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Apache Ant: The Basics

apache ant

Very popular among developers and testers, Apache Ant allows for significant time savings and improved work quality in code building. So, how does this tool work? What are its strengths and weaknesses? How is it used in DevOps? Let’s dive in. What is Apache Ant? ANT stands for “Another Neat Tool.” It is an automation […]

What is a Conditional Generative Adversarial Network (cGAN)?

Conditional Generative Adversarial Network

The Conditional Generative Adversarial Network (cGAN) is a model used in deep learning, a derivative of machine learning. It enables more precise generation and discrimination of images to train machines and allow them to learn on their own. The concept of cGAN was first published in 2014 by Mehdi Mirza and Simon Osindero. To understand […]

Adversarial Training: What you didn’t know yet

adversarial training

Adversarial Training: Since the 2010s, thanks to advances in Machine Learning, especially Deep Learning with deep neural networks, errors have become increasingly rare. Today, they are even very exceptional. However, these models sometimes still make mistakes, without researchers succeeding in developing effective defense systems. Adversarial Examples, or contradictory examples, are among those inputs that the […]

Big Data Training: Everything you need to know

big data

A Big Data training program enables you to acquire the skills needed for careers in Big Data such as Data Analyst, Data Scientist, or Data Engineer. Discover why and how to become a professional in the field of Data Science. Thanks to smartphones, social networks, connected devices, and e-commerce stores, companies have access to immense […]

Bash (Bourne-Again shell): principle, benefits, training


Bash is the most popular shell, widely used in the field of computer programming, as well as for Data Science and Machine Learning. Discover everything you need to know about it: how it works, its utility, benefits, and available training. Since the early days of computing, to enable humans to interact with computers, computer engineers […]

Folium: Discover the open source Python library


Folium is one of the many open-source Python libraries that extend its capabilities. In the case of Folium, it’s a powerful visualization tool because it enables the creation of interactive maps. This category of maps is particularly useful because they are produced by the Leaflet JavaScript library and can be seamlessly integrated into websites. These […]

DevOps vs DevSecOps: What are the differences?

devops vs devsecops

DevOps vs DevSecOps: If DevOps is becoming increasingly common in the vocabulary of companies, the same cannot be said for DevSecOps. DevSecOps represents an evolution of DevOps that places a strong emphasis on security in the design of software or applications. So, what are the differences between the two, and what similarities do they share? […]

A way into Data Science

At DataScientest, one of our most important goals is to give everyone the chance to make it in the data universe. That’s why our professional training courses can be customized to meet the needs of our learners. Every story is written individually and every career is different. It is not uncommon for people to find […]

What is a dataset? How do I work with it?


Datasets (or data sets) are commonly used in machine learning. They consist of a collection of coherent data that can come in various formats (text, numbers, images, videos, etc.). What is a Dataset? Datasets can be represented in different types, including tables, graphs, trees, and more. Algorithms in machine learning often work with structured tables. […]

Adversarial Examples: Definition and importance in machine learning

adversarial examples

Nowadays, we are witnessing a resurgence of interest and progress in new technologies related to artificial intelligence, especially in the use of neural networks. We can observe their power in image classification and object recognition. At first glance, we might think that these neural networks are very powerful and infallible. This article aims to understand […]

Amazon Web Services (AWS): Unveiling the Power of the Amazon Cloud

amazon web services

Amazon Web Services or AWS is Amazon’s Cloud platform. Find out all you need to know: presentation, history, operation, services, benefits, training… Cloud computing is increasingly used in business, particularly for Data Science and Machine Learning. The most widely used Cloud platform is Amazon Web Services. What is AWS – Amazon Web Services? Amazon Web […]

AWS Courses and certifications: How does it work? The complete guide

aws certifications

AWS Courses and certifications: Web architects, developers, system administrators, and many other IT professionals need to master cloud computing and its tools. Among these tools, Amazon Web Services (AWS) stands out. Whether you want to enhance your skills or transition into a new career, AWS certifications are essential. Amazon offers 12 certifications, tailored to your […]