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://machinelearningmastery.com/clustering-algorithms-with-python/
Bring Your Logic using Python
https://microbit.org/news/2022-02-24/introducing-strype-a-framebased-editor/
microbit.org
Introducing Strype, a frame-based editor
A frame-based Python editor for the BBC micro:bit
Bring Your Logic using Python
https://www.pythonmorsels.com/how-to-create-a-generator-function/
Pythonmorsels
How to create a generator function
Have a function that returns a list? You may be able to turn it into a generator function by replacing the append calls with yield statements.
Bring Your Logic using Python
https://sadh.life/post/descriptors/
tushar.lol
Implementing @property, @staticmethod and @classmethod from scratch
The builtin method decorators... aren't actually decorators?
Bring Your Logic using Python
https://davidamos.dev/3-tips-for-writing-pythonic-code/
davidamos.dev
3 Tips For Writing Pythonic Code
Learn what it means for code to be Pythonic and explore three ways you can write clear, Pythonic code right now.
Bring Your Logic using Python
Sending email using Python
Bring Your Logic using Python
https://www.youtube.com/watch?v=kSqxn6zGE0c
YouTube
Image Processing with OpenCV and Python
In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python! Python image processing is very important for anyone interested in computer vision and data science. Using the popular python packages…
Bring Your Logic using Python
https://towardsdatascience.com/text-similarity-w-levenshtein-distance-in-python-2f7478986e75
Medium
Text Similarity w/ Levenshtein Distance in Python
Building a Plagiarism Detection Pipeline in Python
Bring Your Logic using Python
https://www.youtube.com/watch?v=M7SWr5xObkA
YouTube
Complete Natural Language Processing (NLP) Tutorial in Python! (with examples)
Learn data skills with hands-on exercises & tutorials at Datacamp!
https://datacamp.pxf.io/c/3588040/1012793/13294
In this video we go through the major concepts in natural language processing using Python libraries! We use examples to help drill down the…
Bring Your Logic using Python
https://machinelearningmastery.com/data-visualization-in-python-with-matplotlib-seaborn-and-bokeh/
MachineLearningMastery.com
Data Visualization in Python with matplotlib, Seaborn, and Bokeh - MachineLearningMastery.com
Data visualization is an important aspect of all AI and machine learning applications. You can gain key insights into your data through different graphical representations. In this tutorial, we'll talk about a few options for data visualization in Python.…
Bring Your Logic using Python
https://www.timescale.com/blog/opentelemetry-and-python-a-complete-instrumentation-guide/
Timescale Blog
OpenTelemetry and Python: A Complete Instrumentation Guide
Learn how to instrument Python code with OpenTelemetry, both manually and using auto-instrumentation.
Bring Your Logic using Python
https://www.youtube.com/watch?v=CvQ7e6yUtnw
YouTube
This Is Why Python Data Classes Are Awesome
💡
Learn how to design great software in 7 steps: https://arjan.codes/designguide.
Data classes in Python are really powerful and not just for representing structured data. In this video, I show you what you can do with dataclasses as well as new capabilities…
Bring Your Logic using Python
https://bernsteinbear.com/blog/discovering-basic-blocks/
Max Bernstein
Discovering basic blocks
Lifting a graph structure out of Python bytecode
Bring Your Logic using Python
https://www.youtube.com/watch?v=u4_c2LDi4b8
YouTube
Speed Up Your Pandas Dataframes
In this video Rob Mulla teaches how to make your pandas dataframes more efficient by casting dtypes correctly. This will make your code faster, use less memory and smaller when saving to disk or a database.
Timeline:
00:00 Intro
00:47 Imports and Data Creation…
Bring Your Logic using Python
https://treyhunner.com/2022/03/variables-objects-and-pointers-in-python/
Treyhunner
Overlooked facts about variables and objects in Python: it's all about pointers
Unlike many programming languages, variables in Python are not buckets which
Bring Your Logic using Python
https://newscatcherapi.com/blog/learning-natural-lanuage-processing-made-easy
Bring Your Logic using Python
https://codecapsules.io/docs/tutorials/build-flask-htmx-app/
codecapsules.io
Building a Full Stack Flask HTMx Application
Create a full stack application with Flask and HTMx to build a lightweight interactive site.
Bring Your Logic using Python
https://machinelearningmastery.com/a-guide-to-obtaining-time-series-datasets-in-python/
MachineLearningMastery.com
A Guide to Obtaining Time Series Datasets in Python - MachineLearningMastery.com
Datasets from real-world scenarios are important for building and testing machine learning models. You may just want to have some data to experiment with an algorithm. You may also want to evaluate your model by setting up a benchmark or determining its weaknesses…
Bring Your Logic using Python
https://datagy.io/python-support-vector-machines/
datagy
Support Vector Machines (SVM) in Python with Sklearn • datagy
In this tutorial, you’ll learn about Support Vector Machines (or SVM) and how they are implemented in Python using Sklearn. The support vector machine algorithm is a supervised machine learning algorithm that is often used for classification problems, though…
Bring Your Logic using Python
https://towardsdatascience.com/20-python-interview-questions-to-challenge-your-knowledge-cddc842297c5
Towards Data Science
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