Artificial Intelligence
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Where AI has made real progress
Better data infrastructure has provided a big boost to AI’s growth, but some things still require a human.
Review: Google Cloud Vertex AI irons out ML platform wrinkles
Vertex AI greatly improves the integration of Google Cloud’s AI/ML platform and AutoML services, combining a new unified API with very good modeling capabilities.
What is vector search? Better search through AI
Vector similarity search uses machine learning to translate the similarity of text, images, or audio into a vector space, making search faster, more accurate, and more scalable.
Don’t rush to machine learning
A simpler approach—good data, SQL queries, if/then statements—often gets the job done.
Machine learning is moving beyond the hype
Today, companies across every industry are deploying millions of machine learning models across multiple lines of business. Soon every enterprise will take part.
Mendix low-code PaaS adds Industry Clouds for key business sectors
At its Mendix World event, the low-code vendor announced ways for ISVs and partners to sell on its marketplace, as well as new AI, automation and Data Hub capabilities.
JetBrains previews data science IDE
DataSpell offers data analysis and machine learning model prototyping.
How low-code platforms enable machine learning
Multiple options make machine learning available to professional data scientists, citizen data analysts, and software developers.
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Making the case for the intelligent edge
Let’s look at reasons to push core AI processes out of the centralized public cloud to the edge.
What is AI bias mitigation, and how can it improve AI fairness?
Algorithmic biases that lead to unfair or arbitrary outcomes take many forms. But we also have many strategies and techniques to combat them.
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When RPA meets data science
Data science can make robotic process automation more intelligent. Robotic process automation make it easier to deploy data science models in production.
OpenAI offers API for GitHub Copilot AI model
Available through the OpenAI API in a private beta, Codex can translate natural language into code in upwards of a dozen programming language.
Oracle accelerates MySQL HeatWave queries with machine learning
MySQL Autopilot uses advanced machine learning techniques to accelerate HeatWave query performance and scalability in Oracle Cloud’s MySQL Database Service.
Data science needs drudges
Quality data science outputs depend on quality inputs. Data cleansing and preparing may not be exciting work, but it’s critical.
3 ways AI improves CRM
AI has the power to liberate organizations from CRM-related manual processes and improve customer engagement, sales insights, and social networking, for starters.
GitHub Copilot is ‘unacceptable and unjust,’ says Free Software Foundation
The non-profit defender of software freedom has raised questions about the fairness, legitimacy, and legality of GitHub’s AI-driven coding assistant.
OpenAI debuts Python-based Triton for GPU-powered machine learning
Triton uses Python’s syntax to compile to GPU-native code, without the complexities of GPU programming.
Design for responsible AI with Microsoft’s HAX
Microsoft Research’s Human-AI eXperience toolkit makes us think about how we use AI in our code.
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