ROC AUC curve: essential metrics for Machine Learning models
The ROC (Receiver Operating Characteristic) curve and its associated metric AUC (Area Under the Curve) are essential tools for assessing classification models in machine learning. These metrics offer crucial insights into a model’s capability to differentiate between classes, particularly in binary classification scenarios. The Fundamentals of ROC AUC The ROC curve essentially serves as a […]
TensorFlow Extended (TFX): What is it? How to use it?
TensorFlow Extended (TFX) is a robust platform developed by Google, designed to standardize and optimize the entire lifecycle of machine learning (ML) models. With its numerous components and advanced integrations, TFX enables businesses to build automated and scalable pipelines, ensuring quality and traceability of processes. In this article, we delve deeply into the features of […]
Fileless Malware: How can you protect yourself?
In today’s digital landscape, cyber threats are evolving along an increasingly complex and insidious path. Fileless malware stands at the forefront of technological sophistication, representing a type of cyberattack that challenges traditional cybersecurity paradigms. These malicious programs starkly contrast with traditional viruses and malware due to their ability to operate without leaving any physical traces […]
An Introduction to Golang development
Golang, often simply referred to as Go, is an open-source programming language developed by Google and released in 2009. Crafted by Robert Griesemer, Rob Pike, and Ken Thompson, this language is designed to provide a fast, efficient, and easily maintainable solution for modern software development, particularly in the realms of distributed systems, cloud, and back-end […]
What is Backend Go?
Go (or Golang) is a language developed by Google that has become an excellent choice for backend developers. This is due to Go’s strong ability to handle complex systems along with its great efficiency in terms of productivity. Concurrency Management Backend development often requires handling numerous connections and processes simultaneously. Go offers outstanding support for […]
Bagging vs Boosting: What is the Difference?
When the performance of a single model falters in delivering accurate predictions, ensemble learning techniques often emerge as the preferred solution. The most renowned methods, Bagging (Bootstrap Aggregating) and Boosting, aim to enhance the accuracy of predictions in machine learning by amalgamating the outcomes from individual models to derive more robust and precise final predictions. […]
Zero Trust Architecture: Security Without Implicit Trust
Amid escalating sophistication of cyber threats, Zero Trust architecture presents itself as an innovative security model. Initially conceptualized by Stephen Paul Marsh in his doctoral thesis in 1994 and later popularized by John Kindervag of Forrester Research in 2010, this concept is revolutionizing the way we approach information security. Google was among the first tech […]
All about RoPo (Research Online, Purchase OffLine)
The RoPo phenomenon (which stands for Research Online Purchase Offline) refers to the behaviour of consumers who seek information about products via online channels before finalising their purchase in a physical outlet. Let’s take a closer look in this article. What is the reality of RoPo behaviour? According to a recent study conducted by PwC, […]
Solidity: the Ethereum programming language
Solidity is a programming language specifically designed for the Ethereum blockchain. Discover its features, how it functions, its impact on the future of decentralized applications, and its significance in the global blockchain ecosystem! In recent years, blockchain technology has profoundly transformed our approach to transaction and data management. With the rise of decentralized applications (dApps) […]
SAGE CRM: simplified customer relationship management
3 out of 4 SMEs have not yet adopted CRM (customer relationship management) software. However, these customer relationship management software solutions offer numerous advantages. Increased productivity, personalization of the customer relationship, simplified data access, customer loyalty, increased sales… So many benefits to be gained from solutions like SAGE CRM. Let’s explore in detail all these […]
REST API with the GO language: Everything you need to know
There are numerous programming languages available for building APIs, with Go (often referred to as Golang) gaining popularity for its simplicity and performance. To recap, a REST API (which stands for Representational State Transfer Application Programming Interface) is an interface that enables two applications to communicate with each other via standard HTTP requests. It adheres […]
What is SAGE Payroll?
Affecting the financial health of companies, employee motivation, and adherence to legal obligations, payroll management encompasses numerous challenges. This underscores the importance of rigorous monitoring, notably through the use of payroll software like SAGE Payroll. Discover all its features and benefits. What is SAGE Payroll? Sage Payroll streamlines salary management. How does it achieve this? […]
