A Bird’s-Eye View of Linear Algebra: Matrix Chain Multiplication

by | Nov 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Linear algebra is the backbone of AI. Matrix multiplication is the fundamental operation of linear algebra. What if there is a whole chain?Continue reading on Towards Data Science » ​Linear algebra is the backbone of AI. Matrix multiplication is the fundamental...

Game Theory, Part 3 — You are the average of the five people you spend the most time with

by | Nov 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Is Tit-for-tat the best strategy in the Iterated Prisoner’s Dilemma game?Continue reading on Towards Data Science » ​Is Tit-for-tat the best strategy in the Iterated Prisoner’s Dilemma game?Continue reading on Towards Data Science »  data-science, programming,...

Boosting Algorithms in Machine Learning, Part II: Gradient Boosting

by | Nov 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Uncovering a simple yet powerful, award-winning machine learning algorithmContinue reading on Towards Data Science » ​Uncovering a simple yet powerful, award-winning machine learning algorithmContinue reading on Towards Data Science »  gradient-boosting, regression,...

Reporting in Excel Could Be Costing Your Business More Than You Think — Here’s How to Fix It…

by | Nov 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Reporting in Excel Could Be Costing Your Business More Than You Think — Here’s How to Fix It…Discover how you can save hours, eliminate costly data errors, and free up your team to focus on insights that drive real business growth.Disclaimer: I am not affiliated with...

Beyond RAG: Precision Filtering in a Semantic World

by | Nov 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Photo by Nathan Dumlao on UnsplashAligning expectations with reality by using traditional ML to bridge the gap in a LLM’s responsesEarly on we all realized that LLMs only knew what was in their training data. Playing around with them was fun, sure, but they were and...

From Parallel Computing Principles to Programming for CPU and GPU Architectures

by | Nov 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

For early ML Engineers and Data Scientists, to understand memory fundamentals, parallel execution, and how code is written for CPU and GPU.Photo by Olav Ahrens Røtne on UnsplashThis article aims to explain the fundamentals of parallel computing. We start with the...