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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Top 5 Programming Languages to learn in 2021
Which Programming Language to Choose?
https://medium.com/javascript-in-plain-english/top-5-programming-languages-to-learn-in-2021-6a64376e3455
Trading Dashboard Pt.2 — Yfinance & Python.
https://medium.com/analytics-vidhya/trading-dashboard-pt-2-yfinance-python-d482678b498d
The Coolest Data Science Project for 2021
Build and Deploy Your Own AI Platform with Python and Django
https://towardsdatascience.com/the-coolest-data-science-project-for-2021-778361b5d80
5-Minute Machine Learning: Naive Bayes
Bayes Theorem and Naive Bayes
https://towardsdatascience.com/5-minute-machine-learning-naive-bayes-f48472670fdd
Essential Python Every Data Scientist Should Know In 2021
Up your Python game 10x!
https://towardsdatascience.com/essential-python-every-data-scientist-should-know-in-2021-65e571c20d19
Create Your Own Active Matter Simulation (With Python)
https://medium.com/swlh/create-your-own-active-matter-simulation-with-python-76fce4a53b6f
joelgrus / data-science-from-scratch
code for Data Science From Scratch book
https://github.com/joelgrus/data-science-from-scratch
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
PeterL1n / BackgroundMattingV2
Real-Time High-Resolution Background Matting
https://github.com/PeterL1n/BackgroundMattingV2
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
Monte Carlo Pricing in Python
A guide to the notion of securities pricing with code
https://towardsdatascience.com/monte-carlo-pricing-in-python-eafc29e3b6c9
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
All you need to know about Seaborn
When should I use…
https://towardsdatascience.com/all-you-need-to-know-about-seaborn-6678a02f31ff
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
Unlimited Flexibility of Pandas
There is almost always more than one solution
https://towardsdatascience.com/unlimited-flexibility-of-pandas-7cf6ab8ba3fc
The Power of Lambda Expressions in Python
A practical guide with examples
https://towardsdatascience.com/the-power-of-lambda-expressions-in-python-c5a1dcea9837
15 Must-Know Machine Learning Algorithms
A comprehensive guide for machine learning
https://towardsdatascience.com/15-must-know-machine-learning-algorithms-44faf6bc758e
5 Python Tricks You Should Start Using in 2021
Python is evolving. Don’t get left behind!
https://towardsdatascience.com/5-python-tricks-you-should-start-using-in-2021-1084af21c2f2
Netflix / consoleme
ConsoleMe consolidates the management of multiple AWS accounts into a single interface. It allows your end-users and administrators to get credentials for your different accounts, and allows your users/administrators to manage or request cloud permissions.
https://github.com/Netflix/consoleme
How to add Decision Threshold tuning to your end to end ML pipelines
https://towardsdatascience.com/how-to-add-decision-threshold-tuning-to-your-end-to-end-ml-pipelines-7077b82b71a
Building Data Science GUI Apps with PySimpleGUI
How to build simple Data Science Windows/GUI apps…
https://towardsdatascience.com/building-data-science-gui-apps-with-pysimplegui-179db54a9a15
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
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 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
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
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
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
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
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
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