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Tag: Explainability

synthetic data

What is synthetic data? Synthetic data is information that's artificially manufactured rather than generated by real-world events. It's created algorithmically and is used...

Achieve effective business outcomes with no-code machine learning using Amazon SageMaker Canvas

On November 30, 2021, we announced the general availability of Amazon SageMaker Canvas, a visual point-and-click interface that enables business analysts to generate highly...

Access Snowflake data using OAuth-based authentication in Amazon SageMaker Data Wrangler

In this post, we show how to configure a new OAuth-based authentication feature for using Snowflake in Amazon SageMaker Data Wrangler. Snowflake is a...

Is ChatGPT the weight loss wonder drug of AI?

ChatGPT isn’t assisting or enhancing human creativity, it is regurgitating a configuration of the AI data it was trained on, says Scott Zoldi, chief...

MLOps for Natural Language Processing (NLP)

Introduction The artificial intelligence of Natural Language Processing (NLP) is concerned with how computers and people communicate in everyday language. In light of the deployment...

Trust:Live 2023: Evolving digital identity, intelligence and innovation

This week, LexisNexis® Risk Solutions and Finextra Research held Trust:Live 2023, the exclusive in-person event for all fraud and identity decision makers focusing...

What are Explainability AI Techniques? Why do We Need it?

Introduction When we talk about AI quality, what do we mean and understand? AI quality has been the backbone in terms of values for the...

Creating an artificial intelligence 101

How to create an artificial intelligence? The creation of artificial intelligence (AI) has long been a dream of scientists, engineers, and innovators. With advances...

Seven challenges financial institutions must address to harness machine learning’s potential (Anshuman Prasad)

Machine learning (ML), the most prominent arm of artificial intelligence (AI), cuts both ways for the financial services industry, where its applications are getting...

Is the U.S. ready for an AI revolution?

Once seen only in science fiction, the idea of widespread Artificial Intelligence (AI) application is becoming ever more of a reality.  Increasingly, AI and...

Tune ML models for additional objectives like fairness with SageMaker Automatic Model Tuning

Model tuning is the experimental process of finding the optimal parameters and configurations for a machine learning (ML) model that result in the best...

Google unleashes fightback against ChatGPT, a Bard by any other name

On Monday, Google unveiled an AI chatbot, Bard, that will be integrated into its search engine soon in the face of rising competition from...

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