4Geeks logo
About us

Learning library

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.

Data Science and Machine Learning - 16 wks

Full-Stack Software Developer - 16w

Search from all Lessons

Social & live learning

The most efficient way to learn: Join a cohort with classmates just like you, live streams, impromptu coding sessions, live tutorials with real experts, and stay motivated.

Readings and lessons about Probability and statistics

Readings about Probability and statistics

The following lessons explain different programming concepts and have been published by our members. Search for a particular lesson using the filters

  • python

  • numpy

  • machine-learning

Linear Algebra

Read lesson
  • python

  • pandas

  • machine-learning

Bernoulli Probability with Python

Read lesson
  • python

  • numpy

  • machine-learning

Random Variables

Read lesson
  • machine-learning

  • prob-and-stats

Probability

Read lesson
  • machine-learning

  • prob-and-stats

Standard Normal Table

Read lesson
  • prob-and-stats

Mean and Std with Python

Read lesson
  • python

  • numpy

  • machine-learning

Hypothesis Testing

Read lesson
  • python

  • pandas

  • machine-learning

Plotting Distributions with Python

Read lesson
  • python

  • pandas

  • machine-learning

Plotting Binomial Distribution with Python

Read lesson
  • prob-and-stats

Binomial Distribution With Python

Read lesson
  • prob-and-stats

Descriptive Statistics

Read lesson
  • python

  • pandas

  • machine-learning

Binomial Probability with Python

Read lesson