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Aug. 18, 2026

Will They Leave? Predicting Customer Churn with Machine Learning | Data Science Ascent M5:E5

Which customers are about to leave, and can machine learning identify them before they do?

Welcome to Module 5, Episode 5 of Data Science Ascent: Machine Learning Foundations.

In this episode, we move from predicting numbers to predicting yes-or-no outcomes. You'll build your first classification model using logistic regression and apply it to one of the most important real-world machine learning problems: customer churn prediction.

🚀 What You'll Learn

✅ Understand regression vs. classificat
Aug. 17, 2026

Horny Goat Weed Explained: Benefits, Risks & What the Science Really Says

Horny goat weed—also known as Epimedium or yin yang huo—is promoted as a natural solution for libido, erectile dysfunction, energy, menopause symptoms, and bone health. But how much of that is supported by credible human research? In this episode of Series of Thoughts, we separate supplement marketing from scientific evidence and examine what horny goat weed may—and may not—do. The primary compound studied in Epimedium is icariin. Laboratory and animal research suggests that icariin may affect
Aug. 17, 2026

Huperzine A Explained: Memory Benefits, Risks & Evidence | No Hype

Huperzine A is promoted as a powerful memory supplement and nootropic—but does the science support the claims? In this episode of Series of Thoughts, we take a clear, evidence-focused look at Huperzine A: what it is, how it affects the brain, why people take it, and what you should know before considering it. Huperzine A is an isolated compound derived from Huperzia serrata, a type of club moss used in traditional Chinese medicine. Unlike a crude herbal extract, it is a specific molecule with
Aug. 17, 2026

How to Become an Architect | Education, Experience, Exams & Career Path

What does it take to become a licensed architect—and what is the career really like beyond designing beautiful buildings? In this episode of Career Paths, we explore the complete journey from your first architectural sketch to professional licensure. You’ll learn how architects combine creativity, technology, building science, communication, and public responsibility to shape the places where people live, work, and connect. Architects do much more than draw buildings. They develop design conce
Aug. 17, 2026

How to Build User Personas & Customer Journey Maps | M2:E5

Great product teams do not design for imaginary users. They build personas and customer journey maps from real research, observed behaviors, and evidence. In Module 2, Episode 5 of our complete Product Management course, you’ll learn how to turn research insights into actionable user personas and a customer journey map that can guide product design, feature prioritization, and roadmap decisions. Many personas are little more than stock photos, demographics, hobbies, and invented quotes. They m
Aug. 17, 2026

Train/Test Split Explained: The Golden Rule of Machine Learning | Data Science Ascent M5:E4

A model is only proven on data it has never seen. Welcome to Module 5, Episode 4 of Data Science Ascent: Machine Learning Foundations. In this episode, you'll learn one of the most important disciplines in machine learning: the train/test split. A model can score nearly perfectly on data it has already studied and still collapse when faced with new data. That isn't successful machine learning. It's memorization. We deliberately build that illusion, watch it fail, and then rebuild the workflow
Aug. 16, 2026

Stop Taking Deep Breaths When You’re Anxious | The Science of Breathing & Anxiety

😮‍💨 Feeling anxious? “Take a deep breath” may be the first advice you hear. But what if forcing big breaths can actually intensify the sensations you’re trying to calm? In this episode of Series of Thoughts, we explore the connection between anxiety, breathing, hyperventilation, carbon dioxide, and the nervous system, and why the goal may not be to breathe more, but to breathe differently. 🫁 Why Deep Breathing Can Backfire When anxiety hits, it's easy to begin taking large, forced breaths. Ac
Aug. 16, 2026

5-HTP Explained: Benefits, Sleep, Mood, Dosage & Risks | What the Science Says

🧠 5-HTP is marketed for sleep, mood, anxiety, and even weight management, but what does it actually do, and what should you know before taking it? In this episode of Series of Thoughts, we take a practical, science-focused look at 5-HTP (5-Hydroxytryptophan), from the biochemistry behind serotonin and melatonin to supplement quality, research evidence, potential benefits, interactions, and important safety concerns. 🧬 What Is 5-HTP? 5-HTP occupies an intriguing position in the body's serotoni

Recent Blog Posts

June 7, 2025

Dinosaurs and the Founding Fathers

I read something interesting a while back in the New Yorker. At the time of our founding, people did not understand that species had become extinct over time. They could not imagine such a concept. They thought the animals were still in existence - …
June 5, 2025

NewsGuard Giving Us a Reality Check

A large percentage of information on social media is made up and intentionally misleading. It is blended in with real news to confuse people and often spreads very quickly. I want to give a shout-out to the timely service provided by NewsGuard. With…