machine learning

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...

Biggest AI Week of the Yr? Recent Models From OpenAI, Claude, and Deepmind

Good morning. It’s Wednesday, August sixth.On this present day in tech history: In 2010Google quietly accomplished its acquisition of Metaweb, the corporate behind Freebasea structured knowledge graph that became the backbone of what...

Context Engineering — A Comprehensive Hands-On Tutorial with DSPy

Context Engineering by now. This text will cover the important thing ideas behind creating LLM applications using Context Engineering principles, visually explain these workflows, and share code snippets that apply these concepts practically. Don’t...

Anthropic’s AI “vaccines,” scaling gamble, and why it shut OpenAI out

Good morning. It’s Monday, August 4th.On at the present time in tech history: In 1987the legendary Connection Machine CM-2 from Pondering Machines Corporation finally landed in research labs. With its 65,536 processors, it...

Confusion Matrix Made Easy: Accuracy, Precision, Recall & F1-Rating

we cope with classification algorithms in machine learning like Logistic Regression, K-Nearest Neighbors, Support Vector Classifiers, etc., we don’t use evaluation metrics like Mean Absolute Error (MAE), Mean Squared Error (MSE) or Root...

The ONLY Data Science Roadmap You Have to Get a Job

you trying to grow to be an information scientist and don’t know where to begin? In this text, I would like to give you an easy, no-nonsense learning roadmap that you could follow to...

LLMs and Mental Health

who're paying close attention to the media coverage of AI, particularly LLMs, will probably have heard about a number of cases and trends around how people’s mental health may be affected by use...

“I feel of analysts as data wizards who help their product teams solve problems”

You’ve written extensively about agentic AI and frameworks like smolagents and LangGraph. What excites you most about this emerging space? I first began exploring generative AI largely out of curiosity and, admittedly, a little bit...

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