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Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
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Python

Markov Chains in Python: Beginner Tutorial

Learn about Markov Chains, their properties, transition matrices, and implement one yourself in Python!

Sejal Jaiswal

December 31, 2019

Python

Probability Distributions in Python Tutorial

In this tutorial, you'll learn about and how to code in Python the probability distributions commonly referenced in machine learning literature.
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DataCamp Team

December 30, 2019

Machine Learning

Support Vector Machines with Scikit-learn Tutorial

In this tutorial, you'll learn about Support Vector Machines, one of the most popular and widely used supervised machine learning algorithms.
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Avinash Navlani

December 27, 2019

Python

Installing Anaconda on Windows Tutorial

This tutorial will demonstrate how you can install Anaconda, a powerful package manager, on Microsoft Windows.
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DataCamp Team

December 18, 2019

Daniel Schütte

December 17, 2019

Python

Understanding Logistic Regression in Python

Learn about logistic regression, its basic properties, and build a machine learning model on a real-world application in Python using scikit-learn.
Avinash Navlani's photo

Avinash Navlani

August 11, 2024

Python

NLTK Sentiment Analysis Tutorial for Beginners

Python NLTK (natural language toolkit) sentiment analysis tutorial. Learn how to create and develop sentiment analysis using Python. Follow specific steps to mine and analyze text for natural language processing.
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Moez Ali

March 23, 2023

Python

Introduction to Plotting with Matplotlib in Python

This tutorial demonstrates how to use Matplotlib, a powerful data visualization library in Python, to create line, bar, and scatter plots with stock market data.

Kevin Babitz

May 30, 2023

Python

Python Numpy Array Tutorial

A NumPy tutorial for beginners in which you'll learn how to create a NumPy array, use broadcasting, access values, manipulate arrays, and much more.
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Karlijn Willems

February 28, 2023

Python

Keras Tutorial: Deep Learning in Python

This Keras tutorial introduces you to deep learning in Python: learn to preprocess your data, model, evaluate and optimize neural networks.
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Karlijn Willems

December 10, 2019

Python

Introduction to GUI With Tkinter in Python

In this tutorial, you are going to learn how to create GUI apps in Python. You'll also learn about all the elements needed to develop GUI apps in Python.
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Aditya Sharma

December 10, 2019

Python

Using TensorFlow 2.0 to Compose Music Tutorial

In this tutorial, you will learn how to train generative models to compose music in TensorFlow 2.0.
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Isaiah Hull

December 9, 2019