by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Image artificially generated using Grok 2. Introduction I have been working as a Data Scientist since 2017, and during that time I have been promoted from a junior/mid-level to a senior, and most recently to a Lead Data Scientist. There is a lot of content online...
by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Using Fourier Transform to detect seasonal componentsContinue reading on Towards Data Science » Using Fourier Transform to detect seasonal componentsContinue reading on Towards Data Science » timeseries, seasonality, fourier-transform, data-science,...
by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Using Fourier Transforms to detect seasonal components In my professional life as a data scientist, I have encountered time series multiple times. Most of my knowledge comes from my academic experience, specifically my courses in Econometrics (I have a degree in...
by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Gain intuition into Information Theory and master its applications in Machine Learning and Data Analysis. Python code included. 🐍Continue reading on Towards Data Science » Gain intuition into Information Theory and master its applications in Machine Learning and Data...
by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Quantifying Surprise – A Data Scientist’s Intro To Information Theory – Part 1/4: Foundations Surprise! Generated using Gemini. During the telecommunication boom, Claude Shannon, in his seminal 1948 paper¹, posed a question that would revolutionise technology: How can...
by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Gain intuition into Entropy and master its applications in Machine Learning and Data Analysis. Python code included. 🐍Continue reading on Towards Data Science » Gain intuition into Entropy and master its applications in Machine Learning and Data Analysis. Python code...
