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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.
17 Nov 2021
14 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).
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 po [...]
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 [...]
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 admi [...]
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 mimi [...]
13 May 2021
16 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 [...]
8 Dec 2020
13 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 [...]
16 Oct 2019
8 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.
14 Oct 2019
9 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.
21 Aug 2019
9 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 [...]