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How to Develop a Blockchain App
Blockchain has been transforming various industries, enabling companies to significantly enhance security, reduce risks, increase transparency, and automate numerous business processes. In this blog post, we provide a detailed overview of blockchain applications and offer advice on how to start building one. We cover the fundamentals of this technology and some of its most interesting use cases.
Upstream posts
A Complete Guide to AGI
We have already entered the era of AI. The next step would be Artificial General Intelligence (AGI), which does not yet exist and remains a topic of debate within the scientific community. In this article, we will explore the concept of AGI and examine the current technological capabilities for its development.
Best Enterprise Data Storage Solutions for 2024
Enterprise data storage are designed to handle vast amounts of data generated by organizations. Unlike consumer-grade storage, enterprise-level systems support extensive data access, high availability, reliability, and security. These systems are typically used to store operational data, transactional records, and customer information. In this article, you will learn about different types of data storage, how to choose the right solution for your needs, and the top providers in the market.
How Does Character.AI Work?
Today there are hardly any people who haven’t chatted with AI via ChatGPT or tried to generate a hybrid between an intergalactic starship and a burrito using Stable Diffusion. However, this type of communication often doesn't feel natural. Yet, there is a company that has created a platform, Character AI, where you can chat with your favorite characters. Of course, these characters are just imitations of popular cartoon, movies, and book characters, as well as real people.
Top 12 Real-World Business Use Cases for Rust
Rust has seen increasing adoption by both big tech companies and startups in recent years. In this blog post, we will examine 12 prominent business applications of Rust in the real world, from Disney to the Falcon 9 launch. Back in 2020, we wrote about the major market players which used Rust in their projects, including Dropbox, Coursera, Figma, Microsoft, and others. Since then, this programming language has gained more popularity, so it’s time to explore more success stories.
How Does Sora Create Videos?
Sora is a text-to-video free AI tool that allows creators to generate high-quality videos based on a text prompt. The model can be useful in SMM, cinematography, entertainment and anywhere else where quality video content is required. In this article, you will learn what to expect from this new generation AI tool.
Best Tech Conferences and Events 2024. Part 2
In our previous post, we covered the major tech conferences of the first half of 2024. In this post, we have put together the most interesting IT conferences and events happening from July to December this year. For your convenience, we have divided them into several sections, with events appearing in chronological order within each section.
Editor’s pick
Haskell in Production: Textcontent
In our Haskell in Production series, we interview developers and technical leaders from companies that use Haskell for real-world tasks. We cover benefits, downsides, common pitfalls, and tips for building useful Haskell products. Today's guest is Marc Scholten, the Founder and CEO of digitally induced. In this interview, we discuss their product, textcontent.ai. It is a text-generating tool that helps marketers create a distinct style and tone of voice. Marc explained how it differs from other options on the market and how they use Haskell in their product.
Upstream posts
What Is Ensemble Learning?
In machine learning, there are various techniques for building models. One of them is ensemble learning that uses a combination of models to achieve better performance. By aggregating different predictions, ensemble models can demonstrate better results than their alternatives. In this blog post, we will talk about how ensemble learning works, review different types of ensemble learning algorithms, and learn about advantages and disadvantages of ensemble learning for various tasks.
Software Development Project Management
No project can be a success without good management, and software projects are no different. Stats reveal that in the IT realm, only 39% of projects are successful. 43% are challenged, and 18% are failing. This is what happens when you start a project without proper planning and management strategies in place. Today, we are going to run you through what software development project management is, why it is so important, and what the process looks like from the inside.
Article by Vishal Narsale
May 23rd, 2024
11 min read
Graph Neural Networks in Bioinformatics
In this post, we share insights from Serokell AI experts on their investigation into drug-disease interactions. Specifically, they explored whether a drug has a positive, negative, or neutral effect on the treatment of a particular disease. Serokell has collaborated with Neo7Bioscience, a molecular technology company, and Elsevier, an information and analytics firm that facilitates medical and biological research. With the data licensed from Elsevier, our specialists developed ML models that predict interactions between small molecules and diseases.
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A Guide to Kubernetes
Modern cloud native computing heavily relies on the use of containers and the adoption of Kubernetes. Despite being a relatively new technology, it is deployed by many global enterprises to manage business-critical applications in their production environments. The popularity of Kubernetes is driven by a growing range of features, such as enhanced security, better management of microservices, improved observability, and more efficient scaling and resource use.
What Is Semi-Supervised Learning?
In earlier posts on our blog, we discussed various types of machine learning, including supervised and unsupervised learning. Today, we continue the series by exploring one of the most versatile and widely used machine learning techniques—hybrid, or semi-supervised learning. In this article, you will learn about how semi-supervised learning works, what its benefits are, and what algorithms to use.
How AI Is Reshaping Manufacturing
In this article, we've collected information on how AI has transformed manufacturing by automating routine tasks with never-sleeping machines and reducing operational costs. We will share some of the most promising use cases and delve into the opportunities and challenges of implementing AI.
Thanks for visiting the Serokell blog.
Serokell is a multinational team of programmers, joined by love towards functional languages. Science and education are among the core values of Serokell. Our blog is a place for our specialists to talk about things that matter to them. Stay tuned to read more about pioneering research and practical applications of functional programming, mathematics, artificial intelligence, and computer science.