Validating Data in a Production Pipeline: The TFX Way
A deep dive into data validation using Tensorflow Data Validation- 22439Murphy2025-03-22
Unveiling Metadynamics: A Beginner's Guide to Mastering PLUMED (Part 1 of 3)
Unlock the power of metadynamics with PLUMED! Explore free energy landscapes and master molecular dynamics with my beginner-friendly guide.- 27081Murphy2025-03-22
330 Weeks of Data Visualizations: My Journey and Key Takeaways
How consistent practice in data visualization enhanced my data science skills- 21955Murphy2025-03-22
The Data Science Resume That Got Me Jobs & Interviews
A breakdown of how you should structure a data science resume- 29035Murphy2025-03-22
I Took a Certification in AI. Here's What It Taught Me About Prompt Engineering.
A software developer learns how large language models are more than just magic.- 23447Murphy2025-03-22
My learning to being hired again after a year… Part I
For anyone job hunting, not just tech folks- 21752Murphy2025-03-22
I Invented a Way to Speak to an AI, Keeping Your Privacy
The tech is called "Silent Voice."- 26440Murphy2025-03-22
Business Planning with Python – Revenue Optimization
How can you use data analytics to help small businesses maximize their revenue while maintaining or improving profitability?- 25792Murphy2025-03-22
The Math Behind Risk – Part 1
Does the attack really have an advantage in the game of world conquest?- 26632Murphy2025-03-22
How to Design Better Metrics
9 best practices from leading companies like Uber & Meta- 26594Murphy2025-03-22
Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment
Achieving Better Results and Efficiency in Language Model Fine-Tuning- 29088Murphy2025-03-22
Data Science for Schools, Part 2: Student Electives Allocation with Python
Time to stop relying on `allocations_final_FINALv2.xlsx`- 30017Murphy2025-03-22
Manage dev and prod using terraform and local yaml files
Turn your terraform to spin in multiple projects using yaml- 20474Murphy2025-03-22
Building Fill.sg, a GenAI Report Toolkit
FulFILL your dreams of having AI write repetitive reports for you. Find out how we built Fill.sg in 2 weeks at LAUNCH!- 21109Murphy2025-03-22
17 (Advanced) RAG Techniques to Turn Your LLM App Prototype into a Production-Ready Solution
A collection of RAG techniques to help you develop your RAG app into something robust that will last- 21000Murphy2025-03-22
The History of Convolutional Neural Networks for Image Classification (1989- Today)
A tour through the history of Computer Vision!- 24625Murphy2025-03-22
Chi-Squared Test: Revealing Hidden Patterns in Your Data
Unlock Hidden Patterns in Your Data with the Chi-Squared Test in Python.- 26661Murphy2025-03-22
Safeguarding Demand Forecasting with Causal Graphs
Causal AI, exploring the integration of causal reasoning into machine learning- 25497Murphy2025-03-22
A Guide to Python's Weak References Using weakref Module
Learn all about weak references in Python: reference counting, garbage collection, and practical uses of the weakref module- 21450Murphy2025-03-22
Diving Deep into AutoGen and Agentic Frameworks
This blog post will go into the details of the "AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation" paper- 20302Murphy2025-03-22
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.