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News & links about Python programming.
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Is Apache Airflow 2.0 good enough for current data engineering needs?

What changed in the new release…

https://towardsdatascience.com/is-apache-airflow-2-0-good-enough-for-current-data-engineering-needs-6e152455775c
3 Ways a Deep Understanding of Bayes Theorem Will Improve Your Data Science

An intuitive explanation…

https://towardsdatascience.com/bayes-theorem-abc1795af097
Stop Using Print to Debug in Python. Use Icecream Instead

Are you Using Print or Log to Debug your…

https://towardsdatascience.com/stop-using-print-to-debug-in-python-use-icecream-instead-79e17b963fcc
Unlimited Flexibility of Pandas

There is almost always more than one solution

https://towardsdatascience.com/unlimited-flexibility-of-pandas-7cf6ab8ba3fc
Completely Free Roadmap to Learn Data Science in 2021

A concise selection of resources

https://towardsdatascience.com/completely-free-roadmap-to-learn-data-science-in-2021-e0fa6147e247
3 Essential Ways to Calculate Feature Importance in Python

A must-know for any aspiring data scientist

https://towardsdatascience.com/3-essential-ways-to-calculate-feature-importance-in-python-2f9149592155
3 Pandas Functions That Will Make Your Life Easier

A practical guide with worked through examples

https://towardsdatascience.com/3-pandas-functions-that-will-make-your-life-easier-4d0ce57775a1
All you need to know about Seaborn

When should I use…

https://towardsdatascience.com/all-you-need-to-know-about-seaborn-6678a02f31ff
Lazy Predict: fit and evaluate all the models from scikit-learn with a single line of code

https://towardsdatascience.com/lazy-predict-fit-and-evaluate-all-the-models-from-scikit-learn-with-a-single-line-of-code-7fe510c7281
Deploy a Smart Contract using Python: How-to

Python has numerous tools including brownie and web3.py

https://codeburst.io/deploy-a-smart-contract-using-python-how-to-b62de0124b
The Best VS Code Extensions for Python Developers for 2021

Python productivity

https://medium.com/better-programming/the-best-vs-code-extensions-for-python-developers-for-2021-748b2ce16eee
Monte Carlo Pricing in Python

A guide to the notion of securities pricing with code

https://towardsdatascience.com/monte-carlo-pricing-in-python-eafc29e3b6c9
Unexpected Size of Python Objects in Memory

How much memory does a Python…

https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87bdfbb97f
5 Mistakes to Avoid When Using Pandas in Python for Data Scientists

Common mistakes to avoid when…

https://towardsdatascience.com/5-mistakes-to-avoid-when-using-pandas-in-python-for-data-scientists-ba1a985b84af
How to Make Synthetic Datasets with Python: A Complete Guide for Machine Learning

No dataset? No…

https://towardsdatascience.com/how-to-make-synthetic-datasets-with-python-a-complete-guide-for-machine-learning-376093b360ac
Build Your First Data Science Application

Seven Python libraries to make your first data science MVP…

https://towardsdatascience.com/build-your-first-data-science-application-9f1b816a5d67
How to Build a Smart Vision-Based Sudoku Solver

Leveraging the power of AI to detect, recognize, and…

https://levelup.gitconnected.com/how-to-build-a-smart-vision-based-sudoku-solver-ffbee2875cda
Python Beginner Breakthroughs (Pythonic Style)

As it’s been said, code is read way more times than it…

https://towardsdatascience.com/python-beginner-breakthroughs-pythonic-style-dbf543e5e117