Data Analytics Bootcamp

Syllabus
Statistical Thinking
SQL
Python
Tableau

Statistical Thinking

Syllabus
Statistical Thinking
- Statistics
SQL
- SQL
  - SQL Session 01: Coming Soon
  - Slides
Python
- Python
  - Python Session 01: Coming Soon
  - Slides
Tableau
- Tableau

Statistics

Statistics Session 01: Descriptive Stats

Distributions, central tendency, spread, and visualization

This chapter introduces the foundations of data analytics and statistical thinking.
Students explore how data becomes insight, what types of analytics exist, and how…

Statistics Session 02: Data Types

Data Types, Central Tendancy

Statistics is the branch of mathematics that transforms numbers (data) into useful information fohr decision makers.

Statistics Session 03: Inference Essentials

Probabilistic Distributions, Sampling

To understand a probability distribution, we start with a simple experiment: We go outside and measure people’s heights, one person at a time. Assume the true average height…

Statistics Session 04: Inference Essentials

Sorytelling with Data

Storytelling with Data

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