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subject · Data Scientist

Statistics

Statistics for Data Scientist on CareerPlane — 4 practical, sandbox-driven topics. Pick a topic to open its interactive lesson.

4 / topics
in the subject
4 / pages
topic pages
L1 / priority
core fundamentals

Topics in Statistics

04 topics · 04 pages
TOPIC · 01

Descriptive Statistics & Exploratory Data Analysis (EDA)

priority 1 Professional statisticsedameanmedianstddistributioncorrelation
TOPIC · 02

Probability & Distributions (Normal / Binomial / Poisson)

priority 1 Professional statisticsprobabilitynormalbinomialpoissondistributions
TOPIC · 03

Hypothesis Testing & p-values (t-test / chi-square / ANOVA)

priority 1 Professional statisticshypothesist-testchi-squareanovap-valuesignificance
TOPIC · 04

A/B Testing & Experimental Design for Data-Driven Decisions

priority 1 Professional ab-testingexperimentcontrolvariantstatistical-significancelift
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