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Next-Level Anomaly Detection: Unlocking Neural Insights

Transform anomaly detection with the power of neurons!

Sara Nóbrega
Towards Data Science

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Image by author.

Have you ever wondered if there’s a better way to spot what doesn’t belong in a set of image data?

Traditional methods have their place, but what if the key to a more refined approach lies within the model itself — specifically, in the state of its neurons?

Could these neural states offer a new perspective on detecting anomalies, providing us with insights we’ve previously overlooked?

Let’s find out!

My name is Sara, and I have a Master’s degree in Physics. Currently, I work as a Data Scientist at a global energy company. I write about Data Science, AI Engineer, Career Advice, and more! Feel free to follow me for interesting content!

I performed this project freshly graduated, stepping into a big company for the first time. I was honestly a bit scared. This was my first real test in the professional world. As a physics graduate, I had passed the last year of my master’s learning about data science and machine learning so I could start my career transition.

Btw, I detailed my transition from Physics to Data Science here:

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Data Scientist at EDP | Specializing in AI Engineering | Physics MSc | Entrepreneur at heart | Passionate Traveler https://www.linkedin.com/in/saranfn/