Why fairness through unawareness is a pretty idea with ugly consequences Continue reading on Towards Data Science » Machine Learning on Medium
Month: September 2023
Designing Operations Research Solutions: A User-friendly Routing Application with Streamlit
From mathematical models to software engineering in Python Photo by Caspar Camille Rubin on Unsplash Bridging the gap between theory and applications is essential in Operations Research and Data Science. Whereas theoretical foundations form the core of optimization solutions as they provide the means to solving complex problems, we should also be concerned with how to make…
OpenAI Stakeholder Map
How a firm on the bleeding edge of LLMs and AI inhabits their business environment Continue reading on Medium » Machine Learning on Medium
Hybrid Search 2.0: The Pursuit of Better Search
A Journey of Learning, Improvement, and the Quest for the Ultimate Hybrid Search System Photo by bert b on Unsplash The idea of combining the strength of text and vector search has gained momentum in the field of search systems as a way to improve search relevancy and accuracy. I discussed using OpenSearch to build a hybrid…
Create Galactic Art with Tkinter
Model Mother Nature with Logarithmic Spirals Continue reading on Towards Data Science » Towards Data Science – Medium
All you need to know about encoding techniques!
How to use label encoding, one hot encoding, catboost encoding, etc. along with its Python implementation! Continue reading on ANOLYTICS » Machine Learning on Medium
Deploying Your Machine Learning Model to Production in the Cloud
Learn a simple way to have a live model hosted on AWS. KDnuggets
GenAI for Better NLP Systems I: A Tool for Generating Synthetic Data
Experimenting with the usage of GenAI for generating and augmenting synthetic data using Python for Prompt Engineering Continue reading on Towards Data Science » Towards Data Science – Medium
Power of Artificial Intelligence and Machine Learning (Part-02)
Supervised learning, unsupervised learning, and reinforcement learning Continue reading on Bug Zero » Machine Learning on Medium
A (Philosophical) Perspective on Skills Gaps in AI
What separates junior machine learning practitioners from senior solution architects in a fast-moving industry? Frustrations are natural in machine learning, but also avoidable. Photo by Tim Gouw from Pexels.com. Although there is no shortage of AI courses available, we often find ourselves at a loss as to why many of our applicants are missing seemingly…