Camilo G.

Nerd, PhD - Machine Learning and AI

[Mathematica @mathemetica]

Machine learning systems tune their internal parameters to achieve lower prediction errors through iterative adjustments.

The graph shows how cost varies with one weight parameter along a characteristic U-shaped curve whose bottom represents the minimum achievable cost. The black dot locates the starting weight, from which the dashed gradient line indicates the direction of steepest cost rise. Multiple arrows trace the incremental updates that move opposite the gradient, sliding down the slope to the minimum.

This same principle enables the optimization of parameters in systems that recommend products on e-commerce websites.

[Camilo G. @camilogto]

@TheTrueVanguard Hercules graphic card

[Camilo G. @camilogto]

@davepl1968 Same here! I remember installing Borland C++, using Lynx to navigate and practicing in the early Sun Solaris servers

[Camilo G. @camilogto]

@raulpacheco No, It was hard and took me six years, but it was worth it

[Camilo G. @camilogto]

@Xbox Xbox 360

[Camilo G. @camilogto]

@arankomatsuzaki LSTM and GRU are still my choice for time series prediction.

[Camilo G. @camilogto]

@caylenb Poison and dual wield swords

[Camilo G. @camilogto]

@googlearts Francis Bacon

[Camilo G. @camilogto]

Yes! New research paper accepted! I need a coffee right now!

[Camilo G. @camilogto]

@CamilusOctavius IEEE, no por elección. Si me dejan escoger, siempre APA.

[Camilo G. @camilogto]

Now academic request are becoming passive-aggressive:
"Dear sir,
We tried contacting you several times, but since you never responded, we'd like to do so once more as a courtesy."

No, I am not interested in writing a 2-page opinion or mini-review.

[Camilo G. @camilogto]

Almost one year later and I am still in love with my Xbox Series S.

[Camilo G. @camilogto]

Today I get my Xbox series S. Fast, small and compatible with my Xbox One controllers. Yes, I am happy!

[Camilo G. @camilogto]

This is my Halloween song! LORDI - Borderline - (2021) // Official Music Video // AFM Records https://t.co/BkZrSBHYha

[Camilo G. @camilogto]

My Python development environment is starting to look like the bar from the movie Trainspotting. Time to reinstall?

[Camilo G. @camilogto]

Hecho! Funcionando como nuevo!🤖

[Camilo G. @camilogto]

Mi MacBook Air (2015) no funciona bien desde que lo actualicé a macOS BigSur. Es hora de darle nueva vida con @elementary

[Camilo G. @camilogto]

Well, the citation alert email from Scopus just made my day. It deserves a nice cup of coffee! ☕️ #AcademicChatter #AcademicTwitter

[Camilo G. @camilogto]

Para el que diga que lo que se estudia en los primeros semestres no sirve para nada, acá estoy, 20 años después, escribiendo un código para transformar una lista de 1008 elementos en una matriz de 24x42 elementos. Es más complicado, pero esa es la idea. 🤓

[Camilo G. @camilogto]

... and the query builder in QGIS is awful.

[Camilo G. @camilogto]

Learning how to do nerd stuff for my research in QGIS. So far, I have had a mixed experience. Nice results, and some time wasting bugs.