Master the Power of RegEx: A Step-by-Step Guide
Author(s): Tushar Aggarwal Originally published on Towards AI. {This article was written without the assistance or use of AI tools, providing an authentic and insightful exploration of RegEx} By Tushar-Aggarwal.com Regular Expressions, or RegEx, is a powerful tool for text processing and …
20 Underdog Python Built-in Libraries That Deserve Much More Attention
Author(s): Bex T. Originally published on Towards AI. Time to go out of the shadows — the built-in library Image by me with Midjourney Most people think Python’s mass dominance is due to its powerful packages like NumPy, Pandas, Sklearn, XGBoost, etc. …
A Powerful Way to Master New Data Science Libraries Without Wasting Weeks
Author(s): Bex T. Originally published on Towards AI. Learn new packages effectively on your own Image by me with Midjourney Online courses and videos often have hidden agendas. They want to make the new data science libraries you are learning as easy …
Stop Creating Boring Vanilla Plots — Use Matplotlib Annotations Instead
Author(s): Bex T. Originally published on Towards AI. Be a pro and stand out Image by me with Midjourney Every single tutorial or course I took did not care to spend more than 5 minutes explaining annotations in Matplotlib. If I googled …
3 Open-Source Python Packages to Track Data Science Experiments
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Log your important information with these packages. Photo by Kelly Sikkema on Unsplash Experimentation is at the heart of the data science process, as the activity defines the science of data science. It …
How to Write More Pythonic Functions That Are a Delight to Others and IDEs
Author(s): Bex T. Originally published on Towards AI. Function writing is a skill — take the first step to master it Image by me with Midjourney Ever wondered why 99% of programmers write code in English? Why not in Chinese or Russian …
Create a Stunning Documentation for Your Plotly Dash App with MkDocs
Author(s): Janik and Patrick Tinz Originally published on Towards AI. Take your documentation to the next level Photo by Carlos Perez on Unsplash Our experience has shown that software projects are often insufficiently documented. But why? Most software projects have a limited …
Can ChatGPT beat DeepPavlov in Natural Language Understanding tasks?
Author(s): Vasily Konovalov Originally published on Towards AI. Whether you can use ChatGPT to build any Natural Language Processing (NLP) model for your application? In this article, I compare the DeepPavlov model’s performance with ChatGPT on selected GLUE tasks. The Natural Language …
Python Virtual Environments: The Why and How
Author(s): Muhammad Arham Originally published on Towards AI. This article describes the benefits of Python virtual environments and how they streamline the development processes. Further, we discuss the venv API provided for the usage of virtual environments. Image by Christina Morillo from …
Diffusers: Python Library for AI-Generated Images
Author(s): Muhammad Arham Originally published on Towards AI. This article shows the basic usage of HuggingFace’s diffuser library, which is used for AI-generated images through code. Image generated using Diffusers Pipeline with Code Introduction The Diffusers library maintained by HuggingFace is a …
NumPy Guide: Super Simple Way to Learn it in 10 Minutes
Author(s): Gencay I. Originally published on Towards AI. Demystifying NumPy: Master the Basics of Python’s Powerful Array Library in 10 Minutes Created in LeonardoAi Here’s why you should learn NumPy: it’s a crucial library for data science and numerical computing in Python. …
Don’t Overcomplicate Data Science Projects! Do these instead!
Author(s): Gencay I. Originally published on Towards AI. Simplifying Data Science Projects: A Strategic Approaches from Python to other tools Created in LeonardoAi Isn’t it time you stopped overcomplicating your data science projects? Many individuals and teams fall into the trap of …
Analyse Customer Reviews with Natural Language Processing.
Author(s): Flo Originally published on Towards AI. Using CountVectorizer, an implementation of bag-of-words Top highlight Image by Flo on OpenSea, UX Natural Language Processing In this article, we build our machine learning model to guess customer reviews tone based on historical data. …
Heart Attack Prediction: Unveiling Insights through Predictive Modeling with Python
Author(s): Muttineni Sai Rohith Originally published on Towards AI. Picture this: a crystal ball that can predict heart attacks before they strike. Sounds like something out of a sci-fi movie, right? Well, thanks to the wonders of Machine Learning and the wizardry …
Box Plot, Violin Plot, Ridgeline Plot — Oh My
Author(s): Adam Ross Nelson Originally published on Towards AI. How, when, and why to use these lesser-appreciated plots I say move over mere histograms! Make room for the triumvirate of data visualization tools that often fly under the radar. Box plots, violin …
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