Series

Time Series Isn’t Enough: How Graph Neural Networks Change Demand Forecasting

in supply-chain planning has traditionally been treated as a time-series problem. Each SKU is modeled independently. A rolling time window (say, last 14 days) is used to predict tomorrow’s sales. Seasonality is captured, promotions are added,...

A Practical Toolkit for Time Series Anomaly Detection, Using Python

fascinating points of time series is the intrinsic complexity of such an apparently easy kind of information. At the tip of the day, in time series, you've an x axis that typically represents time...

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

, it is rather easy to coach any model. And the training process is at all times done with the seemingly same method fit. So we get used to this concept that training any...

Empirical Mode Decomposition: The Most Intuitive Strategy to Decompose Complex Signals and Time Series

to investigate your time series as a knowledge scientist?Have you ever ever wondered whether signal processing could make your life easier? If yes — stick with me. This text is made for you. 🙂 Working...

Time Series Forecasting Made Easy (Part 3.2): A Deep Dive into LOESS-Based Smoothing

In Part 3.1 we began discussing how decomposes the time series data into trend, seasonality, and residual components, and because it is a smoothing-based technique, it means we want rough estimates of trend...

Hakob Astabatsyan, Co-Founder & CEO of Synthflow – Interview Series

Hakob Astabatsyan, Co‑Founder and CEO of Synthflow, is leading the event of cutting-edge voice AI technology that helps businesses automate customer calls with human-like responsiveness. Based in Berlin, Hakob co-founded Synthflow in 2023 with...

Denas Grybauskas, Chief Governance and Strategy Officer at Oxylabs – Interview Series

Denas Grybauskas is the Chief Governance and Strategy Officer at Oxylabs, a worldwide leader in web intelligence collection and premium proxy solutions.Founded in 2015, Oxylabs provides considered one of the most important ethically sourced...

Alibaba reveals the open source embedding model ‘Q1 3 embedding series’

Alibaba unveiled the newest artificial intelligence (AI) embedding model 'QWEN3 Embedding Series' on the sixth (local time) as an open source. The embedding model is a core technology that converts text into numbers to assist...

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