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Python

Python is a programming language that is especially popular in applications based on AI and machine learning. At ASPER BROTHERS we carry out projects in Python, so we are happy to publish articles on this subject.

Piotr Rudzki 10 Jan 2023 7 min to read

U-Net for Image Segmentation – Architecure Implementation & Code Example

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).
Piotr Rudzki 13 Sep 2022 7 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 po [...]
Piotr Rudzki 19 Jan 2023 6 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 [...]
Mariusz Interewicz 13 Sep 2022 10 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 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 [...]
Julia Zywińska 16 Nov 2023 8 min to read

Python, PHP, JavaScript and other creators of web technology. Meet founders and inventors of popular programming languages and frameworks.

It may come as a surprise to many, but at least half of the programming languages were not created in the United States. However, most people involved in the digital landscape, technologists, programmers using these technologies do not know anything about their founders. That’s why, in our latest [...]
Mike Jackowski 12 Sep 2022 6 min to read

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 [...]
Mike Jackowski 12 Sep 2022 4 min to read

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. 
Mike Jackowski 12 Sep 2022 4 min to read

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.
Paul Jackowski 10 Sep 2022 5 min to read

Python Development Company – Outsourcing or Build Own Team?

This is why an increasing number of businesses decide to hire an external software development company to build their products. If you’re on the quest of a Python development company you could work with, keep reading.   And here’s a brief table of contents: How is Python used? Three ben [...]