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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 Numpy

Lessons, exercises, and projects about Numpy

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

  • python

  • numpy

  • pandas

Real Estate Data Cleanup

  • easy

Prepare a real dataset to later train a machine learning model

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  • python

  • numpy

  • calculus

Calculus and Algebra problems with Python

  • beginner

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

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  • python

  • numpy

  • machine-learning

Hypothesis Testing

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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

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  • python

  • numpy

  • machine-learning

Introduction to Numpy

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  • python

  • numpy

  • machine-learning

Linear Algebra

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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
  • python

  • numpy

  • machine-learning

Numpy Tutorial Exercises

  • intermediate

This interactive tutorial will help you become familiar on it, master the most used functionalities and help you clean up your first datasets

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  • python

  • numpy

  • pandas

Hypothesis Testing Exercises Project in Python

  • beginner

Use your numpy, pandas and matplotib skills to practice a little about hypothesis testing with Annova and others

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  • python

  • numpy

  • machine-learning

Random Variables

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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

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