Self-supervised learning (SSL) is often called ‘the future of artificial intelligence’. Google and Facebook use this machine learning technique to come up with new benchmarks in the areas of natural language processing and computer vision.
But what makes self-supervised learning special? Read this post to find out how self-supervised learning…
The world today is heavily dependent on data. The amount of data that we produce grows exponentially every year. At least 2.5 quintillion bytes of data.) are produced every day ― in case you didn’t know, that’s a number followed by 18 zeros! …
Polynomial regression is one of the machine learning algorithms used for making predictions. For example, polynomial regression is widely applied to predict the spread rate of COVID-19 and other infectious diseases.
If you would like to learn more about what polynomial regression analysis is, continue reading.
Artificial intelligence and machine learning today allow us to reduce the time demanded for solving a certain problem from months and years to minutes. For example, it took your grandma years of practice to learn the right temperature for growing her zucchinis. If she had AI, she would do it…
Convolutional neural networks are very important in machine learning. If you want to do computer vision or image recognition tasks, you simply can’t go without them. But it can be hard to understand how they work.
In this post, we will talk about the mechanisms behind convolutional neural networks, their…
Artificial intelligence ethics is something everyone’s talking about now. Self-driving cars, face recognition and critical assessment systems are all cutting-edge solutions that raise a lot of ethical considerations. …
Artificial intelligence promises great benefits to enterprises. According to research by Markets and Markets, AI will grow to a $190 billion industry by 2025. Gartner reports that AI use for enterprise applications has grown by 270% in only four years.
Early detection of diseases associated with genetic disorders is one of the biggest concerns for modern medicine. Recent research states that people diagnosed with lung cancer at an early stage have a 57% chance to survive the next 5 years compared to the 3% survival rate of patients with diagnosed…
Usually, we think of a program as something that manipulates data to achieve some result.
But what is data?
Can we use the programs themselves as data? 🤔
In today’s article, we’ll go down the rabbit hole with the assistance of Elixir, a programming language that is permeated by metaprogramming.
…
In 2021, the focus on digitalization is as strong as ever before. Machine learning and AI have helped IT leaders and global enterprises come out of the global pandemic with minimal loss. And the demand for professionals that know how to apply data science and ML techniques continues to grow.
…
Serokell is a software development company focused on building innovative solutions for complex problems. Come visit us at serokell.io!
