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数据科学教程
通过我们的数据科学教程推动您的数据职业发展。我们将带您一步步完成具有挑战性的 数据科学函数与模型。
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Datasets from Images
This tutorial will demonstrate how you can make datasets in CSV format from images and use them for Data Science, on your laptop.
Rohit Peesa
2018年8月13日
Python IF, ELIF, and ELSE Statements
In this tutorial, you will learn exclusively about Python if else statements.
Sejal Jaiswal
2018年8月8日
Bivariate Distribution Heatmaps in R
Learn how to visually show the relationship between two features, how they interact with each other, and where data points are concentrated.
Carlos Zelada
2018年7月31日
How to Execute Python/R in SQL
After reading this tutorial, you'll know how to embed R & Python scripts in T-SQL statements & know what data types are used to pass data between SQL & Python/R.
Kyle Weller
2018年7月30日
Web Scraping using Python (and Beautiful Soup)
In this tutorial, you'll learn how to extract data from the web, manipulate and clean data using Python's Pandas library, and data visualize using Python's Matplotlib library.
Sicelo Masango
2025年4月21日
How to Do Linear Regression in R
Learn linear regression, a statistical model that analyzes the relationship between variables. Follow our step-by-step guide to learn the lm() function in R.
Eladio Montero Porras
2025年10月17日
Common Data Science Pitfalls & How to Avoid them!
In this tutorial, you'll learn about some pitfalls you might experience when working on data science projects "in the wild".
DataCamp Team
2018年7月17日
Introduction to k-Means Clustering with scikit-learn in Python
In this tutorial, learn how to apply k-Means Clustering with scikit-learn in Python
Kevin Babitz
2023年3月10日
Setup a Data Science Environment on your Computer
Learn about the various options you have to setup a data science environment with Python, R, Git, and Unix Shell on your local computer.
DataCamp Team
2018年6月27日
Machine Learning and NLP using R: Topic Modeling and Music Classification
In this tutorial, you will build four models using Latent Dirichlet Allocation (LDA) and K-Means clustering machine learning algorithms.
Debbie Liske
2018年6月21日
Decision Trees in Machine Learning Using R
A comprehensive guide to building, visualizing, and interpreting decision tree models with R.
Arunn Thevapalan
James Le
2023年6月1日
Python String to DateTime: How to Convert Strings to DateTime Objects
Learn how to convert strings to datetime objects in Python using strptime(), dateutil, and pandas with practical code examples.
Arunn Thevapalan
2026年2月4日