CI/CD for Multi-Model Endpoints in AWS
A simple, flexible alternative for sustainable ML solutions- 26165Murphy2025-03-23
META's Hiera: reduce complexity to increase accuracy
Simplicity allows AI to reach incredible performance and surprising speed- 20524Murphy2025-03-23
Similarity Search, Part 5: Locality Sensitive Hashing (LSH)
Explore how similarity information can be incorporated into hash function- 26133Murphy2025-03-23
What Exactly Does a Data Scientist Do?
My honest reflections after working in 3 different Data Science teams (hint: there's a lot more PowerPoint than you think)- 27976Murphy2025-03-23
5 Ways to Get Interesting Datasets for Your Next Data Project (Not Kaggle)
Bored of Kaggle and FiveThirtyEight? Here are the alternative strategies I use for getting high-quality and unique datasets- 26973Murphy2025-03-23
Creating Incredible Decision Tree Visualizations with dtreeviz
How to visualize decision tree models with this useful library- 22154Murphy2025-03-23
Using ChatGPT for Efficient Debugging
Enhance your debugging experience and learn faster with the power of Large Language Models- 29653Murphy2025-03-23
How To Create Cyberpunk-Styled Seaborn Violin Plots with Minimal Python Code
A simple tutorial on how to enhance your Seaborn violin plots with ease- 25272Murphy2025-03-23
What is the Hypergeometric Distribution
Breaking down one of the less well-known distributions in data science- 29206Murphy2025-03-23
Closeness and Communities: Analyzing Social Networks with Python and NetworkX - Part 3
In Part 2, we expanded our understanding of social network analysis by graphing the relationships between the members of the bands Smashing Pumpkins and Zwan. Then, we examined metrics like degree centrality and betweenness centrality to investigate the r- 20865Murphy2025-03-23
Retro Data Science: Testing the First Versions of YOLO
Let's travel 8 years back in time- 22116Murphy2025-03-23
LangChain's Boost through Memory Expansion Techniques
- 29662Murphy2025-03-23
How to Generate Interactive Maps with Folium
Using this Python library to create map visualizations- 21911Murphy2025-03-23
Mixed Effects Machine Learning with GPBoost for Grouped and Areal Spatial Econometric Data
A demo using European GDP data- 22187Murphy2025-03-23
How to Create Beautiful Age Distribution Graphs With Seaborn and Matplotlib (Including Animation)
Visualizing demographics for countries and regions- 29223Murphy2025-03-23
How To Prepare Your Data For Visualizations
Without using Tableau Prep or Alteryx- 23252Murphy2025-03-23
Battle of the LLM Giants: Google PaLM 2 vs OpenAI GPT-3.5
A Practical Comparison Using Outside's Real-World data, Pinecone and Langchain- 25986Murphy2025-03-23
Meta AI's Another Revolutionary Large Scale Model – DINOv2 for Image Feature Extraction.
DINOv2 is one of the best self-supervised ViT-based DL models for image feature extraction.- 25556Murphy2025-03-23
4 ways to encode categorical features with high cardinality
We explore 4 methods to encode categorical variables with high cardinality: target encoding, count encoding, feature hashing and embedding.- 23855Murphy2025-03-23
Managing the Cloud Storage Costs of Big-Data Applications
With the growing reliance on ever-increasing amounts of data, modern day companies are more dependent than ever on high-capacity and highly scalable data-storage solutions. For many companies this solution comes in the form of cloud-based storage service,- 23377Murphy2025-03-23
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.