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

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

Machine Learning Engineering (16 weeks)

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Readings and lessons about Probability and statistics

Readings about Probability and statistics

The following lessons explain different programming concepts and have been published by members of BreatheCode, now 4Geeks, search for a particular lesson using the filters

  • python

  • numpy

  • machine-learning

Linear Algebra

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  • python

  • pandas

  • machine-learning

Plotting Binomial Distribution with Python

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  • python

  • numpy

  • machine-learning

Random Variables

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  • machine-learning

  • prob-and-stats

Probability

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  • prob-and-stats

Normal Distribution with Python

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  • prob-and-stats

Binomial Distribution With Python

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  • python

  • pandas

  • machine-learning

Bernoulli Probability with Python

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  • python

  • numpy

  • machine-learning

Hypothesis Testing

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  • python

  • pandas

  • machine-learning

Binomial Probability with Python

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  • prob-and-stats

Mean and Std with Python

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  • machine-learning

  • prob-and-stats

Standard Normal Table

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  • prob-and-stats

Descriptive Statistics

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  • python

  • pandas

  • machine-learning

Plotting Distributions with Python

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