ByteTrail

Level 17 · Module 60

Probability & Statistics

A structured module covering the essential ideas of probability & statistics.

Difficulty
advanced
Published path
8 lessons · 80 min

What you will learn

  • Probability
  • Random variables
  • Distributions
  • Expected value
  • Variance
  • Conditional probability
  • Bayes theorem
  • Statistical inference
Prerequisites:Linear Algebra

Start here

Lessons · 80 min

  1. ProbabilityPlanned

    Planned lesson: Probability. This lesson has not been written yet.

    10 min · advanced

  2. Random variablesPlanned

    Planned lesson: Random variables. This lesson has not been written yet.

    10 min · advanced

  3. DistributionsPlanned

    Planned lesson: Distributions. This lesson has not been written yet.

    10 min · advanced

  4. Expected valuePlanned

    Planned lesson: Expected value. This lesson has not been written yet.

    10 min · advanced

  5. VariancePlanned

    Planned lesson: Variance. This lesson has not been written yet.

    10 min · advanced

  6. Conditional probabilityPlanned

    Planned lesson: Conditional probability. This lesson has not been written yet.

    10 min · advanced

  7. Bayes theoremPlanned

    Planned lesson: Bayes theorem. This lesson has not been written yet.

    10 min · advanced

  8. Statistical inferencePlanned

    Planned lesson: Statistical inference. This lesson has not been written yet.

    10 min · advanced

What you will cover

Module units

  1. Probability

    A planned unit covering Probability.

  2. Random variables

    A planned unit covering Random variables.

  3. Distributions

    A planned unit covering Distributions.

  4. Expected value

    A planned unit covering Expected value.

  5. Variance

    A planned unit covering Variance.

  6. Conditional probability

    A planned unit covering Conditional probability.

  7. Bayes theorem

    A planned unit covering Bayes theorem.

  8. Statistical inference

    A planned unit covering Statistical inference.