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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 Pandas

Lessons, exercises, and projects about Pandas

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

  • python

  • pandas

Pandas Data Cleaning

Learn how to clean and preprocess data using Pandas in Python. Discover essential techniques and functions for handling missing values, duplicates, outliers, and more.

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  • python

  • pandas

  • machine-learning

Introduction to Pandas

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  • python

  • pandas

Importing Static Files with Pandas

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  • python

  • pandas

  • machine-learning

Intro to Matplotlib

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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

  • pandas

  • machine-learning

Plotting Functions With Python

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  • python

  • pandas

  • machine-learning

Pandas for Machine Learning

  • beginner

Learn the basics and become comfortable using pandas for manipulating machine learning 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

  • pandas

  • machine-learning

Bernoulli Probability with Python

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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

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  • python

  • pandas

  • machine-learning

Plotting Distributions with Python

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  • python

  • sql

  • pandas

Connecting to SQL Databases

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  • 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

  • pandas

  • machine-learning

Plotting Binomial Distribution with Python

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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

Binomial Probability with Python

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