MultiChoice Question Answering In HuggingFace
Unveiling the power of question answering- 27162Murphy2025-03-22
3 Key Encoding Techniques for Machine Learning: A Beginner-Friendly Guide
How should we choose between label, one-hot, and target encoding?- 20336Murphy2025-03-22
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- 29867Murphy2025-03-22
But What is Backpropagation, Really? (Part 1)
Implementing a simple neural network framework from scratch- 24311Murphy2025-03-22
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- 28991Murphy2025-03-22
Solving a Tennis Refactoring Challenge in Python using SOLID
A step-by-step illustration of how to use SOLID to solve a refactoring challenge- 28269Murphy2025-03-22
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- 24560Murphy2025-03-22
Visualization, Math, Time Series, and More: Our Best Recent Deep Dives
Our weekly selection of must-read Editors' Picks and original features- 27315Murphy2025-03-22
CatBoost: Gradient Tree Boosting for Recommender Systems, Classification and Regression
Build your own book recommender with CatBoost Ranker- 27392Murphy2025-03-22
How to Structure and Organise a Streamlit App
Bringing Order to a Python Streamlit App Through an Organised Project Folder Structure- 26199Murphy2025-03-22
Large Language Models, GPT-2 – Language Models are Unsupervised Multitask Learners
Acing GPT capabilities by turning it into a powerful multitask zero-shot model.- 24800Murphy2025-03-22
Essential Checklist for Setting up Your New Apple M3 MacBook Pro
A handy reference on migrating bookmarks, terminal enhancements, and AWS Cli settings- 22590Murphy2025-03-22
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- 25123Murphy2025-03-22
How to Build an AI Assistant with OpenAI + Python
Step-by-step guide on using the Assistants API & Fine-tuning- 27204Murphy2025-03-22
Pandas for Data Engineers
Advanced techniques to process and load data efficiently- 26263Murphy2025-03-22
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.- 23988Murphy2025-03-22
Deep Learning Illustrated, Part 2: How Does a Neural Network Learn?
An illustrated and intuitive guide to Neural Networks- 26055Murphy2025-03-22
Data Model Design 101: Composite vs Surrogate Keys
When to know which type of key to use in your data models- 30084Murphy2025-03-22
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- 22064Murphy2025-03-22
Find Hidden Laws Within Your Data with Symbolic Regression
Automatically discover fundamental formulas like Kepler and Newton- 22443Murphy2025-03-22
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.