How to List, Read, Upload, and Delete Files in Azure Blob Storage With Python.
Author(s): Prithivee Ramalingam Originally published on Towards AI. With SAS URL and Connection String Introduction Azure Blob Storage is Microsoft’s object storage solution for the cloud. It is mainly used for storing unstructured data such as binary and text. To mention a …
Pandas Cheat Sheet: Functions for Data Analysis
Author(s): Gencay I. Originally published on Towards AI. Pandas Coding Examples for Efficient Data Manipulation and Analysis in Python Image by Author It is no secret that data is the lifeblood of modern business, and the ability to manipulate and analyze data …
How to Use Poisson Distribution to Predict Match Scores with Python
Author(s): Gencay I. Originally published on Towards AI. Using Poisson Distribution for Accurate Match Score Prediction in Python Image by Author Yesterday, I watched a match between my favorite football team and another team. At the beginning of the game, I had …
scikit-learn Cheat Sheet: Functions for Machine Learning
Author(s): Gencay I. Originally published on Towards AI. Mastering Machine Learning with Python and scikit-learn: A Comprehensive Guide for Data Scientists and AI Enthusiasts Image by Author It is no secret that data science and machine learning have become essential components of …
Simulating Sugar Rush with Python: An Agent-Based Model with Mesa
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Building and Analyzing an Agent-Based Model of Sugar Trading Behavior using Mesa Library in Python Image generated by Author with MidJourney Introduction Agent-based modeling (ABM) is a powerful simulation technique that allows researchers …
3 Efficient Ways to Filter a Pandas DataFrame Column by Substring
Author(s): Byron Dolon Originally published on Towards AI. How to quickly filter string columns in Pandas for Machine Learning pre-processing Used with permission from ohmintyartz The Pandas library is used extensively not only for crunching numbers but also for working with text …
Let’s Learn Deep Learning Together with Python!
Author(s): Gencay I. Originally published on Towards AI. Unlocking the Power of Deep Learning: A Comprehensive Guide to Python, for Mastering Deep Learning along with Data Science. Image by Author —Let’s Learn Deep Learning Together with Did you know that deep learning …
Most Effective Methods to Master Python Dictionaries
Author(s): Gencay I. Originally published on Towards AI. Master the Art of Python Dictionaries: A Deep Dive into Essential Dictionary Methods and Data Structures — Created in Canvas Why should you use Python dictionaries? Well, dictionaries are an efficient and flexible data …
Boost Your Data Science, ML, and CV Projects: Essential Tools for Effective Project Management
Author(s): Chinmay Bhalerao Originally published on Towards AI. Make your builds and projects faster with these tools Photo by Eden Constantino on Unsplash ML or data science projects are very huge to build as they contain many types of files and many …
Simple Data Application Building with Taipy: Stock Portfolio Tutorial
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how to build a full-stack Python-based application with minimum code. Photo by Yiorgos Ntrahas on Unsplash Building applications has never been easier in this current era. With many open-source Python packages available, …
Applying Exponential Smoothing for Accurate Time Series Forecasts
Author(s): David Andres Originally published on Towards AI. 1. Simple Exponential Smoothing Source: Image by euzepaulo on Unsplash Exponential Smoothing is a great method to predict future events based on past experiences. It’s especially handy when you’re dealing with a single type …
ChatGPT Guide: How I’d Learn Data Science if I Could Start Again
Author(s): Gencay I. Originally published on Towards AI. Navigating the Data Science Landscape with Insights from ChatGPT: Machine Learning, Data Visualization, and Web Scraping Techniques. Image by Author- Created in Canvas In the spring of 2017, I decided to start a career …
Monet Paintings Reimagined: Training a DCGAN on Impressionist Art
Author(s): Clément Delteil Originally published on Towards AI. Exploring the Boundaries of Creativity and Technology San Giorgio Maggiore at Dusk — Claude Monet — Public Domain Midjourney, DALL-E [1], and Stable Diffusion [2] are now taking the spotlight for image generation based …
Identify Green Spaces in Your City With Folium and Open Data
Author(s): Clément Delteil Originally published on Towards AI. Learn How to Efficiently Use Folium on Millions of GPS Coordinates to Improve Your Mental Health Image by Pexels from Pixabay More and more people are moving from the countryside to the cities in …
Unveiling Machine Learning: The PiML Toolbox for Enhanced Explainability
Author(s): Himanshu Sharma Originally published on Towards AI. Demystifying Complex Models with Transparency and Interpretability PiML(Source: By Author) Python modules like sklearn, lazy predict, etc., have made it simple to develop a machine-learning model. These libraries may be quickly learned and put …
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