PythonHub
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News & links about Python programming.
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Dependencies Handling in Python

Dependencies are a nightmare for many people. Some even argue they are technical debt. Managing the ...

https://julien.danjou.info/dependencies-handling-in-python-automatic-update/
How to code Gaussian Mixture Models from scratch in Python

GMMs and Maximum Likelihood Optimization…

https://towardsdatascience.com/how-to-code-gaussian-mixture-models-from-scratch-in-python-9e7975df5252
InstaCodes - Find the most common element in a Python list

By Lenin Mishra
Here are 3 different ways to figure out the most frequent element in a list. Here ...

https://www.pylenin.com/blogs/frequent-elements-in-a-list/
10 Python Pandas tricks that make your work more efficient

Some commands you may know already but may…

https://towardsdatascience.com/10-python-pandas-tricks-that-make-your-work-more-efficient-2e8e483808ba
Intro to Regexes & Strong Password Detection in Python

Build a Password Detector from Scratch

https://medium.com/analytics-vidhya/intro-to-regexes-strong-password-detection-in-python-2138fc3cf8bf
Bar Chart Race in Python with Matplotlib

~In roughly less than 50 lines of code

https://towardsdatascience.com/bar-chart-race-in-python-with-matplotlib-8e687a5c8a41
Java vs. Python: A Comparison of Features and Usage

Knowing when, not just how, to use a programming…

https://medium.com/better-programming/java-vs-python-a-comparison-of-features-and-usage-6f3629c723f4
Demystifying hypothesis testing with simple Python examples

Hypothesis testing is the bread and butter…

https://towardsdatascience.com/demystifying-hypothesis-testing-with-simple-python-examples-4997ad3c5294
How to create a simple ETL Job locally with PySpark, PostgreSQL and Docker

https://itnext.io/how-to-create-a-simple-etl-job-locally-with-pyspark-postgresql-and-docker-ea53cd43311d
Multiprocessing vs. Threading in Python: What Every Data Scientist Needs to Know

Sooner or later, every data science project faces an inevitable challenge: speed. Working with ...

https://blog.floydhub.com/multiprocessing-vs-threading-in-python-what-every-data-scientist-needs-to-know/
Beating the Dealer with Simple Statistics

Simulating Thousands of Blackjack Card Counting Strategies…

https://towardsdatascience.com/beating-the-dealer-with-simple-statistics-71b5e3701638