17 Nov 2021 14 min to read

Image Segmentation Based on U-Net Architecture. Implementation & Code Example for Buildings Recognition

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).

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15 Nov 2021 14 min to read

Mobile App Monetization Strategies – Which Model to Choose to Make a Profit?

There are many different app monetization strategies that you can use to generate revenue. In this article, we’ll take a look at some of the most successful monetization strategies and how to implement them.

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8 Nov 2021 14 min to read

Staff Augmentation – Best Practices for a Client to Optimize Inquiries & Management

In this article, you will find about the staff augmentation model and how it can be helpful for your business. Also, you can learn about how it will help you focus on your main business and decrease the workload of the existing team.

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2 Nov 2021 13 min to read

Sentiment Analysis in Python – Example with Code based on Hotel Review Dataset

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 possible to train your computer to detect sarcasm.

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13 Oct 2021 11 min to read

Question Answering (QA) System in Python – Introduction to NLP & a Practical Code Example

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 access to a baseball relational database for […]

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6 Sep 2021 14 min to read

Offshore Software Development – Best Practices for Working with an External Company

In this post, we’ll take a close look at what to consider when companies look for an offshore software development company. But before proceeding, let’s clarify what offshore software development is.   Offshore Software Development In essence, offshore software development is a practice of delegating software development tasks or some […]

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2 Sep 2021 15 min to read

Software Development Roadmap – Why your Digital Product Needs a Good Plan?

This article focuses on explaining what a Software Development Roadmap is, its advantages, the high-level process of building one, and valuable tools that exist to aid in creating software development roadmaps.   What is a Software Development Roadmap? A roadmap is a high-level overview of a company’s vision and goals […]

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27 Aug 2021 17 min to read

Software Development Agency – When to Hire and How to Choose the Best Company to Cooperate?

In this post, we want to focus on the process of hiring a software development agency. When is it better to outsource instead of setting up in-house teams? How can you find the right software company for your project, and how do you verify their expertise, authenticity, and credibility? The […]

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25 Aug 2021 19 min to read

Logistic Regression in Python – Theory and Code Example with Explanation

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 admitted) by […]

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30 Jul 2021 14 min to read

Image Recognition in Python based on Machine Learning – Example & Explanation for Image Classification Model

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 mimic different brain functionalities.

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29 Jul 2021 16 min to read

PWA vs Native App – Differences and Similarities for Business, Performance and User Experience

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.

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26 Jul 2021 19 min to read

Server-Side Rendering in React using Next.js – How it Works & Implementation Example

This gave rise to the client-side rendering process where the browser renders the HTML page by modifying DOM (Document Object Model). For any interactivity, the browser does not need to contact the server since all the code is run on the client-side. With JavaScript libraries like React becoming popular, client-side […]

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7 Jul 2021 15 min to read

Proof of Concept (PoC) in Software Development

What is the Proof of Concept in Software Development? Let’s start from scratch; that is from the definition. Merriam-Webster dictionary defines PoC as follows: something that demonstrates the feasibility of a concept (such as a product idea or a business plan) In fact, in software development, PoC’s job is to […]

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22 Jun 2021 13 min to read

Custom CRM Development – When is a Customized Solution Better?

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 is the best bet for your company. The […]

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18 Jun 2021 34 min to read

Technical SEO Audit – Checklist, Tools & Best Practices

There are millions of websites in the world today, and each one of these sites is competing for the top spot in SERPs. After all, the top spot translates to better visibility and lots of eyeballs. If everything is done right, you can convert these eyeballs to loyal paying customers. […]

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7 Jun 2021 13 min to read

Digital Transformation Services – Strategy & Framework for Company Transition

What is Digital Transformation? The term digital transformation often gets associated with buzzwords like AI, blockchain, cloud, and automatization. But what is it? Do you need it? And if so, what will be the benefits of implementing it in your organization. Digital transformation means something different for every organization. That’s […]

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