The Taylor Series, Explained
A method for function approximation- 21154Murphy2025-03-23
Linear Programming Optimization: The Simplex Method
Part 3: The algorithm under the hood- 25831Murphy2025-03-23
Automate Video Chaptering with LLMs and TF-IDF
Transform raw transcripts into well-structured documents- 28117Murphy2025-03-23
Is Your User Base Growing or Shrinking?
How tracking customer segmentation and KPIs reveals the true health of your business- 26268Murphy2025-03-23
Forecasting Germany's Solar Energy Production: A Practical Approach with Prophet
Analysis and implementation with Python- 20584Murphy2025-03-23
Market Basket Analysis Using High Utility Itemset Mining
Finding high-value patterns in transactions- 29968Murphy2025-03-23
A Step-by-Step Guide to Build a Graph Learning System for a Movie Recommender
Built with PyTorch Geometric and using MovieLens DataSet- 22432Murphy2025-03-23
Deploying your Llama Model via vLLM using SageMaker Endpoint
Leveraging AWS's MLOps platform to serve your LLM models- 24485Murphy2025-03-23
How to Build a Competency Framework for Data Science Teams
For those leading Data Science teams, here are 6 essential competencies that separate juniors from seniors in a robust and objective way.- 20537Murphy2025-03-23
The "Who Does What" Guide To Enterprise Data Quality
One answer and many best practices for how larger organizations can operationalizing data quality programs for modern data platforms- 28692Murphy2025-03-23
Water Cooler Small Talk: Gambler's Fallacy and Ruin
An intuitive and thorough explanation of gambling, luck, and risk to keep you from looking foolish- 24643Murphy2025-03-23
Introducing NumPy, Part 2: Indexing Arrays
Slicing and dicing like a pro- 29288Murphy2025-03-23
The Data All Around Us: From Sports to Household Management
Our weekly selection of must-read Editors' Picks and original features- 22884Murphy2025-03-23
The Who, What, Why of AI
Success starts with the questions no one else asks- 27036Murphy2025-03-23
How to Implement State-of-the-Art Masked AutoEncoders (MAE)
A Step-by-Step Guide to Building MAE with Vision Transformers- 23188Murphy2025-03-23
Hands-On Imitation Learning: From Behavior Cloning to Multi-Modal Imitation Learning
An overview of the most prominent methods in imitation learning while testing on a grid environment- 29394Murphy2025-03-23
Can You See the War from Space?
Case study of the Russian-Ukrainian war- 28770Murphy2025-03-23
How the LLM Got Lost in the Network and Discovered Graph Reasoning
Enhancing large language models: A journey through graph reasoning and instruction-tuning- 21767Murphy2025-03-23
Transformer? Diffusion? Transfusion!
A gentle introduction to the latest multi-modal transfusion model- 29973Murphy2025-03-23
Creating Project Environments in Python with VSCode
Learn how to manage different environments for your Python projects- 29548Murphy2025-03-23
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.