Product Development

It is common to find that software development projects are complex and multidimensional. This makes it essential for software developers to efficiently plan, organize, and monitor projects to complete them on time and within budget.

Image Segmentation is a process of partitioning images into sets of pixels (segments) that correspond to objects on the image. This means, that we're essentially classifying each pixel in the image as either belonging to a specific object or not (of course this object could be just background).

Sentiment analysis is the way of identifying a sentiment of a text. In this case, sentiment is understood very broadly. It could be as simple as whether a text is positive or not, but it could also mean more nuanced emotions or attitudes of the author like anger, anxiety, or excitement. It's even po [...]

Historically, one of the first implementations of the QA system was the program BASEBALL (1961), created at Stanford University. It was able to answer questions about baseball league scores, statistics etc., using a rule-based language model for “decoding”, generation of natural text and [...]

What is Logistic Regression? Logistic Regression is a Machine Learning algorithm used to make predictions to find the value of a dependent variable such as the condition of a tumor (malignant or benign), classification of email (spam or not spam), or admission into a university (admitted or not admi [...]

The brain consists of neurons and weights connecting between them. Machine learning Algorithms follow the same design of brain structure as it has neurons in the so-called layer and weights connecting between them that are updated according to a specific loss function. Different neural networks mimi [...]

What should be your mobile app development plan? Should you have a progressive web app, or should you stick to a native app? Let’s compare PWAs and native apps and see what’s best for your business growth and what your users prefer.

How can custom CRM development help your company? When should you consider custom CRM development services rather than off-the-shelf solutions? Review this comprehensive guide to differentiate between ready-made and custom solutions, and you’ll know how to determine when a dedicated CRM solution i [...]

The UX design is the process design teams use to create products that provide important and consistent experiences to users, and this process involves the following six stages: Understand: Defining first what is the problem. Research: Discovering the users and their needs. Analyze: Gathering all the [...]

In the following article, we will discuss what cross-platform development is, what benefits it brings, and what frameworks you can use for it. Let’s dive in! What is a Cross-Platform App Development? Cross-platform application development is about building a single application that can run on vari [...]

Let us start with a question: Why is Python popular in software development? If you’re wondering why the language tops the technology popularity charts, here are some of the reasons: The scientific community uses it It’s heavily leveraged by Machine Learning/AI teams It’s popular among busines [...]

In the following article, you will find the essential details on SaaS application development, including what is a SaaS model, why you should develop a SaaS application and the benefits and risks that come with it. What is SaaS – definition SaaS, or Software as a Service, is a SOFTWARE […]

A Minimum Viable Product (MVP) is a concept that originated in the startup world and is now used by companies of all shapes and sizes to test out new products. Eric Ries from LeanStartup was among the first few to popularize it to the mainstream. He notes that the goal of MVP app development is to c [...]

The meaning of the design system is: a collection of fundamental elements and reusable UI elements useful for both designers and developers, and controlled with specific guidelines and well maintained during the life of a web product.

I am sure most of you have been on a holiday with a travel agent. What made it good? Some of you will say the hotel, the weather, the views, but to me, it’s always the guide. They make sure everything goes according to plan – guides work hard to ensure you get a great experience. In software dev [...]

If you were to ask a group of IT project managers for their very best piece of advice for those running a software development project, it’s highly likely they’d say: “Make sure you have a risk management plan in place”. And it better be a GREAT one, at that!