IBM Journey to AI blog

JANUARY 15, 2024

Digital transformation trends that drive a competitive advantage Trend: Artificial intelligence and machine learning We’re entering year two of widespread adoption of generative AI tools. Low-code helps the DevOps team by simplifying some aspects of coding and no-code can introduce non-developers into the development process.

Machine Learning 219

Machine Learning Automation DevOps Artificial Intelligence 219

AWS Machine Learning Blog

JULY 11, 2024

Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks. After being configured, an agent builds the prompt and augments it with your company-specific information to provide responses back to the user in natural language. Remove the generated Terraform scripts from the GitHub repo.

Data Ingestion 128

Data Ingestion DevOps Prompt Engineer Prompt Engineering 128

Unite.AI

OCTOBER 16, 2023

BLEU measures precision, or how much the words in the machine generated summaries appeared in the human reference summaries. ROUGE measures recall, or how much the words in the human reference summaries appeared in the machine generated summaries. With a recent seed funding of $3 million led by Lightspeed Venture Partners, Portkey.ai

Large Language Models 187

Large Language Models LLM Machine Learning Neural Network 187

AWS Machine Learning Blog

FEBRUARY 25, 2025

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.

Generative AI 63

Generative AI Prompt Engineer Prompt Engineering AI 63

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

OCTOBER 8, 2024

In this post, we present a solution that harnesses the power of generative AI to streamline the user onboarding process for financial services through a digital assistant. Our solution provides practical guidance on addressing this challenge by using a generative AI assistant on AWS.

Automation 106

Automation Prompt Engineer Prompt Engineering Machine Learning 106

ODSC - Open Data Science

DECEMBER 1, 2023

Work with Generative Artificial Intelligence (AI) Models in Azure Machine Learning The purpose of this course is to give you hands-on practice with Generative AI models. You’ll explore the use of generative artificial intelligence (AI) models for natural language processing (NLP) in Azure Machine Learning.

Data Science 52

Data Science Machine Learning DevOps Large Language Models 52

AWS Machine Learning Blog

NOVEMBER 17, 2023

Components in agents for Amazon Bedrock Behind the scenes, agents for Amazon Bedrock automate the prompt engineering and orchestration of user-requested tasks. They can securely augment the prompts with company-specific information to provide responses back to the user in natural language.

DevOps 105

DevOps Prompt Engineer Prompt Engineering Automation 105

AWS Machine Learning Blog

FEBRUARY 10, 2025

Making credit decisions using AI can be challenging, requiring data science and portfolio teams to synthesize complex subject matter information and collaborate productively. Our initial approach combined prompt engineering and traditional Retrieval Augmented Generation (RAG).

Generative AI 89

Generative AI Data Science Data Scientist AI 89

AWS Machine Learning Blog

FEBRUARY 3, 2025

To address these challenges, the MuleSoft team integrated Amazon Q Apps, a capability within Amazon Q Business , a generative AI-powered assistant service, directly into their Cloud Central portalan individualized portal that shows assets owned, costs and usage, and AWS Well-Architected recommendations to over 100 engineer teams.

Generative AI 89

Generative AI DevOps Conversational AI Chatbots 89

AWS Machine Learning Blog

NOVEMBER 29, 2023

An evaluation is a task used to measure the quality and responsibility of output of an LLM or generative AI service. Based on this tenet, we can classify generative AI users who need LLM evaluation capabilities into 3 groups as shown in the following figure: model providers, fine-tuners, and consumers.

LLM 101

LLM Data Scientist Algorithm Generative AI 101

Mlearning.ai

JUNE 16, 2023

Increase your productivity in software development with Generative AI As I mentioned in Generative AI use case article, we are seeing AI-assisted developers. Overall Generative AI in SDLC Here is how Generative AI can help in SDLC stages (we may see more use cases as Generative AI matures).

Software Development 52

Software Development Generative AI ChatGPT Prompt Engineer 52

The MLOps Blog

JUNE 5, 2023

The topic of this conversation, obviously, is to dive a little bit into GPT-3 and language models; there’s all this hype now about Generative AI. Speaking of the Generative AI space, the core focus of this episode would be the GPT-3, but could you share a bit more about what GPT-3 means and just give a background there?

Large Language Models 52

Large Language Models Machine Learning Software Engineer Natural Language Processing 52

Flipboard

JANUARY 7, 2025

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. As part of LSEGs multi-stage AI strategy, LCH has been exploring the role that generative AI services can have in this space.

IDP 138

IDP Machine Learning Generative AI LLM 138

AWS Machine Learning Blog

NOVEMBER 27, 2024

Architecture Diagram Prerequisites To implement the solution, you need the following: Understanding of Amazon Bedrock Agents, prompt engineering , Amazon Bedrock Knowledge Bases , Lambda functions, and AWS Identity and Access Management (IAM). He holds an MS degree in Computer Science.

Generative AI 98

Generative AI Automation DevOps Prompt Engineer 98

O'Reilly Media

NOVEMBER 26, 2024

The trend has only increased in the era of generative AI. Examples of these skills are artificial intelligence (prompt engineering, GPT, and PyTorch), cloud (Amazon EC2, AWS Lambda, and Microsoft’s Azure AZ-900 certification), Rust, and MLOps.

Machine Learning 110

Machine Learning Software Engineer Python Software Architect 110