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Yesterday, I took my kids to their piano lesson at Melody Magic Studios . The teachers there are not just educators—they’re musicians in...

Pizza is everywhere in the U.S.—and not just on dinner tables. It’s in school cafeterias, office parties, airport terminals, and birthday...

Clinical trials are often called the gold standard in medical research — and for good reason. They’re designed to test whether a...

Have you ever wondered how survival probabilities are calculated? Well, even if you haven’t, here are my study notes to spark your...

Every treatment we use today—from common painkillers to cancer therapies—has gone through a rigorous process called clinical trials....

This week in my 602 course I learned about the Poisson distribution. The Poisson distribution is a fundamental tool in statistics for...

👶🥗 Pregnancy & Healthy Eating — We’ve Got Work To Do A new NIH study reveals a surprising truth: most people in the U.S. don’t follow...

🧠🥦 Want to age well? Your midlife diet really matters -- big time.  A new long-term study in Nature Medicine followed 100,000+ people...

Do you suffer from joint pain? Do you love crusty, crispy breads, toasted breads, and chips? These could be linked! In Turkey, bread is a...

Sometimes our experiments get very complicated and there are some tricks that can help prepare better. Today I want to share with you...

In my last post, we talked about what happens when a cell becomes a cancer cell. Today, let’s talk about environmental and preventable...

We often talk about ultra-processed foods, but how they’re cooked matters too! 🍗🔥 When foods undergo high heat processing—like frying,...

Did you know? A recent NIH study found that ultra-processed foods (UPFs) make up 70% of the American diet! 🍔🥤 🔬 This study, led by Dr....

You may recall my recent post where I talked about “What a Cell Does in a Day?”  🕰️Today, let’s talk about cancer cells. At their core,...

Ever wonder what your cells are up to? 🤔 The first lecture in Molecular Cell Biology always starts with just how small cells are. A...

A Deep Dive into Stochastic Neighbor Embedding Introduction In high-dimensional data visualization, t-Distributed Stochastic Neighbor...

Understanding Dimension Reduction: PCA vs. t-SNE vs. UMAP with the Swiss Roll When dealing with high-dimensional data, it is often...

Today I am trying to understand the logic behind dimension reduction (DR). I wanted to read and write about some simple examples to...