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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://www.dataquest.io/blog/advanced-jupyter-notebooks-tutorial/
Dataquest
Advanced Jupyter Notebook Tutorial – Dataquest
If you're doing data science in Python, notebooks are a powerful tool. This free Jupyter Notebooks tutorial has will help you get the best out of Jupyter.
Python drawer
https://www.youtube.com/watch?v=40S9e5Rf384
YouTube
List Comprehension | Advanced Python | Tutorial 20
An expression in Python which is more flexible than map, filter and other built-in methods are List Comprehensions. Now even though they are more flexible, you can very easily start abusing list comprehensions.
The following topics are covered in this tutorial.…
Python drawer
https://towardsdatascience.com/speed-up-jupyter-notebooks-20716cbe2025
Medium
Profiling and Optimizing Jupyter Notebooks — A Comprehensive Guide
Finding bottlenecks and increasing your speed performance by magnitudes with some tips I came along over the past year.
Python drawer
https://blog.florimondmanca.com/how-i-built-a-web-framework-and-became-an-open-source-maintainer
Florimond Manca
How I Built A Python Web Framework And Became An Open Source Maintainer - Florimond Manca
Inspirational thoughts and tips on starting and managing an open source project, based on my experience building Bocadillo, an asynchronous Python web framework.
Python drawer
https://stackabuse.com/automating-aws-ec2-management-with-python-and-boto3/
Stack Abuse
Automating AWS EC2 Management with Python and Boto3
In this article I will be demonstrating the use of Python along with the Boto3 Amazon Web Services (AWS) Software Development Kit (SDK) which allows folks know...
Python drawer
https://www.pyimagesearch.com/2018/12/31/keras-conv2d-and-convolutional-layers/
PyImageSearch
Keras Conv2D and Convolutional Layers - PyImageSearch
In this tutorial you will learn about the Keras Conv2D class and convolutions, including the most important parameters you need to tune when training your own Convolutional Neural Networks (CNNs).
Python drawer
https://blog.rothe.uk/serverless-tram-time-display/
Martin's Blog
Building a Tram-Time Display with AWS Lambda
The real-time information displays at Bus and Tram stops in Nottingham are really useful but for a while I've wanted to get this information before I leave the house/office. I've recently discovered the API which exposes this information and used it to build…
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https://cosmicbboy.github.io/2018/12/28/validating-pandas-dataframes.html
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https://docs.microsoft.com/en-us/azure/app-service/containers/tutorial-python-postgresql-app
Docs
Tutorial: Deploy Python (Django) with Postgres - Azure App Service
Learn how to create a Python app with a PostgreSQL database and deploy it to Azure App Service on Linux. The tutorial uses a Django sample app for demonstration.
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http://www.declanoller.com/2018/12/24/solving-the-brachistochrone-and-a-cool-parallel-between-diversity-in-genetic-algorithms-and-simulated-annealing/
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https://simpleisbetterthancomplex.com/tutorial/2019/01/02/how-to-implement-grouped-model-choice-field.html
Simple is Better Than Complex
How to Implement Grouped Model Choice Field
The Django forms API have two field types to work with multiple options: ChoiceField and ModelChoiceField.
Python drawer
https://simpleisbetterthancomplex.com/tutorial/2019/01/02/how-to-implement-grouped-model-choice-field.html
Simple is Better Than Complex
How to Implement Grouped Model Choice Field
The Django forms API have two field types to work with multiple options: ChoiceField and ModelChoiceField.
Python drawer
https://www.youtube.com/watch?v=F5mRW0jo-U4
YouTube
Python Django Web Framework - Full Course for Beginners
Learn the Python Django framework with this free full course. Django is an extremely popular and fully featured server-side web framework, written in Python. Django allows you to quickly create web apps.
💻
Code: https://github.com/codingforentrepreneurs/Try…
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https://leanpub.com/clean-architectures-in-python
Leanpub
Clean Architectures in Python
Python drawer
https://python-graph-gallery.com
The Python Graph Gallery
Python Graph Gallery
The Python Graph Gallery displays hundreds of charts made with Python, always with explanation and reproduciible code
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https://talkpython.fm/episodes/show/191/python-s-journey-at-microsoft
talkpython.fm
Python's journey at Microsoft
When you think about Microsoft, do you think about Python? Maybe not, but you probably should. They have been doing an incredible amount of work to improve Python for folks on Windows as well as the broader community. You can think of the wild growth of Visual…
Python drawer
https://medium.com/@kari.marttila/five-languages-five-stories-1afd7b0b583f
Medium
Five Languages — Five Stories
Introduction
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https://medium.com/@Psr1/visual-parameter-tuning-with-facebook-prophet-and-python-8f50719c7318
Medium
Visual Parameter Tuning with Facebook Prophet and Python
Bryant Crocker
Python drawer
https://djangodeconstructed.com/2018/12/18/django-and-python-logging-in-plain-english/
Django Deconstructed
Python and Django Logging in Plain English
If you’ve ever written a program and printed out a value to see what’s going on during execution, then you understand at some level why logging is so valuable. Knowing what’s happening in your code…
Python drawer
https://iosoft.blog/ftdi-python/
Lean2
Programming FTDI devices in Python
FTDI chips are frequently used as USB-to-serial adaptors, but the newer devices have the ability to drive more complex protocols such as SPI and I2C. I like to use Python when first experimenting w…
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https://www.michaelfogleman.com/aoc18/