Data

How to serve HTML pages using Flask and Jinja

How can we serve dynamic web pages with a Flask app?

Quickie Dev #4: Using Javascript’s reduce function

Because this hammer is actually a Swiss Army knife!

Quickie Dev #2: Lists, sets, dicts, tuples… in Python

Because choosing the right data structure can save your program!

AfI/IAf #4: “AIs can be artists too” / “Les IAs peuvent aussi être artistes”

These past few years, we’ve had plenty of articles on AIs that had created amazing paintings, incredible texts or uncannily realistic music. While the results were sometimes not as truly unbelievable as the article’s buzz-title suggested, we have to admit that there’s an ever-growing trend of “creative AIs”, or AI artists. But this begs the question: can AI really be creative? Isn’t this ability to invent, to create, inherently human?

Quickie AI #1: Check your baseline!

Because sometimes getting an outstanding model can be easy enough… until you realize the most naive approach would be just as efficient!

Bias in data (scientist) = bias in ML

Because data science is mainly about… data and data scientists, surprisingly 😉

Data & Security/Donnée & Sécurité #2: Asymmetric Ciphers/Chiffrement asymétrique

Last time, I discussed how symmetric cryptography has long been in use for transmitting secret messages. Despite all of its advantages, we did point out some problems with symmetric ciphers: they require you to safely exchange keys and some can now be easily broken thanks to the newest technologies in computer science. Today, I’ll talk more about the counterpart: asymmetric cryptography. I’ll discuss its pros and cons compared to symmetric cryptography and I’ll also give a very rough picture of a possible game-changer: quantum cryptography.

Data & Security/Donnée & Sécurité #1: Symmetric Ciphers / Chiffrement symétrique

Today, we live in a world of data. It is great, because it helps Google perform amazing searches and retrieve exactly the info you want; because it allows Facebook and Instagram to show you news that are relevant for you; because it makes it easy to connect to hundreds of applications and enjoy thousands of new technologies. But, at the same time, some scammers are currently take advantage of the Covid pandemic to trick people into giving out info and money with phishing, possible medical data leaks from the French to the American government have been pointed out and there are more and more scandals about hackers attacking hospitals or banks mixing up their clients data and having them stolen.

AfI/IAf #3: “Do AIs need a body?” / “Les IAs ont-elles besoin d’un corps ?”

In this third article in the Artifakal Intelligence / Intelligence Artifaussielle series, I’ll discuss a common question in sci-fi culture: “do AIs need a body?“. Are robots always shiny humanoid entities, or should we widen our search field and consider more of the tech marvels around us as robots?

3 Showcase Projects (Full-Stack)

Last Autumn, I graduated from Polytech Sorbonne – I’m now an engineer in Applied Mathematics and Computer Science, yay! 🙂 In parallel, for a few months now, I’ve also been a freelancer software full-stack developer. Thanks to this second activity, I get to meet a lot of people, to work on various projects and to keep on learning plenty of technologies I’m interested in!

Automated discourse analysis / Analyse automatique du discours

Over the past few years, artificial intelligence has been used in lots of applications. Its history is already paved of several milestones such as the golden years in the 70s, the fall in the 80s, the boom of big data, the rise of deep learning or more recently, better-than-human strategy game players. The past two years are considered by several AI prominent figures like Yann Le Cun to be the latest revolution in AI, with a focus on natural language processing (or NLP). Indeed, in 2019, OpenAI kicked the anthill once more on the topic of NLP when they released an AI capable of generating amazingly realistic text. They even decided to refrain from publishing the code – contrary to most of their projects – because they were worried it could be used to create fake news more easily.

AfI/IAf #2: “Machines are objective” / “La machine est objective” (2/2)

This week, it’s Part II of the second article in the Artifakal Intelligence / Intelligence Artifaussielle series. I’ll keep discussing the idea that: “machines are logical, hence they are objective“. Today, we’ll focus more on examples and possible solutions.