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News & links about Python programming.
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The ABCs of Data Science: 26 of the Most Important Concepts

From artificial neural networks to Z-scores

https://betterprogramming.pub/the-abcs-of-data-science-26-of-the-most-important-concepts-be097434ed5d
Build Your First Interactive Data Science Web App with Streamlit

Highlighting some of the most common…

https://towardsdatascience.com/build-your-first-interactive-data-science-web-app-with-streamlit-d4892cbe4792
How to Create a full stack Job Portal Web application as your Project Using Django and PyTorch

https://medium.com/@tushar-sarkar/how-to-create-a-full-stack-job-portal-web-application-as-your-project-using-django-and-pytorch-2d8ef04d2a19
7 Useful Tricks for Python Regex You Should Know

Write powerful and readable regex with them

https://towardsdatascience.com/7-useful-tricks-for-python-regex-you-should-know-ec20381e22f2
Build your own Grammarly in Python

Spelling and Grammar Correction tool in Python

https://towardsdatascience.com/build-your-own-grammarly-in-python-6fb4297c189c
6 Things To Know When Dockerizing Python Apps in Production

A checklist to run Docker containers with…

https://betterprogramming.pub/6-things-to-know-when-dockerizing-python-apps-in-production-f4701b50ca46
Why and when to build a Machine Learning Platform (part 2)

Enter the solution…

https://medium.com/mercadolibre-tech/why-and-when-to-build-a-machine-learning-platform-part-2-66eae56c4b35
Introduction to hierarchical time series forecasting — part II

Example in Python using scikit-hts

https://towardsdatascience.com/introduction-to-hierarchical-time-series-forecasting-part-ii-e73dfd3de86b
Apply These 4 Techniques To Write Concise Python Code

Write Python code in a Pythonic way

https://betterprogramming.pub/apply-these-4-techniques-to-write-concise-python-code-9298458fbb2e
Pandas May Not Be the King of the Jungle After All

A slightly biased comparison

https://towardsdatascience.com/pandas-may-not-be-the-king-of-the-jungle-after-all-f09d061cf121
Useful pip commands in Data Science

The Python Package Index (PyPI) is a repository of software for…

https://towardsdatascience.com/useful-pip-commands-in-data-science-6632c7fd2d0a
The Implicit Sides of Python — 4 Notable Features

Know what goes on under the hood

https://betterprogramming.pub/the-implicit-sides-of-python-4-notable-features-961939f224e4
Master Machine Learning: Multiple Linear Regression From Scratch With Python

Machine Learning can be…

https://towardsdatascience.com/master-machine-learning-multiple-linear-regression-from-scratch-with-python-ac716a9b78a4
Apache Spark Performance Boosting

A comprehensive guide about performance tips for Pyspark

https://towardsdatascience.com/apache-spark-performance-boosting-e072a3ec1179
The Art of Web Scraping

Master the practice of extracting data from a website as efficiently as…

https://betterprogramming.pub/the-art-of-web-scraping-382e2ea43c18
Why Production Machine Learning Fails — And How To Fix It

Deploy your ML models with flying colors by…

https://towardsdatascience.com/why-production-machine-learning-fails-and-how-to-fix-it-b59616184604
4 Reasons Why You Should Be Using Python Generators

Generators in Python are more than just an…

https://betterprogramming.pub/4-reasons-why-should-be-using-python-generators-660458b0085d
Introduction to Python

The who, what and why of Python

https://towardsdatascience.com/introduction-to-python-c43e17aaa78b