Product Development
Venture into our Product Development category, focusing on the journey from innovative concept to MVP creation. Learn about design methodologies, prototyping, and fine-tuning your product to fit the market, providing tech entrepreneurs with a roadmap for developing successful tech products.
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 po [...]
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 [...]
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 admi [...]
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 mimi [...]
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.
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 pop [...]
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 i [...]
UX Deliverables – How User Experience Analysis Support the Software Development Process
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 [...]
Cross-Platform App Development – Explore Frameworks, Technology and Business Benefits
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 [...]
Python Web App Development – Where Applications Based on Python Work Best?
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 [...]
SaaS Application Development – Provide service, not just a product
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 […]
Design System in Figma – How to Build Graphic Projects with a Structure
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.
Software Product Manager Responsibilities in Software Management Cycle
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 [...]
Risk Management in Software Engineering – Development Project Prepared For Every Threat
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!
Product Page Design – Best Practices and Examples to Boost Conversion Rates
When your customers land on your product page, it’s only half the success. Now you need to make sure that the product page design is optimized to sell the featured product. Many factors influence conversion rates on product pages—in this article, we’ll list out best practices that boost conver [...]
Laravel Security Best Practices – Features to Secure PHP Apps
If you’re reading this post, then you’ve likely heard that Laravel is the recommended PHP framework for robust application security. You might wonder, however, what exactly makes Laravel the preferred choice and how far its security options extend.