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学习数据科学

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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Machine Learning with Black Friday Dataset Tutorial

In this tutorial, you will gain knowledge on filling null values, preprocessing data, reducing dimensionality using PCA, and split data using K-Fold.

Rohit Peesa

2018年10月11日

Managing PostgreSQL Databases in Python with psycopg2

Discover how to create, connect to and manage PostgreSQL databases using Python’s psycopg2 package.
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Javier Canales Luna

2025年3月21日

Latent Semantic Analysis using Python

In this tutorial, you will learn how to discover the hidden topics from given documents using Latent Semantic Analysis in python.
Avinash Navlani's photo

Avinash Navlani

2018年10月9日

Subsetting Datasets in R

Subsetting datasets is a crucial skill for any data professional. Learn and practice subsetting data in this quick interactive tutorial!
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Tom Jeon

2018年10月8日

Contingency Analysis using R

In this tutorial, you'll learn with the help of an example how "Contingency Analysis" or "Chi-square test of independence" works and also how efficiently we can perform it using R.
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Vedabrata Basu

2018年10月5日

Diving Deep with Imbalanced Data

Learn the techniques to deal with an imbalanced dataset.
Sayak Paul's photo

Sayak Paul

2018年10月4日

Social Network Analysis in Python

Networks today are part of our everyday life. Let's learn how to visualize and understand a social network in Python using Networks.
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Amita Kapoor

2018年10月2日

Using Regular Expressions to Clean Strings

This tutorial takes course material from DataCamp's Cleaning Data in Python course and allows you to clean strings using regular expressions.
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Ryan Sheehy

2018年9月28日

Factor Levels in R

This tutorial takes course material from DataCamp's free Intro to R course and allows you to practice Factors.
Ryan Sheehy's photo

Ryan Sheehy

2018年9月27日

Demystifying Crucial Statistics in Python

Learn about the basic statistics required for Data Science and Machine Learning in Python.
Sayak Paul's photo

Sayak Paul

2018年9月27日

Creating a List in R

Practice Lists in R by using course material from DataCamp's Intro to R course.
Ryan Sheehy's photo

Ryan Sheehy

2018年9月27日