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Plotnine: Python Alternative to ggplot2

KDnuggets

Python's plotting libraries such as matplotlib and seaborn does allow the user to create elegant graphics as well, but lack of a standardized syntax for implementing the grammar of graphics compared to the simple, readable and layering approach of ggplot2 in R makes it more difficult to implement in Python.

Python 123
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8 Best Python Data Science Books [Beginners and Professionals]

Knowledge Hut

Python could be a high-level, useful programming language that allows faster work. Python was designed by Dutch computer programmer Guido van Rossum in the late 1980s. For those interested in studying this programming language, several best books for python data science are accessible. out of 5 on the Goodreads website.

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Exploratory Data Analysis Using Python

KDnuggets

In this tutorial, you’ll use Python and Pandas to explore a dataset and create visual distributions, identify and eliminate outliers, and uncover correlations between two datasets.

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Feature selection by random search in Python

KDnuggets

Learn how to use a simple random search in Python to get good results in less time. Feature selection is one of the most important tasks in machine learning.

Python 122
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10 Great Python Resources for Aspiring Data Scientists

KDnuggets

This is a collection of 10 interesting resources in the form of articles and tutorials for the aspiring data scientist new to Python, meant to provide both insight and practical instruction when starting on your journey.

Python 123
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Natural Language in Python using spaCy: An Introduction

KDnuggets

This article provides a brief introduction to working with natural language (sometimes called “text analytics”) in Python using spaCy and related libraries.

Python 121
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Datadog’s $65M/year customer mystery solved

The Pragmatic Engineer

Datadog is a leading observability tooling provider which went public in 2019, with a current market cap of $28B. It’s mostly written in Go, with some Java, Python and Ruby parts. We cover one out of six topics in today’s subscriber-only The Scoop issue. To get full newsletters twice a week, subscribe here.

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