A guide on how to perform a Lightweight deployment — Deploying a Machine Learning model is considered the baptism of fire for many developers. …

How to start building AI-as-a-service products — With the advent of Cloud Computing, services that once were only available after making a consistent investment in hardware can be now rented for a very small sum of money. Because of giant Cloud Providers that can minimize their fixed costs and are in constant competition with each other, they…

How does a web scraper that runs on the Cloud work? — Web scraping is an activity that is almost impossible to complete on large scale with a single computer. Although web scraping is one of the easiest software to create, it requires a long time to complete its task because of the limitations imposed by our internet network. …

Main tools and concepts to study to become a data scientist — Data science has been one of the hottest jobs in 2021, and will surely be one of the most in-demand jobs for 2022. Most of the data scientists I know picked up their skills as self-learners, sometimes starting with a computer engineer background. From what I have seen, the school…

My guide for data science content creation — The first time I started writing on Medium was in April 2020. The first Covid wave just hit Europe in January, and I was stuck at home in Tuscany, Italy. At the time, I did not even start writing about data science. In reality, I barely knew how to program…

Building a movie recommendation system using transformers and vector-based technology. — In this post, I am going to show you how to vectorize a movie dataset and at the end of the tutorial, I am going to complete the movie recommendation system using nearest neighbors. Full code available at my repo. Movie recommendation systems are one of the most in-demand AI…

Which Cloud should you go for? — The Cloud is one of the first choices you are going to make in your developer career that you really do not want to get wrong. Most of the time is not up to you, every workspace you will work into will likely have a different choice. …

How to use transformer-based technology to perform data encoding — Data encoding has been one of the most recent technological advancements in the domain of Artificial Intelligence. By using encoder models, we can convert categorical data into numerical data, and this allows us to make comparisons, see how the data is related to each other, make recommendations, improve searches… In…

Testing the prediction capabilities of AI. Full code available at my repo. — Join our FREE programming community on discord and meet other programmers in Python Kai! AI is a wonder, there is no doubt. Since people understood its prediction capabilities, have been using it for good. …