AWS Machine Learning Blog

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Effective prompt engineering is key to developing natural language to SQL systems.

Prompt Engineer 138

Prompt Engineer Prompt Engineering Generative AI LLM 138

AWS Machine Learning Blog

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. It can be achieved through the use of proper guided prompts.

Generative AI 134

Generative AI Prompt Engineer Prompt Engineering LLM 134

IBM Journey to AI blog

OCTOBER 30, 2024

These components are built on top of IBM’s leading AI technology, and they can be deployed on any cloud and on prem. platform, users can engage in the comprehensive lifecycle management of generative AI (gen AI) solutions, encompassing training, validation, tuning and deployment procedures. Within the IBM watsonx.ai

Prompt Engineering 238

Prompt Engineering Prompt Engineer ETL Machine Learning 238

AWS Machine Learning Blog

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. If you’re performing prompt engineering, you should persist your prompts to a reliable data store.

Generative AI 135

Generative AI Prompt Engineering Prompt Engineer AI 135

Marktechpost

NOVEMBER 16, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 103

AWS Machine Learning Blog

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

Generative AI 112

Generative AI AI AI Machine Learning 112

AWS Machine Learning Blog

JULY 29, 2024

In this post, we show how native integrations between Salesforce and Amazon Web Services (AWS) enable you to Bring Your Own Large Language Models (BYO LLMs) from your AWS account to power generative artificial intelligence (AI) applications in Salesforce.

Generative AI 121

Generative AI LLM Large Language Models AI 121

AWS Machine Learning Blog

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

Generative AI 139

Generative AI Prompt Engineering Prompt Engineer Automation 139

AWS Machine Learning Blog

NOVEMBER 29, 2023

Since launching in June 2023, the AWS Generative AI Innovation Center team of strategists, data scientists, machine learning (ML) engineers, and solutions architects have worked with hundreds of customers worldwide, and helped them ideate, prioritize, and build bespoke solutions that harness the power of generative AI.

Generative AI 117

Generative AI Prompt Engineer Prompt Engineering ML Engineer 117

Marktechpost

JUNE 19, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

Artificial Intelligence 121

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 121

ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. As LLMs become integral to AI applications, ethical considerations take center stage.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Responsible AI 52

AWS Machine Learning Blog

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. Prompt chaining is performed with Amazon Bedrock for these prompts.

Generative AI 121

Generative AI Prompt Engineering Prompt Engineer AI 121

Marktechpost

JUNE 8, 2024

Microsoft’s AI courses offer comprehensive coverage of AI and machine learning concepts for all skill levels, providing hands-on experience with tools like Azure Machine Learning and Dynamics 365 Commerce.

Artificial Intelligence 122

Artificial Intelligence Artificial Intelligence Machine Learning Prompt Engineer 122

AWS Machine Learning Blog

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

Generative AI 119

Generative AI DevOps AI AI 119

IBM Journey to AI blog

JULY 23, 2024

comprises both pretrained and instruction-tuned text in/text out open source generative AI models in sizes of 8B, 70B and—for the first time—405B parameters. Collectively, these resources encourage standardization of the development and usage of trust and safety tools for generative AI. How Llama 3.1-405B

LLM 249

LLM Large Language Models Generative AI Responsible AI 249

Marktechpost

MAY 30, 2024

Introduction to Generative AI This introductory microlearning course explains Generative AI, its applications, and its differences from traditional machine learning. It also includes guidance on using Google Tools to develop your own Generative AI applications.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence BERT Computer Vision 130

AWS Machine Learning Blog

NOVEMBER 22, 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.

Python 101

Python Generative AI Prompt Engineering Prompt Engineer 101

AWS Machine Learning Blog

JANUARY 30, 2025

The AWS Social Responsibility & Impact (SRI) team recognized an opportunity to augment this function using generative AI. By thoughtfully designing prompts, practitioners can unlock the full potential of generative AI systems and apply them to a wide range of real-world scenarios.

Prompt Engineering 102

Prompt Engineering Prompt Engineer Generative AI Software Development 102

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

AWS Machine Learning Blog

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. client(service_name='bedrock-runtime') Let’s start by working on the intent validator prompt template.

Generative AI 138

Generative AI Prompt Engineering Prompt Engineer Python 138

Towards AI

JULY 27, 2024

Author(s): Jennifer Wales Originally published on Towards AI. Claude AI and ChatGPT are both powerful and popular generative AI models revolutionizing various aspects of our lives. In this article, we will learn more about what Claude AI is and what are its unique features.

ChatGPT 119

ChatGPT Prompt Engineer Prompt Engineering Explainability 119

ODSC - Open Data Science

FEBRUARY 16, 2024

Recently, we posted an in-depth article about the skills needed to get a job in prompt engineering. Now, what do prompt engineering job descriptions actually want you to do? Here are some common prompt engineering use cases that employers are looking for.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Chatbots 52

IBM Journey to AI blog

MARCH 4, 2024

AI is at a turning point, driving exponential advancements in an organization’s prosperity and growth. Generative AI (gen AI) introduces transformative innovation to all aspects of a business; from the front to the back office, through ongoing technology modernization, and into new product and service development.

AI 300

AI AI Artificial Intelligence Artificial Intelligence 300

AWS Machine Learning Blog

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. Visit Generative AI Innovation Center to learn more about our program. Sonnet model in Amazon Bedrock.

Generative AI 96

Generative AI Large Language Models AI AI 96

AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

Insight Engine 127

Insight Engine Generative AI LLM AI 127

AWS Machine Learning Blog

JUNE 25, 2024

It provides a broad set of capabilities like model customization through fine-tuning, knowledge base integration for contextual responses, and agents for running complex multi-step tasks across systems. Its enterprise-grade security, privacy controls, and responsible AI features enable secure and trustworthy generative AI innovation at scale.

Automation 125

Automation Prompt Engineering Prompt Engineer Categorization 125

ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models? George R.R.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

AWS Machine Learning Blog

OCTOBER 24, 2024

Amazon Bedrock Agents helps you accelerate generative AI application development by orchestrating multistep tasks. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers. What are some S3 best practices? Delete the knowledge bases.

Generative AI 96

Generative AI Large Language Models Explainability LLM 96

AWS Machine Learning Blog

MARCH 4, 2024

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

NLP 136

NLP Prompt Engineering Prompt Engineer LLM 136

ODSC - Open Data Science

NOVEMBER 30, 2023

2023 Was the Year of Large Language Models: Then and Now The 2023 AI landscape was defined by large language models, and these are a few milestones that made it as such. Sarah will also share Microsoft’s approach to responsible AI, and how they’re working to ensure that our generative AI applications are aligned with the company’s principles.

Large Language Models 98

Large Language Models Prompt Engineer Prompt Engineering Machine Learning 98

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.

Data Ingestion 137

Data Ingestion DevOps Prompt Engineering Prompt Engineer 137

AWS Machine Learning Blog

NOVEMBER 25, 2024

Although the company achieved significant success among English-speaking users with its generative AI-based semantic search tool, it faced content discovery challenges in 15 other languages because of English-only titles and keywords.

Prompt Engineer 101

Prompt Engineer Prompt Engineering Metadata Generative AI 101

How to Learn Machine Learning

JULY 20, 2024

In this article you will learn about 7 of the top Generative AI Trends to watch out for in this year, so please please sit back relax, enjoy, and learn! Generative AI is an innovative technology that has revolutionized the tech world. 2024 will be no different and will see significant strides in the Generative AI space.

Generative AI 64

Generative AI Machine Learning Deep Learning AI 64

AWS Machine Learning Blog

JULY 31, 2024

As generative artificial intelligence (AI) applications become more prevalent, maintaining responsible AI principles becomes essential. Without proper safeguards, large language models (LLMs) can potentially generate harmful, biased, or inappropriate content, posing risks to individuals and organizations.

LLM 129

LLM Generative AI Prompt Engineering Prompt Engineer 129

Topbots

JULY 29, 2024

Generative AI is a rapidly evolving field with a plethora of fascinating applications, from creating realistic images and videos to generating human-like text and beyond. As the technology advances, the demand for skilled professionals who can harness the power of generative AI is growing exponentially.

Generative AI 52

Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

AWS Machine Learning Blog

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

LLM 110

LLM Generative AI Prompt Engineering Prompt Engineer 110

AWS Machine Learning Blog

AUGUST 21, 2024

This post discusses how LLMs can be accessed through Amazon Bedrock to build a generative AI solution that automatically summarizes key information, recognizes the customer sentiment, and generates actionable insights from customer reviews. Our example prompt requests the FM to generate the response in JSON format.

Generative AI 125

Generative AI Prompt Engineering Prompt Engineer Automation 125