Navigating the Realities of Being A Data Scientist
Some of the struggles I face frequently as a data scientist- 22444Murphy2025-03-22
Advanced Selection from Tensors in Pytorch
Using torch.index_select, torch.gather and torch.take- 28095Murphy2025-03-22
Designing and Deploying a Machine Learning Python Application (Part 2)
You don't have to be Atlas to get your model into the cloud- 25005Murphy2025-03-22
OpenAI vs Open-Source Multilingual Embedding Models
Choosing the model that works best for your data- 27809Murphy2025-03-22
Intro to DSPy: Goodbye Prompting, Hello Programming!
How the DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with programming and compiling- 26114Murphy2025-03-22
The Parallels of Generative AI
And the democratization of AI implementation- 24924Murphy2025-03-22
Opinions Drive Innovation, not Data, Says the iPhone Creator
Escaping the Data Trap: How Opinions Unlock True Innovation- 24537Murphy2025-03-22
How to Reduce Class Imbalance Bias in AI? (Explained with a Riddle)
Do you like riddles? Perfect! In this article I'll use a riddle as a fun way to explain class imbalance bias in machine learning models- 28468Murphy2025-03-22
Question-Answering Systems: Overview of Main Architectures
Discover design approaches for building a scalable information retrieval system- 27175Murphy2025-03-22
Time Series Forecasting with TensorFlow and Visualization Techniques to Perform Predictions Beyond
How to Extend Your Predictions Beyond Validation Period- 25197Murphy2025-03-22
Mapping out the connections of Oscar Winners
In this short piece, I use public Wikipedia data, Python programming, and network analysis to extract and draw up a network of...- 21035Murphy2025-03-22
What's The Story With HNSW?
Exploring the path to fast nearest neighbour search with Hierarchical Navigable Small Worlds- 26194Murphy2025-03-22
Lessons From My ML Journey: Data Splitting and Data Leakage
Common mistakes to avoid when you transition from statistical modelling to Machine Learning- 20405Murphy2025-03-22
How to Test Graph Quality to Improve Graph Machine Learning Performance
Testing the quality of your graphs is vital to ensure their performance in your machine learning system- 27012Murphy2025-03-22
TimesFM: Google's Foundation Model For Time-Series Forecasting
A new age for time series- 26537Murphy2025-03-22
CentralBankRoBERTa: an LLM for Macroeconomics
Harnessing AI to Classify Macroeconomic Sentiment and Addressed Agents- 25922Murphy2025-03-22
Tracking The Great Salt Lake's Shrinkage Using Satellite Images (Python)
Analyzing Landsat-8 imagery (2014-2023) to create the time series of Great Salt Lake surface area using Python in Google Colab- 23173Murphy2025-03-22
Diffusion Transformer Explained
Exploring the architecture that brought transformers into image generation- 22724Murphy2025-03-22
Do Not Put Filtering Conditions In the "WHERE" Clause in Some Scenarios
Do you what happens if we put conditions after LEFT JOIN ON?- 28872Murphy2025-03-22
Extensible and Customisable Vertex AI MLOps Platform
Building scalable Kubeflow ML pipelines on Vertex AI and 'jailbreaking' Google prebuilt containers- 21707Murphy2025-03-22
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
