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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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
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.
DataCamp Team
December 30, 2019
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.
Avinash Navlani
December 27, 2019
Installing Anaconda on Windows Tutorial
This tutorial will demonstrate how you can install Anaconda, a powerful package manager, on Microsoft Windows.
DataCamp Team
December 18, 2019
Survival Analysis in R For Beginners
In this tutorial, you'll learn about the statistical concepts behind survival analysis and you'll implement a real-world application of these methods in R.
Daniel Schütte
December 17, 2019
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
August 11, 2024
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.
Moez Ali
March 23, 2023
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 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.
Karlijn Willems
February 28, 2023
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.
Karlijn Willems
December 10, 2019
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.
Aditya Sharma
December 10, 2019
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.
Isaiah Hull
December 9, 2019