# Intro to Statistics

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Gratis

## Informazioni importanti

• Corso
• Online
• Quando:
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Descrizione

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

Informazioni importanti
Sedi

Dove e quando

Inizio Luogo
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Online

## Cosa impari in questo corso?

 Statistics Mathematics GCSE Mathematics Probability Data

## Programma

Lesson 1: Visualizing relationships in data

Seeing relationships in data and predicting based on them; Simpson's paradox

Lesson 2: Probability

Probability; Bayes Rule; Correlation vs. Causation

Lesson 3: Estimation

Maximum Likelihood Estimation; Mean, Median, Mode; Standard Deviation, Variance

Lesson 4: Outliers and Normal Distribution

Outliers, Quartiles; Binomial Distribution; Central Limit Theorem; Manipulating Normal Distribution

Lesson 5: Inference

Confidence intervals; Hypothesis Testing

Lesson 6: Regression

Linear regression; correlation

Lesson 7: Final Exam