Serokell Elixir Blog
Serokell Elixir Blog
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Collection of posts about Elixir programming from the functional development enthusiasts. Also covers topics like metaprogramming in Elixir, introduction to Phoenix framework, and practical examples of Elixir in production.
In machine learning, there are different approaches to building effective learning representations. One of them that appeared first and up to this day continues to be quite a popular way of teaching machines to learn and make predictions, is supervised learning. In this article, you will learn what supervised learning is, how supervised machine learning models are built and how they are used for real-life applications.
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1w ago
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In this piece, we focus on introducing types to lambda calculus. Typed lambda calculus extends the untyped lambda calculus by introducing a type system. It's important to note that, unlike untyped lambda calculus, there are multiple typed lambda calculi, each differentiated by the specific features of the type system used. The exact features of the type system can be chosen with considerable flexibility. In this article, we will explore some of the common choices.
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2w ago
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Artificial Intelligence has become an essential part of various industries, providing companies with data-driven insights and personalized experiences for their customers. AI tools are quickly transforming business approaches and decision-making processes. In this article, we explore the best AI tools for various industries, including marketing, healthcare, finance, and more.
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1M ago
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Cloud technologies let users have access to their data anywhere and from any device and use the capabilities of powerful servers and large storages, and quickly design complex models—all facilitated by the cloud. However, cloud-native software development is more than just storing data or running applications in the cloud. This approach allows programmers to design more flexible and scalable solutions. Moreover, cloud services provide robust backup and disaster recovery solutions. In this..
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Reinforcement learning (RL) is one of the most popular machine learning paradigms. RL is indispensable for teaching machines how to operate in constantly changing environments, such as games, VR, or even the real world. In this article, we will explore the learning processes, key algorithms, and practical applications that make RL a transformative force in in ML.
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1M ago
A Guide to Solana Smart Contracts ..read more
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Solana is quickly becoming one of the most popular blockchain platforms for building decentralized applications thanks to its special features that support the development of custom smart contracts. This network stands out for its impressive speed, efficiency, and ability to scale, making it an attractive choice for businesses. In this blog post, we'll discuss the peculiarities of Solana and its architecture and cover the basics of developing smart contracts on it.
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1M ago
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According to Stack Overflow, Python is the 4th most popular programming language in the world. Moreover, even though it was invented almost 40 years ago, it still grows in popularity every year. One of the reasons is the number of high-quality well-maintained libraries that help developers solve literally almost every problem. In this article, we will explore the best Python libraries across various domains, including data science, web development, and machine learning.
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1M ago
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GitHub Copilot is one of the most popular AI assistants for writing code. Find out how to communicate your intent to GitHub Copilot properly and write code faster, avoiding unnecessary trials and errors. In this blog post, we explain how to make the most out of GitHub Copilot and even how to gain free access.
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1M ago
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Before training a model, you have to preprocess data. This is necessary to transform raw data into clean data suitable for analysis. In this guide, we will cover essential steps to preprocess data using Python. These include splitting the dataset into training and validation sets, handling missing values, managing categorical features, and normalizing the dataset.
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2M ago
How to Preprocess Data in Python ..read more
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In this interview from our Rust in Production series, we speak with Jessica Black, a senior software engineer at FOSSA, a developer-native open source management platform. Jessica has been working at FOSSA for over four years and has been on the Analysis team for the past two years. The Analysis team manages FOSSA CLI and FOSSA Broker, along with services that power more advanced capabilities like snippet scanning and vendored code matching.
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2M ago
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