This blog offers an introduction to vector search and some of the technology behind it such as vector embeddings and neural networks.
Common Attack Vector Examples 1. Compromised Credentials Usernames and passwords are still the most common type of access credential and continue to be exposed in data leaks, phishing scams, and malware. When lost, stolen, or exposed, credentials give attackers unfettered access. This is why ...
Learn what a vector database is, how it works, and why MongoDB Atlas Vector Search plays a significant role in the generative AI discussion.
Microsoft ended development and marketing of VFP in 2007 and ended support a few years later. The support packs for the last two versions of VFP can still be downloaded from Microsoft's site. Although VFP is largely obsolete now, some organizations continue to use it to build database-driven...
Whether conducted over email, social media, SMS, or another vector, all phishing attacks follow the same basic principles. Phishing attacks can take place on any electronic device. As for what phishing can do, that’s defined by the imagination and skill of the phisher. The ubiquity of ...
What is customer experience (CX)? Customer experience (CX) refers to how a business engages with its customers at every point of their buying journey—from marketing to sales to customer service and everywhere in between. In large part, it’s the sum total of all interactions a customer has...
Important support vector machine vocabulary C parameter A C parameter is a primary regularization parameter in SVMs. It controls the tradeoff between maximizing the margin and minimizing the misclassification of training data. A smaller C enables more misclassification, while a larger C imposes a strict...
yes, linear algebra plays a fundamental role in machine learning. it provides the mathematical foundation for many concepts and algorithms used in the field. linear transformations, vector spaces, matrices, and eigenvalues are examples of linear algebra concepts that find applications in areas such as...
addresses in packets, allowing multiple devices within a private network to share a single public ip. nat enhances security and conserves ip addresses, influencing how data is routed between private and public networks. how do link-state and distance vector routing protocols differ? link-state ...
A support vector machine is a supervised machine learning algorithm that finds an optimal hyperplane that separates data of different classes. Get code examples.