Intro to Statistics

Udacity

Course

Online

Free

Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

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

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

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Subjects

  • Statistics
  • Mathematics
  • GCSE Mathematics
  • Data
  • Probability

Course programme

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

See related categories

Intro to Statistics

Free