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 [...]
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, [...]
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 [...]
Software Product Development – Strategy and Processes for a Successful Service
The software product development industry is growing year over year. In fact, according to a report published by Gartner in late-2020, the custom software development scene has reached a whopping $70 billion valuation and is growing at a pace of 5% each year. However, in order to reap the full benef [...]
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.
Career Change to Software Engineer. From non-tech to Developer
As you probably already know, I’m not really into theorizing – I prefer real-life examples instead of dry facts. In March, we hired a Front-End Developer. His story is so interesting, that I asked him if it’s OK to share it here. From creating the videos to creating code […]
Subject Matter Experts (SME) in Software Development – Roles and Responsibilities
By reading this article, you’ll find out: Who’s a Subject Matter Expert Required skills & responsibilities set When to hire an SME Where to find a perfect candidate How to make sure if you’re hiring an expert or a scammer Who’s a Subject Matter Expert? A Subject Matter Expert [&he [...]
Single Page Application (SPA) vs Multi Page Application (MPA) – Two Development Approaches
The market for cloud-based applications is flourishing! According to Statista, it will reach $101.3 billion by 2022. If you’re considering developing an app, then you couldn’t have chosen a better moment for it. However, before investing your brainpower (and money) into it, you should decide whi [...]
Daily Scrum Meeting in Agile – Best Practices
The heart of every agile process is teamwork. Ultimately, the agile manifesto itself favours individuals and interactions over processes and tools – and the Daily Scrum is one of the most renowned parts of this framework. However, it's not uncommon lately to hear that this meeting practice is a bi [...]
Data Migration Strategy – Best Practices & Planning
It’s highly probable that at some point your business will have to go through a data migration process. Data migration involves moving current data from one storage system or computer to another.
No-Code App Development – What are Zero Code Platforms?
Even the greatest ideas are worth testing before introducing them to the market. Product development is demanding both time and money-wise. The best way of assessing if it’s worth investing in your product idea is through prototyping.
What is Regression Testing – Software Testing Best Practices
Have you ever wondered how developers make sure that updates added to software don’t disrupt its functioning? Is it a complicated process, given all the complexities and interdependencies of data?
Django vs Flask – Python Frameworks Comparison
Did you know that Python currently ranks as the most popular coding language in the world?
That’s right – according to the interactive Top Programming Languages ranking run by IEEE Spectrum, Python has now outpaced Java and taken first place.
Why is Python so popular in machine learning and AI?
Could you imagine a world with self-driving cars or phones that can tell you out loud what the weather will be like tomorrow? Where software applications learn by themselves without being programmed by a human? Oh, wait, this is already happening – all thanks to machine learning.