AWS Machine Learning Blog

JANUARY 27, 2025

Although these models are powerful tools for creative expression, their effectiveness relies heavily on how well users can communicate their vision through prompts. This post dives deep into prompt engineering for both Nova Canvas and Nova Reel. Yanyan graduated from Texas A&M University with a PhD in Electrical Engineering.

Prompt Engineering 107

Prompt Engineering Prompt Engineer Generative AI Software Engineer 107

AWS Machine Learning Blog

NOVEMBER 29, 2024

Prompt engineering refers to the practice of writing instructions to get the desired responses from foundation models (FMs). You might have to spend months experimenting and iterating on your prompts, following the best practices for each model, to achieve your desired output. Sonnet models, Meta’s Llama 3 70B and Llama 3.1

Generative AI 133

Generative AI Prompt Engineer Prompt Engineering Data Scientist 133

Analytics Vidhya

MAY 4, 2023

Tata Consultancy Services (TCS) is also creating AI tools that might code complete enterprise-level solutions for its customers when the hype cycle for generative AI and GPT-like technology rises internationally.

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Prompt Engineering Prompt Engineer AI Tools Automation 223

Flipboard

MARCH 5, 2025

In todays column, I showcase a vital new prompting technique known as atom-of-thoughts (AoT) that adds to the ongoing and ever-expanding list of prompt engineering best practices. Readers might recall that I previously posted an in-depth depiction of over fifty prompt engineering techniques and

Prompt Engineering 172

Prompt Engineering Prompt Engineer Generative AI Artificial Intelligence 172

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.

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Generative AI Machine Learning AI AI 112

IBM Journey to AI blog

FEBRUARY 13, 2024

Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.”

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Generative AI AI AI Chatbots 343

Flipboard

FEBRUARY 4, 2025

In todays column, I showcase a prompt engineering technique that I refer to as conversational-amplified prompt engineering (CAPE). Some also use the shorter moniker of conversational prompt engineering (CPE) though that is a bit confusing since it has a multitude of other meanings. In any case,

Prompt Engineering 138

Prompt Engineering Prompt Engineer Generative AI AI 138

Flipboard

JUNE 6, 2023

Despite the buzz surrounding it, the prominence of prompt engineering may be fleeting. A more enduring and adaptable skill will keep enabling us to harness the potential of generative AI? It is called problem formulation — the ability to identify, analyze, and delineate problems.

Prompt Engineering 172

Prompt Engineering Prompt Engineer AI AI 172

Flipboard

JUNE 23, 2023

WIth the explosive rise of generative AI in the past half a year, prompt engineering is the exciting new career that's growing along with it. If you …

Prompt Engineering 178

Prompt Engineering Prompt Engineer Generative AI AI 178

Flipboard

MAY 16, 2023

Whether or not AI lives up to the hype surrounding it will largely depend on good prompt engineering. Prompt engineering is the key to unlocking useful — and usable — outputs from generative AI, such as ChatGPT or its image-making counterpart DALL-E.

Prompt Engineering 174

Prompt Engineering Prompt Engineer Natural Language Processing OpenAI 174

AWS Machine Learning Blog

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

Prompt Engineer 140

Prompt Engineer Prompt Engineering Chatbots Generative AI 140

Flipboard

MARCH 1, 2025

In todays column, I identify and showcase a new prompting approach that serves to best make use of multi-agentic AI. We are increasingly going to witness the advent of agentic AI, consisting of generative AI and large language models (LLMs) that perform a series of indicated The deal is this.

Prompt Engineer 168

Prompt Engineer Prompt Engineering Large Language Models Generative AI 168

AWS Machine Learning Blog

JANUARY 22, 2025

These services use advanced machine learning (ML) algorithms and computer vision techniques to perform functions like object detection and tracking, activity recognition, and text and audio recognition. The key to the capability of the solution is the prompts we have engineered to instruct Anthropics Claude what to do.

Generative AI 110

Generative AI Prompt Engineer Prompt Engineering AI 110

Marktechpost

MAY 10, 2024

Generative AI (GenAI) tools have come a long way. Believe it or not, the first generative AI tools were introduced in the 1960s in a Chatbot. In 2024, we can create anything imaginable using generative AI tools like ChatGPT, DALL-E, and others. However, there is a problem.

Prompt Engineering 138

Prompt Engineering Prompt Engineer Large Language Models Generative AI 138

Flipboard

NOVEMBER 15, 2024

Generating metadata for your data assets is often a time-consuming and manual task. Generative AI models LLMs are trained on vast volumes of data and use billions of parameters to generate outputs for common tasks like answering questions, translating languages, and completing sentences.

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Metadata Generative AI LLM AI 148

Flipboard

DECEMBER 18, 2023

With the world abuzz with generative AI, prompt engineers are in demand -- huge demand. But there's a big problem: availability. More than a decade …

Prompt Engineer 167

Prompt Engineer Prompt Engineering Data Scientist Generative AI 167

Flipboard

MARCH 1, 2023

Knowing how to talk to chatbots may get you hired as a prompt engineer for generative AI. Prompt engineers are experts in asking AI chatbots — which run on large language models — questions that can produce desired responses. Looking for a job in tech's hottest field? Unlike traditional computer …

Prompt Engineering 132

Prompt Engineering Prompt Engineer Generative AI Large Language Models 132

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.

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Generative AI Large Language Models AI AI 92

ODSC - Open Data Science

DECEMBER 6, 2023

Prompt engineering has become the Wild West of tech skills. Though the field is still in its infancy, there’s a growing list of resources one can utilize if you’re interested in becoming a prompt engineer. The course takes about ten hours to complete but when you do so, you leave with important context related to AI.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Generative AI Data Science 98

AWS Machine Learning Blog

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt. Varun Mehta is a Sr.

ESG 115

ESG Generative AI LLM Prompt Engineer 115

AWS Machine Learning Blog

AUGUST 2, 2024

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Traditionally, earnings call scripts have followed similar templates, making it a repeatable task to generate them from scratch each time. In the following sections, we discuss the workflows of each method in more detail.

Prompt Engineering 131

Prompt Engineering Prompt Engineer LLM Generative AI 131

Flipboard

DECEMBER 27, 2023

In today’s column, I have put together my most-read postings on how to skillfully craft your prompts when making use of generative AI such as ChatGPT, Bard, Gemini, Claude, GPT-4, and other popular large language models (LLM). These are handy strategies and specific techniques that can make a …

Prompt Engineer 178

Prompt Engineer Prompt Engineering Generative AI Large Language Models 178

AWS Machine Learning Blog

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

Categorization 96

Categorization Prompt Engineer Prompt Engineering LLM 96

Flipboard

FEBRUARY 22, 2023

Generative AI could change many industries, but it still requires an actual person to interact with it. Enter the prompt engineers — people and firms …

Prompt Engineer 123

Prompt Engineer Prompt Engineering Generative AI AI 123

AWS Machine Learning Blog

NOVEMBER 6, 2024

Amazon Bedrock streamlines the integration of state-of-the-art generative AI capabilities for developers, offering pre-trained models that can be customized and deployed without the need for extensive model training from scratch. He is passionate about cloud and machine learning.

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NLP Python Generative AI Machine Learning 118

Towards AI

NOVEMBER 14, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough that will grow to impact much of the economy.

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LLM Software Development Machine Learning Data Scientist 116

Flipboard

SEPTEMBER 8, 2023

Trees, you’ve got to love them. We seem to talk about trees quite a bit these days, especially as a markedly helpful metaphor or comparator. You undoubtedly have heard of the tree of knowledge and the symbolism thereof. We also speak of people who if they grow up suitably will be stout and stand …

Prompt Engineer 181

Prompt Engineer Prompt Engineering Generative AI AI 181

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

Prompt Engineer 114

Prompt Engineer Prompt Engineering Computer Vision Machine Learning 114

Towards AI

APRIL 10, 2023

Photo by Unsplash.com The launch of ChatGPT has sparked significant interest in generative AI, and people are becoming more familiar with the ins and outs of large language models. It’s worth noting that prompt engineering plays a critical role in the success of training such models. Some examples of prompts include: 1.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Data Scientist Natural Language Processing 98

AWS Machine Learning Blog

JANUARY 7, 2025

The solution proposed in this post relies on LLMs context learning capabilities and prompt engineering. It enables you to use an off-the-shelf model as is without involving machine learning operations (MLOps) activity. You should see a noticeable increase in the quality score.

Large Language Models 111

Large Language Models Prompt Engineer Prompt Engineering Metadata 111

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 Engineer Prompt Engineering 110

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 Engineer 98

Prompt Engineer Prompt Engineering Generative AI Software Development 98

ODSC - Open Data Science

AUGUST 29, 2023

With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must. So we have to ask, what kind of job now and in the future will use prompt engineering as part of its core skill set?

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Natural Language Processing 98

Flipboard

MARCH 1, 2023

The launch of Microsoft’s new AI-powered Bing shone new light on the company’s investments in OpenAI’s large language models and in generative AI, …

Prompt Engineering 156

Prompt Engineering Prompt Engineer Large Language Models Generative AI 156

Flipboard

AUGUST 6, 2023

In today’s column, I am further extending my ongoing series about the latest advances in prompt engineering. We will be using those valued pieces of sage advice so please keep them in mind. My focus this …

Prompt Engineer 123

Prompt Engineer Prompt Engineering Generative AI AI 123

Flipboard

SEPTEMBER 23, 2023

I have a quick question for you. Is it true that Abraham Lincoln said that the problem of believing what you read on the Internet is due to the difficulty of verifying what you find there? I’m sure that you would agree with me that Abraham Lincoln said no such thing. Even the most shallow …

Prompt Engineer 173

Prompt Engineer Prompt Engineering Generative AI AI 173

Towards AI

FEBRUARY 9, 2023

This is prompt engineering. While we expect the meaning and methods to evolve, we think it could become a key skill and might even become a common standalone job title as AI, Machine Learning, and LLMs become increasingly integrated into everyday tasks. What is Prompting?

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Machine Learning 98