Artificial Intelligence

Showing 1-9 of 21 results
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Architecting Effective Data Labeling Systems for Machine Learning Pipelines

By Reza Fazeli

Machine learning models are trained on massive datasets in which each data point is labeled to give it context and meaning. This deep dive describes how to build a data labeling architecture from scratch, with a focus on workflow, security, and data quality.

16 minute readContinue Reading
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Advancing AI Image Labeling and Semantic Metadata Collection

By Neven Pičuljan

Image labeling can be a tedious, time-consuming task, 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.

13 minute readContinue Reading
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Ask a Cybersecurity Engineer: Trending Questions About AI in Cybersecurity

By Ilia Tivin

In this ask-me-anything-style Q&A, leading Toptal cybersecurity expert Ilia Tivin responds to colleagues’ questions on AI in cybersecurity and provides data and network protection tips and best practices.

5 minute readContinue Reading
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5 Pillars of Responsible Generative AI: A Code of Ethics for the Future

By Madelyn Douglas

Generative AI advances raise new questions around data ownership, content integrity, algorithmic bias, and more. Here, three experts at the forefront of NLP present recommendations for developing ethical generative AI solutions.

12 minute readContinue Reading
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Ask an AI Engineer: Trending Questions About Artificial Intelligence

By Joao Diogo de Oliveira

In this ask-me-anything-style Q&A, leading Toptal AI developer Joao Diogo de Oliveira fields questions from fellow engineers about resources for pivoting to ML, approaches to large language models, and the most critical future applications of AI.

6 minute readContinue Reading
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Advantages of AI: Using GPT and Diffusion Models for Image Generation

By Juan Manuel Ortiz de Zarate

Generative AI is taking the world by storm, with potentially profound impacts on the content we create. Learn the basics of AI image generation and produce sophisticated artistic renderings with this tutorial.

7 minute readContinue Reading
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Ask an NLP Engineer: From GPT Models to the Ethics of AI

By Daniel Pérez Rubio

Want to expand your skills amid the current surge of revolutionary language models like GPT-4? In this ask-me-anything-style tutorial, Toptal data scientist and AI engineer Daniel Pérez Rubio fields questions from fellow programmers on a wide range of machine learning, natural language processing, and artificial intelligence topics.

10 minute readContinue Reading
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Unity AI Development: An xNode-based Graphical FSM Tutorial

By Garegin Tadevosyan

Take your Unity AI game to the next level with xNode. In this tutorial, we boost our FSM-based AI with a graphical user interface, delivering an enhanced development environment.

13 minute readContinue Reading
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Unity AI Development: A Finite-state Machine Tutorial

By Garegin Tadevosyan

Ever wonder how game developers deliver entertaining interplay with the non-player characters they create? Learn how to develop them yourself in our finite-state machine tutorial.

12 minute readContinue Reading

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