PyTorch Tutorial for Beginners: Build a Multiple Regression Model from ScratchTowards Data Science Hands-on PyTorch: Building a 3-layer neural network for multiple regression
The post PyTorch Tutorial for Beginners: Build a Multiple Regression Model from Scratch appeared first on Towards Data Science.
Hands-on PyTorch: Building a 3-layer neural network for multiple regression
The post PyTorch Tutorial for Beginners: Build a Multiple Regression Model from Scratch appeared first on Towards Data Science. Read More
How to Write Readable Python Functions Even If You’re a BeginnerKDnuggets Writing readable Python functions doesn’t have to be difficult. This guide shows simple beginner-friendly techniques to make your code clear, consistent, and easy for others to understand.
Writing readable Python functions doesn’t have to be difficult. This guide shows simple beginner-friendly techniques to make your code clear, consistent, and easy for others to understand. Read More
Amazon Bedrock Guardrails expands support for code domainArtificial Intelligence Amazon Bedrock Guardrails now extends its safety controls to protect code generation across twelve programming languages, addressing critical security challenges in AI-assisted software development. In this post, we explore how to configure content filters, prompt attack detection, denied topics, and sensitive information filters to safeguard against threats like prompt injection, data exfiltration, and malicious code generation while maintaining developer productivity .
Amazon Bedrock Guardrails now extends its safety controls to protect code generation across twelve programming languages, addressing critical security challenges in AI-assisted software development. In this post, we explore how to configure content filters, prompt attack detection, denied topics, and sensitive information filters to safeguard against threats like prompt injection, data exfiltration, and malicious code generation while maintaining developer productivity . Read More
Announcing the AWS Well-Architected Responsible AI Lens Artificial Intelligence Today, we’re announcing the AWS Well-Architected Responsible AI Lens—a set of thoughtful questions and corresponding best practices that help builders address responsible AI concerns throughout development and operation.
Today, we’re announcing the AWS Well-Architected Responsible AI Lens—a set of thoughtful questions and corresponding best practices that help builders address responsible AI concerns throughout development and operation. Read More
How Amazon uses AI agents to support compliance screening of billions of transactions per dayArtificial Intelligence Amazon’s AI-powered Amazon Compliance Screening system tackles complex compliance challenges through autonomous agents that analyze, reason through, and resolve cases with precision. This blog post explores how Amazon’s Compliance team built its AI-powered investigation system through a series of AI agents built on AWS.
Amazon’s AI-powered Amazon Compliance Screening system tackles complex compliance challenges through autonomous agents that analyze, reason through, and resolve cases with precision. This blog post explores how Amazon’s Compliance team built its AI-powered investigation system through a series of AI agents built on AWS. Read More
Unlock Business Value: Build a Data & Analytics Strategy That DeliversKDnuggets In today’s data-saturated world, simply being “data-driven” isn’t enough. The most successful organizations are those that translate data, analytics, and AI into measurable business outcomes—creating real value for customers and shareholders alike.
In today’s data-saturated world, simply being “data-driven” isn’t enough. The most successful organizations are those that translate data, analytics, and AI into measurable business outcomes—creating real value for customers and shareholders alike. Read More
How to Perform Agentic Information RetrievalTowards Data Science Learn how to utilize AI agents to find information in your document corpus
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Learn how to utilize AI agents to find information in your document corpus
The post How to Perform Agentic Information Retrieval appeared first on Towards Data Science. Read More
Build an agentic solution with Amazon Nova, Snowflake, and LangGraphArtificial Intelligence In this post, we cover how you can use tools from Snowflake AI Data Cloud and Amazon Web Services (AWS) to build generative AI solutions that organizations can use to make data-driven decisions, increase operational efficiency, and ultimately gain a competitive edge.
In this post, we cover how you can use tools from Snowflake AI Data Cloud and Amazon Web Services (AWS) to build generative AI solutions that organizations can use to make data-driven decisions, increase operational efficiency, and ultimately gain a competitive edge. Read More
Developing Human Sexuality in the Age of AITowards Data Science How we learn is changing with generative AI — what does that mean for sex education, consent, and responsibility?
The post Developing Human Sexuality in the Age of AI appeared first on Towards Data Science.
How we learn is changing with generative AI — what does that mean for sex education, consent, and responsibility?
The post Developing Human Sexuality in the Age of AI appeared first on Towards Data Science. Read More
Using Spectrum fine-tuning to improve FM training efficiency on Amazon SageMaker AIArtificial Intelligence In this post you will learn how to use Spectrum to optimize resource use and shorten training times without sacrificing quality, as well as how to implement Spectrum fine-tuning with Amazon SageMaker AI training jobs. We will also discuss the tradeoff between QLoRA and Spectrum fine-tuning, showing that while QLoRA is more resource efficient, Spectrum results in higher performance overall.
In this post you will learn how to use Spectrum to optimize resource use and shorten training times without sacrificing quality, as well as how to implement Spectrum fine-tuning with Amazon SageMaker AI training jobs. We will also discuss the tradeoff between QLoRA and Spectrum fine-tuning, showing that while QLoRA is more resource efficient, Spectrum results in higher performance overall. Read More
