Machine Learning

Farnam Street is one of the blogs that relentlessly explores mental models. It’s important to be aware of the concept of mental models because it builds a worldview which is different than the one we commonly carry, whereby everything that isn’t science is unstructured, subjective and even elucid. Mental models are a way to give a little bit of structure to a lesser scrutinized … [Read more...] about Developing human intuition

AI and the bottom line: examples of artificial intelligence in financePhoto by Eduardo Soares on UnsplashIf there’s one technology that’s paying dividends, it’s AI in finance. Artificial intelligence has given the world of banking and the financial industry as a whole a way to meet the demands of customers who want smarter, more convenient, safer ways to access, spend, save and … [Read more...] about How AI can be used in Finance ?

And how you could tooImage by Gerd Altmann from Pixabay“You can only connect the dots backward, you can not do it forward.” Steve JobsI landed my first Data Science job without having a degree in Data Science, nor did an internship related to the subject. In retrospect, I was able to analyze what helped me. If you are trying to get your first Data Science job, this article may … [Read more...] about How I landed my first Data Science job without a Data Science degree

The role of artificial intelligence in disinformation and stopping it.Artificial Intelligence, short for AI, is the hallmark of the modern era. Basically, AI refers to the imitation and replication of human patterns of intelligence. Despite being around for some time now, artificial intelligence remains relatively mysterious for a lot of people.Artificial intelligence and … [Read more...] about Artificial Intelligence and disinformation.

ROUGE is actually a set of metrics, rather than just one. We will cover the main ones that are most likely to be used, starting with ROUGE-N.ROUGE-NROUGE-N measures the number of matching ‘n-grams’ between our model-generated text and a ‘reference’.An n-gram is simply a grouping of tokens/words. A unigram (1-gram) would consist of a single word. A bigram (2-gram) consists of … [Read more...] about The Ultimate Performance Metric in NLP

By Jeff ToffoliAnnotations can be easily reviewed in the annotations tab in the righthand sidebar of Explorer. Any time an annotation has been added by you, you will see a solid green checkmark, or a solid red “x”.You can view all annotations added by you and your collaborators by clicking the “x-annos” link in the rightmost column of the annotation tab. An aggregate view … [Read more...] about Explore your data

When we look a new SQL query the majors obstacles to our full understanding areIntensive use of sub-queries and nested logicUnknown clauses, functions, syntaxes, database-specific commandsPoorly structured or poorly documented codeSo, supposing that we need to understand a SQL query quickly, can we do anything to optimize our SQL analysis approach?In this section I will present … [Read more...] about Decrypting complex SQL

À quoi ressemblera l’informatique quantique en 2026 ?Difficile à dire, mais c’est l’objet d’un document publié par IBM, qui a présenté il y a quelques jours la feuille de route de la division IBM Quantum.IBM Quantum conçoit les solutions d’informatique quantique de IBM, dont évidemment Quantum Experience, la plateforme de Cloud Computing quantique qui a été ouverte au grand … [Read more...] about 2021–2026 : la première révolution quantique

Industry use case of Neural NetworkWhat is Neural Network?Neural networks are a programming approach that is inspired by the neurons in the human brain and that enables computers to learn from observational data, be it images, audio, text, labels, strings or numbers. In simple we can also define it as, a Neural Network was built to mimic the functionality of a human brain. The … [Read more...] about Neural Network

Are you looking for a complete guide on Linear Discriminant Analysis Python?. If yes, then you are in the right place. Here I will discuss all details related to Linear Discriminant Analysis, and how to implement Linear Discriminant Analysis in Python. So, give your few minutes to this article in order to get all the details regarding the Linear Discriminant Analysis … [Read more...] about Linear Discriminant Analysis in Python: Step by Step Guide