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For all the self-taught geeks out there, here is our content library with most of the learning materials we have produced throughout the years.

It makes sense to start learning by reading and watching videos about fundamentals and how things work.

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Learn Probability and statistics

Lessons, exercises, and projects about Probability and statistics

Browse our list of curated database of projects, exercises, and lessons to learn Probability and Statistics

  • python

  • numpy

  • machine-learning

Linear Algebra

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  • python

  • pandas

  • machine-learning

Bernoulli Probability with Python

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  • python

  • numpy

  • machine-learning

Random Variables

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  • python

  • numpy

  • pandas

Probability Exercises Project in Python

  • beginner

Use your numpy, pandas and matplotib skills to practice a little about probabilities

Start project
  • machine-learning

  • prob-and-stats

Probability

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  • machine-learning

  • prob-and-stats

Standard Normal Table

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  • prob-and-stats

Mean and Std with Python

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  • python

  • numpy

  • machine-learning

Hypothesis Testing

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  • python

  • numpy

  • pandas

Probability Distributions Exercises Project in Python

  • beginner

Use your numpy, pandas and matplotib skills to practice a little about probability distributions

Start project
  • python

  • pandas

  • machine-learning

Plotting Distributions with Python

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  • python

  • pandas

  • machine-learning

Plotting Binomial Distribution with Python

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  • prob-and-stats

Binomial Distribution With Python

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  • prob-and-stats

Descriptive Statistics

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  • python

  • numpy

  • pandas

Descriptive Statistics Exercises Project with Python

  • beginner

Use your numpy, pandas and matplotib skills to practice a little about descriptive statistics

Start project
  • python

  • pandas

  • machine-learning

Binomial Probability with Python

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