
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Choosing The Right Chart for the Data
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Knowledge Check
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M:7

Tools For Data Analysis

5 Lessons

|

45 Min

Foundation in Spreadsheet Tools
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Overview Of Beginner-friendly Tools
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Introduction to Python and R
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Practical Exercise
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Knowledge Check
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M:8

Communicating Insights

5 Lessons

|

37 Min

Telling A Story with Data
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Best Practices for Reports and Presentations
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Avoiding Common Pitfalls In Data Interpretation
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Structuring A Simple Analysis Report or Presentation
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Knowledge Check
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M:9

Application Of Data Analysis

4 Lessons

|

15 Min

Applying Data Analysis in Different Sectors
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Identifying Opportunities and Limitations of Data Analysis
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Case Example of Data-driven Decision Making
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Knowledge Check
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M:10

Reading Resources

1 Lessons

|

3 Min

Articles
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Preview this course

This course includes:

4 Hr, 50 Min on-demand video
8 assignments
34 articles
Lifetime access
Milestone budges