data science

“My biggest lesson was realizing that domain expertise matters greater than algorithmic complexity.“

You latterly won $10,000 in a machine learning competition — congratulations! What was the largest lesson you took away from that have, and the way has it shaped your approach to real-world ML problems? My...

How I Won the “Mostly AI” Synthetic Data Challenge

I within the Mostly AI Prize and won each the FLAT and SEQUENTIAL data challenges. The competition was a improbable learning experience, and on this post, I need to supply some insights into...

How you can Write Insightful Technical Articles

, I discuss how you possibly can write technical articles. I even have been writing such articles for around 2.5 years, and I’ll undergo my experiences, how you'll find your individual area of interest,...

How one can Design Machine Learning Experiments — the Right Way

Never miss a brand new edition of , our weekly newsletter featuring a top-notch choice of editors’ picks, deep dives, community news, and more. It’s tempting to think that what separates a successful machine learning project from...

From Data Scientist IC to Manager: One Yr In

yr, I wrote about my first 3-month manager experience. I shared a few of the immediate changes I noticed, including more meetings, mentoring and training opportunities, a broader scope, and increased visibility into...

What Is Data Literacy in 2025? It’s Not What You Think

you heard that the human attention span is shorter than that of a goldfish? In accordance with Microsoft’s 2015 study, the common human attention span decreased from 12 seconds in 2000 to eight seconds...

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...

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