Navigating the Realities of Being A Data Scientist
Some of the struggles I face frequently as a data scientist- 22406Murphy2025-03-22
Advanced Selection from Tensors in Pytorch
Using torch.index_select, torch.gather and torch.take- 28056Murphy2025-03-22
Designing and Deploying a Machine Learning Python Application (Part 2)
You don't have to be Atlas to get your model into the cloud- 24967Murphy2025-03-22
OpenAI vs Open-Source Multilingual Embedding Models
Choosing the model that works best for your data- 27771Murphy2025-03-22
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- 26077Murphy2025-03-22
The Parallels of Generative AI
And the democratization of AI implementation- 24887Murphy2025-03-22
Opinions Drive Innovation, not Data, Says the iPhone Creator
Escaping the Data Trap: How Opinions Unlock True Innovation- 24498Murphy2025-03-22
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- 28431Murphy2025-03-22
Question-Answering Systems: Overview of Main Architectures
Discover design approaches for building a scalable information retrieval system- 27138Murphy2025-03-22
Time Series Forecasting with TensorFlow and Visualization Techniques to Perform Predictions Beyond&#
How to Extend Your Predictions Beyond Validation Period- 25158Murphy2025-03-22
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...- 20997Murphy2025-03-22
What's The Story With HNSW?
Exploring the path to fast nearest neighbour search with Hierarchical Navigable Small Worlds- 26157Murphy2025-03-22
Lessons From My ML Journey: Data Splitting and Data Leakage
Common mistakes to avoid when you transition from statistical modelling to Machine Learning- 20368Murphy2025-03-22
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- 26975Murphy2025-03-22
TimesFM: Google's Foundation Model For Time-Series Forecasting
A new age for time series- 26499Murphy2025-03-22
CentralBankRoBERTa: an LLM for Macroeconomics
Harnessing AI to Classify Macroeconomic Sentiment and Addressed Agents- 25885Murphy2025-03-22
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- 23136Murphy2025-03-22
Diffusion Transformer Explained
Exploring the architecture that brought transformers into image generation- 22681Murphy2025-03-22
Do Not Put Filtering Conditions In the "WHERE" Clause in Some Scenarios
Do you what happens if we put conditions after LEFT JOIN ON?- 28834Murphy2025-03-22
Extensible and Customisable Vertex AI MLOps Platform
Building scalable Kubeflow ML pipelines on Vertex AI and 'jailbreaking' Google prebuilt containers- 21668Murphy2025-03-22
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.