Week 4: Statistics Foundations for Data Analysis

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Week 4: Statistics Foundations for Data Analysis

Week 4 of 12 · Analysis · 7 days

Full curriculum

0 of 7 daysWeek 4 progress

Foundations

01Data Foundations & Excel Analytics

02SQL Fundamentals & Database Basics

03Advanced SQL & Analytics Queries

Analysis

04Statistics Foundations for Data Analysis

Day 1 · Measures of Central Tendency
Day 2 · Measures of Dispersion
Day 3 · Data Distributions & Shape
Day 4 · Probability Fundamentals
Day 5 · Common Probability Distributions
Day 6 · Sampling & Estimation
Day 7 · Week 4 Project & Assessment

Self-assessment quiz

05Advanced Statistics & Exploratory Data Analysis

Programming

06R Programming Fundamentals

07Advanced R & Data Visualization

08R Shiny - Interactive Dashboards

BI tools

09Power BI Fundamentals

10Tableau Essentials

Capstone

11Capstone Project - Part 1

12Capstone Completion & Career Prep

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