AWS Machine Learning Blog

NOVEMBER 29, 2023

Customers worked closely with us to prioritize use cases, select the right foundation models (FMs), incorporate responsible AI principles, develop proofs of concept, optimize solutions, and launch them at scale. Today, we are excited to announce the AWS Generative AI Innovation Center Custom Model Program for Anthropic Claude.

Generative AI 119

Generative AI Prompt Engineer Prompt Engineering ML Engineer 119

How to Learn Machine Learning

JULY 20, 2024

Supported by Natural Language Processing (NLP), Large language modules (LLMs), and Machine Learning (ML), Generative AI can evaluate and create extensive images and texts to assist users. Each generative AI can generate unique creative pieces depending on the user input, utilizing the vast amount of data already fed in.

Generative AI 64

Generative AI Machine Learning Deep Learning AI 64

AWS Machine Learning Blog

NOVEMBER 19, 2024

Fourth, we’ll address responsible AI, so you can build generative AI applications with responsible and transparent practices. Fifth, we’ll showcase various generative AI use cases across industries. In this session, learn best practices for effectively adopting generative AI in your organization.

ML 108

ML Generative AI AI AI 108

AWS Machine Learning Blog

APRIL 22, 2024

Figure 1 illustrates selected examples of use cases of generative AI for sustainability across the value chain. Figure 5 offers an overview on generative AI modalities and optimization strategies, including prompt engineering , Retrieval Augmented Generation , and fine-tuning or continued pre-training.

ESG 139

ESG Generative AI AI AI 139

ODSC - Open Data Science

FEBRUARY 6, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI.

Large Language Models 52

Large Language Models LLM Big Data Data Science 52

ODSC - Open Data Science

MAY 21, 2024

New Content The data science and AI fields change fast (not to mention LLMs), and it can be difficult to stay at the forefront of your field or industry. AI Expo and Demo Hall Exploring options for building your own AI models and algorithms or working with a 3rd party? Ready to join us at ODSC West 2024? What’s next?

Data Science 52

Data Science Continuous Learning Deep Learning Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. Also hear different architectural patterns that customers use today to harness their business data for customized generative AI solutions.

ML 139

ML Generative AI Prompt Engineer Prompt Engineering 139

ODSC - Open Data Science

OCTOBER 24, 2024

From Prototype to Production: Mastering LLMOps, Prompt Engineering, and Cloud Deployments This post is meant to walk through some of the steps of how to take your LLMs to the next level, focusing on critical aspects like LLMOps, advanced prompt engineering, and cloud-based deployments. Who’s Attending ODSC West 2024?

LLM 52

LLM ML Data Science Robotics 52

ODSC - Open Data Science

JANUARY 10, 2024

These concerns include lack of interpretability, bias, and discrimination, privacy, lack of model robustness, fake and misleading content, copyright implications, plagiarism, and environmental impact associated with training and inference of generative AI models.

Large Language Models 52

Large Language Models LLM Deep Learning Data Science 52

ODSC - Open Data Science

FEBRUARY 8, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Register soon! Register now–50% off ends soon.

Big Data 52

Big Data Large Language Models Deep Learning Data Science 52

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 136

Insight Engine Generative AI LLM AI 136

Topbots

JULY 29, 2024

Prompt Tuning: An overview of prompt tuning and its significance in optimizing AI outputs. Google’s Gen AI Development Tools: Insight into the tools provided by Google for developing generative AI applications. Best Practices for Prompt Engineering: Guidance on creating effective prompts for various tasks.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

John Snow Labs

SEPTEMBER 26, 2024

Advanced prompt engineering to refine criteria for paper inclusion and exclusion. This presentation introduces an advanced tool designed to automate key aspects of the literature review process. The tool offers: Keyword-based search across public biomedical databases.

Automation 52

Automation Prompt Engineer Prompt Engineering Explainability 52

AWS Machine Learning Blog

JUNE 18, 2024

The advantages of using generative AI for virtual travel agents include improved customer satisfaction, increased efficiency, and the ability to handle a high volume of inquiries simultaneously. However, the deployment of generative AI in customer-facing applications raises concerns around responsible AI.

Prompt Engineer 132

Prompt Engineer Prompt Engineering Generative AI Responsible AI 132