Master Data Analytics from Zero

Fundamentals Journey

18 chapters to master data analytics from zero

01

Welcome to the World of Data

Discover that you're already a data analyst and learn why data matters

02

Data in Everyday Life

Recognize data all around you and understand how you create and consume it

03

What is Data Analytics?

Define data analytics and understand the four types of analytics

04

Types of Data

Learn about numerical, categorical, temporal, and text data

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05

Understanding Tabular Data

Master the anatomy of tables: rows, columns, cells, and keys

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06

Working with Multiple Tables

Understand relationships between tables and how data connects

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07

The Analytics Mindset

Develop analytical thinking patterns and habits

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08

The Analytics Process

Learn the 6-step journey from question to decision

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09

Asking the Right Questions

Master the art of formulating analytical questions using SMART framework

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10

Descriptive Analysis

Learn to summarize and describe data with statistics

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11

Comparative & Trend Analysis

Compare categories and identify trends over time

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12

Advanced Analysis Types

Explore correlation, cohort, funnel, and scenario analysis

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13

Introduction to Visualization

Understand why and when to visualize data

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14

Basic Charts - Part 1

Master bar and column charts with drag-and-drop builder

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15

Basic Charts - Part 2

Learn line and pie charts with interactive examples

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16

Advanced Charts - Part 1

Explore scatter plots and area charts

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17

Advanced Charts - Part 2

Master waterfall, funnel, heatmap, and histogram charts

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18

Choosing the Right Visualization

Master the decision framework for visualization selection

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