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May 14, 20211 min read

Automating Data Science: Prospects and Challenges

Automating Data Science: Prospects and Challenges (accepted by the Communications of the ACM) arXiv paper abstract...

Mar 18, 20211 min read

Use PixelLib to extract objects in images and videos with 5 lines of code

Use PixelLib to extract objects in images and videos with 5 Lines of code For example, first do the following: pip3 install pixellib Then...

Mar 15, 20211 min read

Use PyCaret to apply 14 ML models at once and explore data

Use PyCaret to apply 14 machine learning models at once with only 5 lines of Python code. PyCaret can also be used to explore data. For...

Feb 26, 20211 min read

Tired of Python import statements? pyforest replaces them with one line of code

Tired of Python import statements? pyforest replaces them with one line of code. For example, instead of import pandas as pd Just...

Feb 10, 20211 min read

New Kaggle survey on ML and Data Science

Kaggle releases survey on Machine Learning and Data Science InfoQ article https://www.infoq.com/news/2021/02/kaggle-report-2020 Kaggle...

Jan 17, 20211 min read

Use hvplot to make Python pandas plots interactive with pan, zoom, and hover

Use hvplot to make Python pandas plots interactive with pan, zoom, and hover https://lnkd.in/dSa_sx2 For example, run the following: pip...

Jan 8, 20211 min read

Scaling Pandas to Handle More Data Faster: Comparing Dask, Ray, Modin, Vaex, and RAPIDS

Scaling Pandas to Handle More Data Faster: Comparing Dask, Ray, Modin, Vaex, and RAPIDS https://lnkd.in/exkv7UX Process more data quicker...

Jan 7, 20211 min read

data-describe — A better way to do Exploratory Data Analysis (EDA)

data-describe — A better way to do Exploratory Data Analysis (EDA) https://lnkd.in/e6GdXQW What package do you rely on for Exploratory...

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