AWS Machine Learning Blog

JANUARY 30, 2025

Similarly, when the persona Software Development Engineer was assigned, the model relayed subject matter expertise on the proposed use of AWS technology. Ben West is a hands-on builder with experience in machine learning, big data analytics, and full-stack software development.

Prompt Engineering 83

Prompt Engineering Prompt Engineer Generative AI Software Development 83

AWS Machine Learning Blog

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. This logic sits in a hybrid search component.

Generative AI 106

Generative AI AI AI Machine Learning 106

AWS Machine Learning Blog

FEBRUARY 20, 2025

Through advanced analytics, software, research, and industry expertise across more than 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The company is committed to ethical and responsible AI development with human oversight and transparency.

Generative AI 104

Generative AI LLM Auto-classification Categorization 104

ODSC - Open Data Science

MARCH 25, 2025

Chatbots, virtual assistants, and AI-powered customer service tools such as ChatGPT, Claude, and Google Gemini are now mainstream. They assist with research, automate responses, and enhance customer engagement. AI-assisted coding tools (52%) are widely used for software development, debugging, and automation.

Software Development 52

Software Development Conversational AI Automation Data Science Engineer 52

AWS Machine Learning Blog

NOVEMBER 19, 2024

As you browse the re:Invent catalog , select your learning topic and use the “Generative AI” area of interest tag to find the sessions most relevant to you. Fourth, we’ll address responsible AI, so you can build generative AI applications with responsible and transparent practices.

ML 88

ML Generative AI AI AI 88

Marktechpost

JUNE 19, 2024

Introduction to Generative AI Learning Path Specialization This course offers a comprehensive introduction to generative AI, covering large language models (LLMs), their applications, and ethical considerations. The learning path comprises three courses: Generative AI, Large Language Models, and Responsible AI.

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Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 124

AWS Machine Learning Blog

MARCH 14, 2025

Implement safeguards by filtering harmful multimodal content based on your responsible AI policies for your application by associating Amazon Bedrock Guardrails with your agent. Raj specializes in Machine Learning with applications in Generative AI, Natural Language Processing, Intelligent Document Processing, and MLOps.

Automation 126

Automation Software Engineer Generative AI Machine Learning 126

Marktechpost

JULY 25, 2023

This has been a fascinating research problem for the AI community for several years, and the researchers at the University of Surrey have come up with something groundbreaking. Their efforts will accelerate the pace of research into creating trustworthy and responsible AI systems. Check out the Paper and Reference.

Software Development 52

Software Development Artificial Intelligence Artificial Intelligence AI 52

NVIDIA

OCTOBER 2, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for GeForce RTX PC and NVIDIA RTX workstation users. Local vs. Cloud Brave’s Leo AI can run in the cloud or locally on a PC through Ollama.

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Responsible AI Large Language Models AI AI 130

Unite.AI

NOVEMBER 21, 2023

Image: O'Reilly Emerging Trends in AI Use The O'Reilly report sheds light on how enterprises are currently leveraging generative AI, revealing key trends in its application. A substantial majority, 77%, are using AI for programming tasks, indicating a significant shift towards automation in software development.

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Generative AI Data Analysis Automation AI 227

AWS Machine Learning Blog

MARCH 21, 2025

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. It offers a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI practices.

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Metadata Convolutional Neural Networks Generative AI Data Scientist 110

NVIDIA

DECEMBER 26, 2023

The MIT professor and edtech pioneer also highlighted the implementation of AI-powered features in the edX platform, including a ChatGPT plug-in. AI Gets Coding The AI Podcast · Codeium’s Varun Mohan and Jeff Wang on Unleashing the Power of AI in Software Development – Ep.

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Software Development Responsible AI Large Language Models Generative AI 87

IBM Journey to AI blog

DECEMBER 14, 2023

IBM introduced watsonx as the AI and data platform built for business. And just this month, IBM and Meta, together with over 50 founding members and collaborators, launched the AI Alliance. Its goal is to advance open, safe and responsible AI. Quite fascinating.

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Automation Large Language Models Software Development Data Platform 210

AWS Machine Learning Blog

FEBRUARY 21, 2025

Previously, he was a Data & Machine Learning Engineer at AWS, where he worked closely with customers to develop enterprise-scale data infrastructure, including data lakes, analytics dashboards, and ETL pipelines. He specializes in building scalable machine learning infrastructure, distributed systems, and containerization technologies.

LLM 111

LLM Large Language Models Natural Language Processing Machine Learning 111

Marktechpost

JULY 8, 2024

The ability to automate and assist in coding has the potential to transform software development, making it faster and more efficient. The framework’s impressive performance across multiple benchmarks and programming languages highlights its potential to set new standards for responsible AI in coding.

Software Development 117

Software Development Responsible AI AI AI 117

Marktechpost

NOVEMBER 3, 2023

In today’s fast-paced world of software development, one of the key challenges enterprises face is the need to code quickly and accurately. Developers often grapple with complex coding tasks, and finding practical solutions can be a time-consuming process. for AI model development, watsonx.

Automation 109

Automation Software Development AI AI 109

NVIDIA

JANUARY 6, 2025

Waabi, a company pioneering generative AI for the physical world, starting with autonomous vehicles, is evaluating the use of Cosmos for the search and curation of video data for AV software development and simulation.

AI Development 141

AI Development AI Developer Robotics Neural Network 141

Unite.AI

MAY 6, 2024

The bulk of Persistent Systems business comes from building software for enterprises, how has the advent of generative AI transformed how your team operates? The advent of generative AI (GenAI) has transformed how our team operates at Persistent, particularly in enterprise software development.

Automation 147

Automation Software Engineer Generative AI Software Development 147

AWS Machine Learning Blog

NOVEMBER 14, 2024

Use case and model governance plays a crucial role in implementing responsible AI and helps with the reliability, fairness, compliance, and risk management of ML models across use cases in the organization. It also helps achieve data, project, and team isolation while supporting software development lifecycle best practices.

ML 89

ML Machine Learning Auto-complete Auto-classification 89

AWS Machine Learning Blog

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. The data community aims to adopt the rigorous engineering principles commonly used in software development into their own practices, which includes systematic approaches to design, development, testing, and maintenance.

DevOps 107

DevOps Generative AI Automation Software Development 107

AWS Machine Learning Blog

MAY 21, 2024

This blog post outlines various use cases where we’re using generative AI to address digital publishing challenges. Integration with AWS services : Amazon Bedrock is tightly integrated with AWS services such as AWS Identity and Access Management (IAM) and the AWS Software Development Kit (AWS SDK).

Generative AI 126

Generative AI Prompt Engineering Prompt Engineer Automation 126

ODSC - Open Data Science

APRIL 17, 2023

This shift in thinking has led us to DevSecOps , a novel methodology that integrates security into the software development/ MLOps process. A new wave of regulations and guidelines specifically targeting AI have started emerging, thereby promoting responsible AI and model governance.

Data Science 97

Data Science DevOps Deep Learning Automation 97

Heartbeat

FEBRUARY 29, 2024

The software development landscape is constantly evolving, driven by technological advancements and the ever-growing demands of the digital age. Over the years, we’ve witnessed significant milestones in programming languages, each bringing about transformative changes in how we write code and build software systems.

Software Engineer 52

Software Engineer Software Development LLM Large Language Models 52

AWS Machine Learning Blog

FEBRUARY 19, 2025

Prior to her current role, she spent several years at AWS focused on helping emerging GenAI startups develop models from ideation to production. Chaitanya Hazarey leads software development for SageMaker HyperPod task governance at Amazon, bringing extensive expertise in full-stack engineering, ML/AI, and data science.

Data Scientist 71

Data Scientist Data Science ML Engineer Generative AI 71

Marktechpost

SEPTEMBER 12, 2024

Whether in academic research, software development, or scientific discovery, OpenAI o1 represents the future of AI-assisted problem-solving. The model’s potential to align AI reasoning with human values and principles also offers hope for safer and more responsible AI systems in the years to come.

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OpenAI Large Language Models LLM AI 113

Towards AI

NOVEMBER 14, 2023

AI has proved helpful in various fields, but ethical concerns and pitfalls must be addressed in the future. The article maps key events that have shaped AI into its current state, with influential companies like Google, IBM, and OpenAI playing pivotal roles in accelerating innovation.

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OpenAI ChatGPT AI AI 111

AWS Machine Learning Blog

MAY 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 121

Chatbots Automation Machine Learning DevOps 121

AWS Machine Learning Blog

MAY 9, 2024

Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The company is committed to ethical and responsible AI development, with human oversight and transparency. He holds an M.S.

Insight Engine 129

Insight Engine Generative AI LLM AI 129

AWS Machine Learning Blog

FEBRUARY 1, 2024

She has a diverse background, having worked in many technical disciplines, including software development, agile leadership, and DevOps, and is an advocate for women in tech.

Generative AI 131

Generative AI Prompt Engineering Prompt Engineer AI 131

AWS Machine Learning Blog

MARCH 20, 2025

Using Amazon Bedrock allows for iteration of the solution using knowledge bases for simple storage and access of call transcripts as well as guardrails for building responsible AI applications. Yasmine Rodriguez Wakim is the Chief Technology Officer at Asure Software.

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Generative AI Metadata AI AI 61

AWS Machine Learning Blog

JULY 11, 2024

Akhil builds technical solutions focusing on customer business outcomes, incorporating generative AI (Gen AI) technologies to drive innovation. With deep expertise in AWS and a strong background in DevOps methodologies throughout the software development life cycle (SDLC), Akhil leads critical implementation and migration projects.

Data Ingestion 128

Data Ingestion DevOps Prompt Engineering Prompt Engineer 128

AWS Machine Learning Blog

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Machine Learning 140

Machine Learning Python Generative AI Explainability 140

AWS Machine Learning Blog

OCTOBER 27, 2023

Ragini Prasad is a Software Development Manager with the Amazon Personalize team focused on building AI-powered recommender systems at scale. AI Specialist Solutions Architect with extensive experience in end-to-end personalization solutions. In her spare time, she enjoys traveling and exploring the great outdoors.

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Generative AI Artificial Intelligence Artificial Intelligence AI 106

AWS Machine Learning Blog

JULY 15, 2024

About the Authors Na Yu is a Lead GenAI Solutions Architect at Mission Cloud, specializing in developing ML, MLOps, and GenAI solutions in AWS Cloud and working closely with customers. Max Goff is a data scientist/data engineer with over 30 years of software development experience. She received her Ph.D. Marco Mercado is a Sr.

Big Data 115

Big Data Big Data Engineer Generative AI ML 115

Topbots

JULY 29, 2024

Here are the courses we cover: Generative AI for Everyone by DeepLearning.ai Introduction to Generative AI by Google Cloud Generative AI: Introduction and Applications by IBM ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai LangChain for LLM Application Development by LangChain and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

AWS Machine Learning Blog

OCTOBER 15, 2024

Bria’s commitment to responsible AI and the robust security framework of SageMaker provide enterprises with the full package for data privacy, regulatory compliance, and responsible AI models for commercial use. She has over 15 years of IT experience in software development, design, and architecture.

Generative AI 79

Generative AI ML Python Responsible AI 79

AWS Machine Learning Blog

JULY 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 112

Generative AI Automation Categorization Software Architect 112