Exact Algorithm or Heuristic?
A step-by-step guide to make the right choice for your mathematical optimization problem- 20615Murphy2025-03-23
Practical Approaches to Optimizing Budget in Marketing Mix Modeling
How to optimize the media mix using saturation curves and statistical models- 21525Murphy2025-03-23
Natural Language Processing Is about More than Chatbots
Our weekly selection of must-read Editors' Picks and original features- 21529Murphy2025-03-23
The One Page Data and Analytics Templates
Master Data and Analytics reports and processes with five templates- 25164Murphy2025-03-23
5 Jupyter Hacks That You Never Knew Even Existed
With a bonus tip- 23862Murphy2025-03-23
Performance Estimation Techniques for Machine Learning Models
An overview of tools and methods to estimate performance of your ML model- 21168Murphy2025-03-23
Using PyGWalker to Enhance Your Jupyter Notebook EDA Experience
An Introduction to the PyGWalker Library for Easy Data Visualisation- 25659Murphy2025-03-23
Command Line Interface (CLI) Tutorial - How Advanced Users Interact with Computers
A CLI intro to increase productivity in interacting with computers- 29838Murphy2025-03-23
ChatGPT's Electricity Consumption
ChatGPT may have consumed as much electricity as 175,000 people in January 2023.- 27986Murphy2025-03-23
SEIR Modeling in R using deSolve – Chronic Wasting Disease in Deer
Gaining health policy insight with small data sets- 27626Murphy2025-03-23
Multi-armed bandits applied to order allocation among execution algorithms
Finding the right balance between exploitation and exploration- 22772Murphy2025-03-23
Fast and Scalable Hyperparameter Tuning and Cross-validation in AWS SageMaker
Using SageMaker Managed Warm Pools- 22978Murphy2025-03-23
Optimization, Newton's Method, & Profit Maximization: Part 3 – Applied Profit Maxim
Learn how to apply optimization & econometric techniques to solve an applied profit maximization problem- 22487Murphy2025-03-23
The Kaggle Blueprints: Unlocking Winning Approaches to Data Science Competitions
An article series analyzing Kaggle competitions' winning solutions for lessons we can apply to our own data science projects- 28923Murphy2025-03-23
What Is a Satellite Image Time Series?
A foundation for current and future global challenges- 26831Murphy2025-03-23
A step-by-step guide to robust ML classification
How to avoid common pitfalls and dig deeper into our models- 26261Murphy2025-03-23
Building a Recommender System using Machine Learning
"Candidate rerank" approach with co-visitation matrix and GBDT ranker model in Python- 21411Murphy2025-03-23
The Secret to Better ROI: Implementing a Full-Funnel Marketing Approach
Building deeper connections with customers while driving lower funnel efficiencies.- 28697Murphy2025-03-23
Memoizing DataFrame Functions
Using Hashable DataFrames and Message Digests to Optimize Repeated Calculations- 27865Murphy2025-03-23
Anomaly Detection using Sigma Rules (Part 4): Flux Capacitor Design
We implement a Spark structured streaming stateful mapping function to handle temporal proximity correlations in cyber security logs- 23322Murphy2025-03-23
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
