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Thumbnail of an article about Data Science vs. Data Analytics — main differences overview
DATA

Data Science vs. Data Analytics — main differences overview

We live in a world where data is ubiquitous. Websites track all their users’ every click. Your phone carries a map of where you are and where you’ve been. Smart homes record information about their occupants and sales sites collect data about your buying habits. More and more people want to look for usable information in the data, to draw practical conclusions. This interest in data has developed rapidly and widely with the consequence that companies are looking for professionals with data-driven skills to deal with specific data problems.
Thumbnail of an article about What is microservices architecture — types, tools, pros and cons
SOFTWARE DEVELOPMENT

What is microservices architecture — types, tools, pros and cons

If you try to imagine an employee of a large organization who is supposed to run an entire business process on their own, from start to finish, and describe that hypothetical worker to anyone, it will definitely raise a few eyebrows. Indeed, it is strange to think that just one person should be in charge of, let’s say, purchases, accounting and maintenance at the same time. However, until recently, it was perfectly normal to expect the same from an app. Monolithic architecture used to be the main approach to building an application, and a lot of apps are still built as a single service.
Thumbnail of an article about What is Policy Based Routing (PBR)?
NETWORKS

What is Policy Based Routing (PBR)?

Nowadays, network traffic nature becomes very complicated in terms of the mixture of applications and their connectivity requirements. Achieving these requirements by means of traditional routing mechanisms may become cumbersome or even impossible and requires special dedicated solutions. Additionally, organizations need to focus on operational costs more strictly than in the past. One good direction to achieve this goal is the optimization of resource usage within different domains. Networking is one such domain, where the objective is to rationally maximize the usage of existing infrastructure rather than making an investment in increasing its capacity.
Thumbnail of an article about VLAN vs. VXLAN — what’s the difference and is one better than the other?
NETWORKS

VLAN vs. VXLAN — what’s the difference and is one better than the other?

VM, VDI, VIM, NFVI, VLAN, VXLAN, VNF - the famous ‘V’ that dominates today’s IT world stands, of course, for ‘Virtual’. Every day we use virtualized servers, storage, desktop or networks without even realizing it. The convenience, cost-saving, enhanced features and security are just some of the reasons why we start using virtualization and often never look back. The same is true for computer networking, where a single physical network can host multiple separated, logical (virtual) networks that may have different topologies and feature sets or even carry traffic of different customers without interfering with each other.
Thumbnail of an article about Everything you should know about Requirements Engineering
SOFTWARE DEVELOPMENT

Everything you should know about Requirements Engineering

According to Harvard Business Review, more than half of projects fail due to poor management. One of the biggest reasons for project failure is poorly handled requirements, which can derail a project at any point. To mitigate the project failure risk, you need to define the client’s needs and have a proper process that will transform those needs into actionable requirements. In this article, we will tell you more about requirements engineering and its process. As process management seems to be one of the most important aspects of software development, we will also cover some crucial mistakes to avoid.
Thumbnail of an article about Sentiment Analysis. What is it and how to use it?
DATA

Sentiment Analysis. What is it and how to use it?

During face-to-face conversations or by reading text - we, people, can determine a speaker's intention or mood, whether they feel happy about something or not. We can also identify the polarity of the context - is the expression positive or negative or maybe even neutral? It is relatively easy for most people, but do computers understand emotions? Is it important for machines to understand humans’ intentions? With the technological progression and advancement of machine learning techniques - our machines are getting closer and closer to answering these questions.
Thumbnail of an article about HTTP/3 Protocol — Performance and Security Implications
NETWORKS

HTTP/3 Protocol — Performance and Security Implications

Web browsers use various protocols to deliver to users what they need. The best-known internet protocol is called HTTP. And just like any other technology, it is not immune to change. Read the article to learn about the HTTP protocol's history and compare its newest versions. The Hypertext Transfer Protocol (HTTP) is the foundation of the World Wide Web and is used to load web pages using hypertext links. HTTP is an application-layer protocol designed to transfer information between devices and runs on top of other layers of the network protocol stack.
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