Bring Your Logic using Python
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Logic building using Python : Materials, links, e-books and Code snippets
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Bring Your Logic using Python
341 subscribers
Bring Your Logic using Python
https://towardsdatascience.com/interoperable-python-and-sql-in-jupyter-notebooks-86245e711352
Medium
Interoperable Python and SQL in Jupyter Notebooks
Using SQL on top of Pandas, Spark, and Dask
Bring Your Logic using Python
https://machinelearningmastery.com/neural-network-for-cancer-survival-dataset/
MachineLearningMastery.com
Develop a Neural Network for Cancer Survival Dataset - MachineLearningMastery.com
It can be challenging to develop a neural network predictive model for a new dataset. One approach is to first inspect the dataset and develop ideas for what models might work, then explore the learning dynamics of simple models on the dataset, then finally…
Bring Your Logic using Python
https://kalebujordan.dev/basics-of-embedded-and-iot-development-with-python/
kalebu Jordan
Basics of Embedded and IoT Development with Python
Hi guys, I firstly prepared this this article for a talk at Python Conference in Tanzania which took place on December 2020 at SeedSpace, Daresalaam Tanzania and originally published at GitHub with all the source presented. I did some pre-editing to it so…
Bring Your Logic using Python
https://www.wrighters.io/using-autoreload-to-speed-up-ipython-and-jupyter-work/
wrighters.io
Using autoreload to speed up IPython and Jupyter work - wrighters.io
Using the %autoreload magic in IPython or Jupyter can help you continue working without restarting your session after making local changes.
Bring Your Logic using Python
https://pythonspeed.com/articles/pandas-sql-chunking/
Python⇒Speed
Loading SQL data into Pandas without running out of memory
Pandas can load data from a SQL query, but the result may use too much memory. Learn how to process data in batches, and reduce memory usage even further.
Bring Your Logic using Python
Virtual Meetup :
https://www.meetup.com/indypy/events/mbwlbsyccgbrb/
Meetup
IndyPy: Dangers of the Python Standard Library, Tue, Apr 13, 2021, 4:00 PM
Tue, Apr 13, 2021, 4:00 PM: Join us virtually this month for IndyPy!Agenda:4:00p - 4:15p Announcements and introductions4:15p - 5:30p “Dangers of the Python Standard Library” by Andrew ScottAs a devel
Bring Your Logic using Python
Virtual Meetup :
https://www.meetup.com/austinpython/events/lgrbmqyccgbsb/
Meetup
The Austin Python Meetup Monthly Meetup, Wed, Apr 14, 2021, 7:00 PM
Wed, Apr 14, 2021, 7:00 PM: We typically have a main presentation or a series of lightning talks, followed by discussion and Q&A. There is a diversity of domains and experience levels represented, so
Bring Your Logic using Python
https://www.meetup.com/phillypug/events/277378078/
Meetup
Autonomous Object Detection and Understanding SHAP values
Thu, Apr 15, 2021, 6:00 PM: This event is co-sponsored by DataPhilly, The Data Lab, and Philly PUG. Please RSVP to only one of the meetup groups.Event Schedule:1. Meeting opens at 5:45pm2. Introductio
Bring Your Logic using Python
https://www.meetup.com/PyData-Cyprus/events/277318447/
Meetup
Forecasting challenges and MIY: Model It Yourself - with ML Legobricks
Thu, Apr 15, 2021, 6:00 PM:
💥
Welcome to our third meetup for 2021
💥
In this meetup we will start one hour earlier than usual, at 18:00 and we will have two talks.Spyros Makridakis will talk to us abou
Bring Your Logic using Python
https://realpython.com/courses/start-with-pyenv/
Realpython
Start Managing Multiple Python Versions With pyenv – Real Python
In this step-by-step course, you'll learn how to install multiple Python versions and switch between them with ease, including project-specific virtual environments, with pyenv.
Bring Your Logic using Python
https://tanelp.github.io/posts/a-bug-that-plagues-thousands-of-open-source-ml-projects/
tanelp.github.io
Using PyTorch + NumPy? You're making a mistake.
A bug that plagues thousands of open-source ML projects.
Bring Your Logic using Python
https://tenthousandmeters.com/blog/python-behind-the-scenes-10-how-python-dictionaries-work/
Bring Your Logic using Python
https://realpython.com/podcasts/rpp/55/
Realpython
Episode #55: Getting Started With Refactoring Your Python Code – The Real Python Podcast
Do you think it's time to refactor your Python code? What should you think about before starting this task? This week on the show, we have Brendan Maginnis and Nick Thapen from Sourcery. Sourcery is an automated refactoring tool that integrates into your…
Bring Your Logic using Python
https://realpython.com/knn-python/
Realpython
The k-Nearest Neighbors (kNN) Algorithm in Python – Real Python
In this tutorial, you'll learn all about the k-Nearest Neighbors (kNN) algorithm in Python, including how to implement kNN from scratch, kNN hyperparameter tuning, and improving kNN performance using bagging.
Bring Your Logic using Python
https://www.youtube.com/watch?v=vBH6GRJ1REM
YouTube
Python dataclasses will save you HOURS, also featuring attrs
Get rid of boilerplate writing classes using dataclasses!
In this video we learn about dataclasses and how to use them, as well as the related attrs library that dataclasses were based on.
Note: As of Python 3.10 dataclasses DO support slots.
― mCoding…
Bring Your Logic using Python
https://medium.com/alan/python-typing-with-mypy-progressive-type-checking-on-a-large-code-base-74e13356bd3a
Medium
Python Typing with mypy: Progressive Type Checking on a Large Code Base
How to implement incremental type checking during a Hackathon in just 3 days!
Bring Your Logic using Python
https://www.vortexa.com/insight/integrating-rust-into-python
Bring Your Logic using Python
https://towardsdatascience.com/how-to-create-mathematical-animations-like-3blue1brown-using-python-f571fb9da3d1
Medium
How to Create Mathematical Animations like 3Blue1Brown Using Python
Leverage your Python Skills to Create Beautiful Mathematical Animations
Bring Your Logic using Python
https://www.youtube.com/playlist?list=PL0dOL8Z7pG3L4hi2SLJqojxshXNtsJQ_r
YouTube
Python + AWS Lambda - YouTube
Bring Your Logic using Python
https://lifewithdata.com/2021/04/02/how-to-build-machine-learning-pipeline-with-scikit-learn-and-why-is-it-essential/
Life With Data
How to Build Machine Learning Pipeline with Scikit-Learn? And Why is it essential? - Life With Data
In this post, you will learn what is a pipeline and How to use scikit-learn pipeline? How to do grid search and feature selection with pipelines? How to use column transformer with pipeline?
Bring Your Logic using Python
https://www.makeuseof.com/getting-started-micropython-raspberry-pi-pico/
MUO
Getting Started With MicroPython on the Raspberry Pi Pico
The Pi Foundation's first microcontroller is here! Learn how to program it using MicroPython.
