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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
https://abhadury.com/articles/2019-05/simulating-ab-tests
Abhadury
Simulating A/B tests offline with counterfactual inference
While developing machine learning (ML) algorithms in production environments, we usually optimize a function or a loss that has nothing to do with our busine...
Python drawer
https://pyfound.blogspot.com/2019/05/mariatta-wijaya-lets-use-github-issues.html
Blogspot
Mariatta Wijaya: Let's Use GitHub Issues Already!
Core developer Mariatta Wijaya addressed her colleagues, urging them to switch to GitHub issues without delay. Before she began, Łukasz Lan...
Python drawer
https://news.efinancialcareers.com/uk-en/3001136/python-for-banking-jobs/
Efinancialcareers
News, Analysis & Comment | Financial Services & Banking Sectors
Browse news and career advice from the financial services, investment banking, fintech industry. Get expert insight into what it's like to work in finance.
Python drawer
https://victorzhou.com/blog/intro-to-cnns-part-1/
Victorzhou
CNNs, Part 1: An Introduction to Convolutional Neural Networks - victorzhou.com
A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.
Python drawer
https://www.pyimagesearch.com/2019/05/27/keras-feature-extraction-on-large-datasets-with-deep-learning/
PyImageSearch
Keras: Feature extraction on large datasets with Deep Learning - PyImageSearch
In this tutorial you will learn how to use Keras feature extraction on large image datasets with Deep Learning. We'll also learn how to use incremental learning to train your image classifier on top of the extracted features.
Python drawer
https://realpython.com/python-logging-source-code/
Realpython
Python Logging: A Stroll Through the Source Code – Real Python
In this step-by-step tutorial, you'll learn about how the Python logging package is designed from an OOP perspective. You'll walk line by line through the source code and become better equipped to know what your code is doing.
Python drawer
http://matt.might.net/articles/discrete-math-and-code/
Python drawer
https://nedbatchelder.com//blog/201905/why_python_class_syntax_should_be_different.html
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https://stackabuse.com/asynchronous-tasks-in-django-with-redis-and-celery/
Stack Abuse
Asynchronous Tasks in Django with Redis and Celery
In this tutorial I will be providing a general understanding of why celery message queue's are valuable along with how to utilize celery in conjunction with Re...
Python drawer
https://towardsdatascience.com/optimization-with-python-how-to-make-the-most-amount-of-money-with-the-least-amount-of-risk-1ebebf5b2f29
Towards Data Science
Optimization with Python: How to make the most amount of money with the least amount of risk? | Towards Data Science
We show how to apply a Nobel-prize winning economic theory to the stock market and solve the resulting optimization problem using Python.
Python drawer
https://stackabuse.com/image-recognition-in-python-with-tensorflow-and-keras/
Stack Abuse
Image Recognition and Classification in Python with TensorFlow and Keras
TensorFlowis a well-established Deep Learning framework, and Keras is its official high-level API that simplifies the creation of models. Image recognition/cla...
Python drawer
https://medium.com/@ilikerobots/vue-django-best-of-both-frontends-701307871478
Medium
Vue + Django — Best of Both Frontends
Combining Vue and Django templates without compromising the strengths of either
Python drawer
https://towardsdatascience.com/10x-faster-parallel-python-without-python-multiprocessing-e5017c93cce1
Medium
10x Faster Parallel Python Without Python Multiprocessing
While Python’s multiprocessing library has been used successfully for a wide range of applications, in this blog post, we show that it…
Python drawer
https://johnfraney.ca/posts/2019/05/28/create-publish-python-package-poetry/
johnfraney.ca
Create and Publish a Python Package with Poetry
Poetry, a next-generation Python packaging tool, makes it easy to create and publish a Python package.
Python drawer
https://towardsdatascience.com/how-we-built-a-content-based-filtering-recommender-system-for-music-with-python-c6c3b1020332
Medium
How We Built a Content-Based Filtering Recommender System For Music with Python
Data Engineering with Django, PostgreSQL, REST Framework, Pandas, and Scikit-Learn
Python drawer
https://www.dataquest.io/blog/tutorial-text-analysis-python-test-hypothesis/
Dataquest
Tutorial: Text Analysis in Python to Test a Hypothesis – Dataquest
Learn to do some text analysis in this Python tutorial, and test hypotheses using confidence intervals to insure your conclusions are significant.
Python drawer
https://www.dataschool.io/data-science-best-practices-with-pandas/
Data School
Data science best practices with pandas (video tutorial)
Learn how to use Python's pandas library to effectively explore, clean, and visualize your data. Become more fluent at using pandas to answer data science questions.
Python drawer
https://victorzhou.com/blog/intro-to-cnns-part-1/
Victorzhou
CNNs, Part 1: An Introduction to Convolutional Neural Networks - victorzhou.com
A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.
Python drawer
https://slack.engineering/rewriting-the-slack-python-sdk-ea000f587de7
Medium
Rewriting the Slack Python SDK
Our Journey to Python 3
Python drawer
https://www.youtube.com/watch?v=Z1RJmh_OqeA
YouTube
Learn Flask for Python - Full Tutorial
Flask is a micro web framework written in Python. It is classified as a microframework because it does not require particular tools or libraries. Learn how to use it in this crash course tutorial.
💻
Code: https://github.com/jakerieger/FlaskIntroduction
Tutorial…
Python drawer
https://github.com/michael-lazar/rtv
GitHub
GitHub - michael-lazar/rtv: Browse Reddit from your terminal
Browse Reddit from your terminal. Contribute to michael-lazar/rtv development by creating an account on GitHub.
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