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Data Science / Beginner

Statistics Tutorial

A complete Syntaxis course for Statistics, organized into atomic topics with concept-specific examples and mastery checks.

48 lessons~9.6 hoursvFoundations workspace_premium Certificate available
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Course curriculum

MODULE 01
Descriptive Statistics
8 lessons
1arithmetic mean
12 min
2weighted mean
12 min
3median
12 min
4mode
12 min
5range
12 min
6variance
12 min
7standard deviation
12 min
8interquartile range
12 min
MODULE 02
Probability
8 lessons
1sample space and events
12 min
2addition rule
12 min
3multiplication rule
12 min
4conditional probability
12 min
5Bayes theorem
12 min
6independence
12 min
7expected value
12 min
8law of total probability
12 min
MODULE 03
Distributions
8 lessons
1Bernoulli distribution
12 min
2binomial distribution
12 min
3Poisson distribution
12 min
4uniform distribution
12 min
5normal distribution
12 min
6exponential distribution
12 min
7z-score standardization
12 min
8central limit theorem simulation
12 min
MODULE 04
Sampling & Estimation
8 lessons
1simple random sampling
12 min
2sampling distribution of mean
12 min
3standard error
12 min
4point estimate
12 min
5confidence interval for mean
12 min
6confidence interval for proportion
12 min
7margin of error
12 min
8bootstrap estimate
12 min
MODULE 05
Hypothesis Testing
8 lessons
1null and alternative hypotheses
12 min
2p-value
12 min
3one-sample z test
12 min
4one-sample t test
12 min
5two-sample t test
12 min
6paired t test
12 min
7chi-square independence test
12 min
8Type I and Type II errors
12 min
MODULE 06
Relationships & Models
8 lessons
1covariance
12 min
2Pearson correlation
12 min
3Spearman rank correlation
12 min
4simple linear regression
12 min
5coefficient of determination R²
12 min
6residual analysis
12 min
7multiple regression concept
12 min
8confounding variables
12 min
Certificate Included

Statistics Certificate

Earn this credential in either of two ways: complete 100% of the course, or take the master exam directly and score 85% or higher. You do not need to finish the course before attempting the exam.

Course completion path
Finish every published lesson → completion certificate is issued automatically.
Mastery exam path
15 MCQs · 100 marks · 30 minutes · 85% pass · 4 attempts.
Fresh questions each attemptNo backtrackingPublic verificationAdd to LinkedIn
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