authors are vetted experts in their fields and write on topics in which they have demonstrated experience. All of our content is peer reviewed and validated by Toptal experts in the same field.

Using an LLM API As an Intelligent Virtual Assistant for Python Development

With proper instruction, LLMs can be highly effective coding assistants. This step-by-step guide shows you how to generate a call to an external API using Python and the OpenAI API.

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Tarek Mohamed Mehrez

Tarek Mohamed Mehrez

Tarek is a software and data engineer specializing in 机器学习, 软件架构, DevOps, 以及后端开发. 他曾担任Thndr的首席技术官, 这家公司得到了Y Combinator的支持, and has published several research papers on 机器学习. Tarek has a master’s degree in computational linguistics from the University of Stuttgart.

Ask a Security Engineer: From DevSecOps to Cloud Security

Security engineering is a fast-moving field, and getting left behind is not an option. 这是问我任何问题的Q&A covers compliance frameworks, security checks, and the importance of a DevSecOps approach.

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Gokay油漆şen

Gokay油漆şen

Gökay是一名安全开发人员和顾问. He built Turkey’s first DevSecOps CI/CD pipeline, and designed and constructed a world-class cybersecurity infrastructure to safeguard $8 billion in annual local payment transactions while serving as Information Security Vice President at Interbank. 他是Prime Threat的创始人兼首席执行官, a security consultancy that helps businesses navigate GDPR compliance and risk management.

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Advancing AI Image Labeling and Semantic Metadata Collection

图像标记可能是一件乏味的事情, 非常耗时的任务, compounded by the sheer volume of data needed to train deep neural networks. This article breaks down large data set processing and explains how a new SaaS product can help automate image labeling.

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乃文πčuljan

乃文πčuljan

Neven is an artificial intelligence engineer with extensive experience in 机器学习, 计算机视觉, 算法, 以及一系列人工智能相关技术. 在创立AI R之前&D咨询公司, Neven helped create and train cutting-edge 计算机视觉 models used by healthcare, 电子商务, 房地产, and financial services companies across the globe.

Apache Spark Optimization Techniques for High-performance Data Processing

Apache Spark is an analytics engine that can handle very large data sets. This guide reveals strategies to optimize its performance using PySpark.

11分钟阅读继续阅读
Necati Demir博士

Necati Demir博士

Necati is a software engineer specializing in data science, 机器学习, 后端开发, 和DevOps. He is an AWS Certified Solutions Architect and AWS Certified Machine Learning Specialist with a doctorate in computer engineering. Necati serves as Chief AI Officer and CTO of Datagran, a 机器学习 automation company that he co-founded.

WordPress-powered Angular: JWT Authentication Using GraphQL

Setting up authentication in an app with a disparate front end and back end is tricky. This tutorial proposes an innovative solution using JWT and GraphQL.

15分钟阅读继续阅读
萨贾德·侯赛因·萨格尔

萨贾德·侯赛因·萨格尔

Sajjad is a WordPress developer who specializes in developing themes, 插件, 和WooCommerce插件. He has led high-budget projects for companies around the world and set up the back end for a WordPress website with more than 200,000 active users and millions of YouTube subscribers. He is also a core contributor to the WordPress 社区.

下一个.js Rendering Techniques: How to Optimize Page Speed

下一个.js is best known for server-side rendering, but these innovative strategies can help developers configure web apps for more speed, 降低服务器负载, 改善搜索引擎优化, 还有更多.

14分钟阅读继续阅读
Subhakar Tikkireddy

Subhakar Tikkireddy

Subhakar is a front-end developer with extensive experience using React, 下一个.js和TypeScript. He specializes in creating MVPs for startups and has worked on projects ranging from cross-platform progressive web and React Native apps to AI-powered browser extensions and a crypto web app used by more than 10,000年投资者.

在这个问我任何问题的Q中&A, leading Toptal cybersecurity expert 髂骨Tivin responds to colleagues’ questions on AI in cybersecurity and provides data and network protection tips and best practices.

5分钟阅读继续阅读
髂骨Tivin

髂骨Tivin

Ilia is a cybersecurity professional and developer with wide-ranging experience in the government, 国防, 制造业, 金融部门. A former cloud security architect at Hewlett Packard Enterprise, he now advises executive clients on planning, 优先级, and executing strategic security initiatives.

Toptal 工程 专家

加布里埃尔Courtemanche

Gabriel is a highly efficient and reliable professional who possesses a broad skill set for web application development. He's been working on a range of products and clients—from working on scalability problems in production engineering teams at Shopify and Autodesk to launching new applications for startups. Most of his work consists of leading technical teams, by creating an easy development environment, 解决技术债务, 提供最佳实践代码示例, 指导开发者.
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