Unfolding the universe of possibilities..

Dancing with the stars of binary realms.

Exploring what makes an AI Ethics Toolkit tick

Exploring What Makes an AI Ethics Toolkit Tick AI Ethics Toolkits are everywhere, but do we really understand them? Photo by Todd Quackenbush on Unsplash — It’s time to dismantle an AI Ethics Toolkit Introduction As AI systems’ use in applications with critical implications

Quantifying GPT-4’s Hidden Regressions Over Time

Part 3 of a study on generative AI usage and testing Photo by Randy Fath on Unsplash GPT-4 is bigger and better than GPT-3. GPT-4 can draft up eloquent speeches, pass standardized exams, and even interpret images. Since its release on March

Use Deep Learning to Generate Fantasy Character Names: Build a Language Model from Scratch

Can a language model invent unique fantasy character names? Let’s build it from scratch Continue reading on Towards Data Science »

Building Generative AI Apps on Amazon Web Services — My First Experience

48 Hour Hackathon on Amazon Bedrock & SageMaker Continue reading on Towards Data Science »

Translating Terms with LLMs (GPT and Vertex AI/Google Bard)

Photo by Mojahid Mottakin on Unsplash Can LLMs like ChatGPT accurately make translations better than humans? What options of LLMs do we have to work with? Learn more about using generative AI to make translations in multiple different languages. The Background

The Olympics of AI: Benchmarking Machine Learning Systems

How do benchmarks birth breakthroughs? You can’t improve what you don’t measure. — Peter DruckerThe Olympic rings. Image created by the author. The Four-Minute Mile: The Benchmark that Redefined Running For years, running a mile in under four minutes was considered not just a

Advanced Python: Functions

How you will entangle yourself with Python. Photo by iam_os on Unsplash After reading the title, you probably ask yourself something along the lines of, “Functions in Python are an advanced concept? How? All courses introduce functions as the basic block

How to Talk About Data and Analysis to Non-Data People

A step-by-step tutorial for data professionals Continue reading on Towards Data Science »

Exploring Numexpr: A Powerful Engine Behind Pandas

Enhancing your data analysis performance with Python’s Numexpr and Pandas’ eval/query functions Continue reading on Towards Data Science »

Five Practical Applications of the LSTM Model for Time Series, with Code

How to implement an advanced neural network model in several different time series contexts Photo by Andrew Svk on Unsplash When I wrote Exploring the LSTM Neural Network Model for Time Series in January, 2022, my goal was to showcase how easily