Here is a method to understand how complex your time series are, in a few lines of code — Every data scientist knows this: the first step to the solution of a Machine Learning problem is the exploration of the data. And it’s not only about understanding which features can help you in solving the problem. That is actually something that requires domain knowledge, a lot of effort, a…

From theory to practice with the Otsu thresholding algorithm — Let me start with a very technical concept: An Image will be viewed, treated, analyzed, and processed as a 2D signal. And some proper definitions: A signal is a quantity that changes over space or time and can be used to transmit a form of information. An image is nothing…

Here’s how I generated an app that creates new non-existing words using OpenAI and Python, in a few lines of code — I was doing a rewatch of a Netflix Technology Blog TV show called “You” with my girlfriend a couple of weeks ago. This is a TV show about (toxic) love and there is an episode where the two lovers are playing Scrabble. The particular thing is that they could only…

Here’s the story of a success story that only required a few hours of work — A couple of days ago, I came back from work and started playing video games. Playing video games is a great distraction for me, and as I am so incredibly bad, I really don’t focus on the game; I just start thinking. I let my mind go everywhere. Mostly, I…

Ecco come un test a quiz italiano ha mostrato tutti i limiti di ChatGPT, il chatbot più potente del momento, con un semplicissimo gioco di logica — Per 15 anni della mia vita, ogni sera, io e mia madre vedevamo in un televisore cinque parole, con scritta bianca in uno sfondo blu. Il nostro obiettivo era quello di trovare una parola, una sola, che potesse collegare le cinque parole. Sembra semplice vero? 🙃

From theory to practice with Bayes Theorem — Math and Physics are full of theorems, equations, principles, axioms, and corollaries. When I started studying Physics I remembered I got to the point where all the courses I studied had the same structures: A. Defining the fundamental assumptions B. Using math to build the next “brick of the wall” C…

Here’s how to build a generative Deep Learning model for Signal Processing in a few lines of code — In my research, I use Machine (Deep) Learning a lot. Two days ago, I was working on Generative Adversarial Network (GAN) and seeing how I can apply it to my work. After the code was ready, I started writing this article on Medium and I tried to find the best…

Here’s how to incorporate uncertainty in your Neural Networks, using a few lines of code — I have a master's degree in physics and work as an aerospace engineering researcher. Physics and engineering are two distinct sciences that share a desire to understand nature and the ability to model it. The approach of a physicist is more theoretical. The physicist looks at the world and tries…

Here’s how to automatically classify good and bad reviews using Machine Learning, in a few lines of code — I am a researcher, and I work with AI every day. I can argue that everyone in my position is excited like a dog that stares at an ice cream cone.🤩 This is the reason: Open AI’s Chat GPT is awesome. For those who don't know what I'm talking about…