MultiChoice Question Answering In HuggingFace
Unveiling the power of question answering- 27199Murphy2025-03-22
3 Key Encoding Techniques for Machine Learning: A Beginner-Friendly Guide
How should we choose between label, one-hot, and target encoding?- 20374Murphy2025-03-22
BigQuery Methods For Re-Creating Pandas' Top EDA Functions
In this guide, we'll explore how to re-create key Pandas functions used for EDA such as describe and corr in BigQuery- 29904Murphy2025-03-22
But What is Backpropagation, Really? (Part 1)
Implementing a simple neural network framework from scratch- 24349Murphy2025-03-22
ECCCos from the Black Box
Counterfactual explanations offer an intuitive and straightforward way to explain opaque machine learning (ML) models. They work under the premise of perturbing inputs to achieve a desired change in the predicted output. If you have not heard about counte- 29030Murphy2025-03-22
Solving a Tennis Refactoring Challenge in Python using SOLID
A step-by-step illustration of how to use SOLID to solve a refactoring challenge- 28306Murphy2025-03-22
Apple M2 Max GPU vs Nvidia V100 (Part 2): Big Models and Energy Efficiency
Compare Apple Silicon M2 Max GPU performances and energy efficiency to Nvidia V100 for training CNN big models with TensorFlow- 24599Murphy2025-03-22
Visualization, Math, Time Series, and More: Our Best Recent Deep Dives
Our weekly selection of must-read Editors' Picks and original features- 27352Murphy2025-03-22
CatBoost: Gradient Tree Boosting for Recommender Systems, Classification and Regression
Build your own book recommender with CatBoost Ranker- 27430Murphy2025-03-22
How to Structure and Organise a Streamlit App
Bringing Order to a Python Streamlit App Through an Organised Project Folder Structure- 26239Murphy2025-03-22
Large Language Models, GPT-2 – Language Models are Unsupervised Multitask Learners
Acing GPT capabilities by turning it into a powerful multitask zero-shot model.- 24838Murphy2025-03-22
Essential Checklist for Setting up Your New Apple M3 MacBook Pro
A handy reference on migrating bookmarks, terminal enhancements, and AWS Cli settings- 22627Murphy2025-03-22
How to Store and Query 100 Million Items Using Just 77MB with Python Bloom Filters
Perform lightning-fast, memory efficient membership checks in Python with this need-to-know data structure- 25162Murphy2025-03-22
How to Build an AI Assistant with OpenAI + Python
Step-by-step guide on using the Assistants API & Fine-tuning- 27242Murphy2025-03-22
Pandas for Data Engineers
Advanced techniques to process and load data efficiently- 26304Murphy2025-03-22
Object Detection: COCO and YOLO formats, and conversion between them
Learn the structure of COCO and YOLO formats, and how to convert from one to another.- 24026Murphy2025-03-22
Deep Learning Illustrated, Part 2: How Does a Neural Network Learn?
An illustrated and intuitive guide to Neural Networks- 26093Murphy2025-03-22
Data Model Design 101: Composite vs Surrogate Keys
When to know which type of key to use in your data models- 30123Murphy2025-03-22
Rebuilding the Portfolio that Got Me a Data Scientist Job
In 2022, my portfolio helped me get my first DS job. Now I'm tearing it down and starting again from scratch- 22102Murphy2025-03-22
Find Hidden Laws Within Your Data with Symbolic Regression
Automatically discover fundamental formulas like Kepler and Newton- 22483Murphy2025-03-22
Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features
