How To Deploy GitLab With Docker In 5 Seconds Or Less
The Quickest Way To Spin Up A Production-Ready GitLab Instance- 24500Murphy2025-03-23
XAI for Forecasting: Basis Expansion
NBEATS and other Interpretable Deep Forecasting Models- 23789Murphy2025-03-23
Deploy Machine Learning Models Right From Your Jupyter Notebook
Deploy machine learning models in one line of code- 30107Murphy2025-03-23
Introduction to asyncio
Managing I/O bound concurrency with Python- 23678Murphy2025-03-23
Using LazyPredict for Evaluating ML Algorithms
Automate the process of selecting the best machine learning algorithms using the LazyPredict library- 26053Murphy2025-03-23
The Most Complete Guide for Creating a Good PyPI Package
Everything you need to know - for new and experienced users.- 27331Murphy2025-03-23
Reduce your Cloud Composer bills
(Part 1) Use Scheduled CICD pipelines to shut down environments and restore them to their previous state Photo by Sasun Bughdaryan on Unsplash Cloud Composer is an managed and scalable installation of the popular sophisticated job orchestrator Airflow. Th- 23216Murphy2025-03-23
Guided Transfer Learning: How to use ‘the power of scouts' to boost machine learning per
An exclusive sneak-peek at a revolutionary new method for training neural networks- 24782Murphy2025-03-23
6 Types of Clustering Methods – An Overview
Types of clustering methods and algorithms and when to use them- 20175Murphy2025-03-23
8 Best Data Version Control Tools in 2023
A complete overview revealing a diverse range of strengths and weaknesses for each data versioning tool- 25197Murphy2025-03-23
It's not all about scores
Other criteria you should consider during model selection- 29340Murphy2025-03-23
Python Watermarking: Old vs. New, Clunky vs. Clean – Which Will You Choose?
Python Watermarking Made Easy: A Comprehensive Comparison of OpenCV, PIL, and filestools- 27802Murphy2025-03-23
Data Augmentation Techniques for Audio Data in Python
How to augment audio in waveform (time domain) and as spectrograms (frequency domain) with librosa, numpy, and PyTorch- 24042Murphy2025-03-23
Introduction to PyTorch: from training loop to prediction
An introduction to PyTorch's training loop and general approach to tackle the library's steeper initial learning curve- 28406Murphy2025-03-23
What is Harmonic Regression for Time Series Forecasting?
Unveiling the fascinating relationship between Fourier Series and Time Series- 21425Murphy2025-03-23
Charts that Tell a Story: Turn a Plotly Visualization into Something More
A Guide to Making Standalone Data Visualizations- 27499Murphy2025-03-23
SQL users: Halve the length of (some of) your queries with this one trick
In this article, I’m going to introduce you to the SQL QUALIFY clause: a trick that will help you write shorter and more readable SQL queries. If you work in Data Science/Analytics or Machine Learning, this is a must-have SQL tool for four reasons:- 20547Murphy2025-03-23
A Recommendation System For Academic Research (And Other Data Types)!
Implementing Natural Language Processing and Graph Theory to compare and recommend different types of documents- 20257Murphy2025-03-23
Overcoming Automatic Speech Recognition Challenges: The Next Frontier
Advancements, Opportunities, and Impacts of Automatic Speech Recognition Technology in Various Domains- 20187Murphy2025-03-23
Perceptrons: The First Neural Network Model
Overview and implementation in Python Photo by Hal Gatewood on Unsplash Perceptrons are one of the earliest computational models of neural networks (NNs), and they form the basis for the more complex and deep networks we have today. Understanding the perc- 24968Murphy2025-03-23
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.