Intro to Statistics

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Gratis

Informazione importanti

  • Corso
  • Online
  • Quando:
    Da definire
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.

Informazione importanti
Sedi

Dove e quando

Inizio Luogo
Da definire
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