From Default Python Line Chart to Journal-Quality Infographics
Transform boring default Matplotlib line charts into stunning, customized visualizations- 24926Murphy2025-03-22
Transforming Data into Solutions: Building a Smart App with Python and AI
Some financial analysts worry that artificial intelligence may not justify the massive investments being made in the field. While I understand their concerns, I see things differently. I’m neither an AI Boomer nor an AI Doomer – I believe AI h- 23714Murphy2025-03-22
Deep Learning for Outlier Detection on Tabular and Image Data
The challenges and promises of deep learning for outlier detection, including self-supervised learning techniques- 29661Murphy2025-03-22
Learning ML or Learning About Learning ML?
Pragmatism versus (over-)planning- 27769Murphy2025-03-22
Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models
Full explanation on Linear Regression and how it learns- 29932Murphy2025-03-22
5 Simple Projects to Start Today: A Learning Roadmap for Data Engineering
Start with 5 practical projects to lay the foundation for your data engineering roadmap.- 22548Murphy2025-03-22
What I'm Updating in My AI Ethics Class for 2025
What happened in 2024 that is new and significant in the world of AI ethics?- 25297Murphy2025-03-22
Non-Technical Principles All Data Scientists Should Have
Making you a better data scientist, and enhancing your career.- 28024Murphy2025-03-22
The Cultural Impact of AI Generated Content: Part 2
What can we do about the increasingly sophisticated AI generated content in our lives?- 22731Murphy2025-03-22
How to Process 10k Images in Seconds
Efficient image operations with multiprocessing in Python- 22171Murphy2025-03-22
How to Tell Among Two Regression Models with Statistical Significance
Diving into the F-test for nested models with algorithms, examples and code- 22701Murphy2025-03-22
Mastering Sensor Fusion: Color Image Obstacle Detection with KITTI Data – Part 2
How to use Color Image data for object detection in the context of obstacle detection- 28627Murphy2025-03-22
Data behind the Luck, Ambition, and a Billion-Dollar Dream: Lottery
Using Seattle's local retail store data for consumer patterns of the lottery (SQL, Python)- 29851Murphy2025-03-22
Scaling Statistics: Incremental Standard Deviation in SQL with dbt
Why scan yesterday's data when you can increment today's?- 26345Murphy2025-03-22
How I Built a Real-Time Weather Data Pipeline Using AWS-Entirely Serverless
A practical guide to leveraging AWS Lambda, Kinesis, and DynamoDB for real-time insights- 29337Murphy2025-03-22
Start a New Year of Learning on the Right Foot
A special edition of must-read articles and resources to help you kick off a productive 2025- 23339Murphy2025-03-22
Data Engineering – ORM and ODM with Python
Manipulate database data leveraging an object-oriented programming paradigm- 28824Murphy2025-03-22
How to Stand Out in The Data Science Job Market
How to have the edge in your data science application- 28788Murphy2025-03-22
The Fallacy of Complacent Distroless Containers
Making containers smaller is the most popular practice when reducing your attack surface. But how real is this sense of security?- 26378Murphy2025-03-22
Demand Forecasting with Darts: A Tutorial
A hands-on tutorial with Python and Darts for demand forecasting, showcasing the power of TiDE and TFT- 28114Murphy2025-03-22
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.