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 Big Data LLM Data Science 52

AWS Machine Learning Blog

AUGUST 8, 2024

Refine your existing application using strategic methods such as prompt engineering , optimizing inference parameters and other LookML content. You can gain granular control over the reasoning capabilities using several prompt engineering techniques. Create a simple web application using LangChain and Streamlit.

Metadata 114

Metadata LLM Prompt Engineering Prompt Engineer 114

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.

Big Data 52

Big Data Large Language Models Data Science Deep Learning 52

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 Engineering Prompt Engineer 52

The MLOps Blog

JUNE 27, 2023

Databricks Databricks is a cloud-native platform for big data processing, machine learning, and analytics built using the Data Lakehouse architecture. The platform also offers features for hyperparameter optimization, automating model training workflows, model management, prompt engineering, and no-code ML app development.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

AI News

JUNE 28, 2024

Microsoft has disclosed a new type of AI jailbreak attack dubbed “Skeleton Key,” which can bypass responsible AI guardrails in multiple generative AI models. The Skeleton Key jailbreak employs a multi-turn strategy to convince an AI model to ignore its built-in safeguards.

Prompt Engineering 308

Prompt Engineering Prompt Engineer Big Data AI 308

AWS Machine Learning Blog

JANUARY 26, 2024

As part of quality assurance tests, introduce synthetic security threats (such as attempting to poison training data, or attempting to extract sensitive data through malicious prompt engineering) to test out your defenses and security posture on a regular basis. Ram Vittal is a Principal ML Solutions Architect at AWS.

Generative AI 137

Generative AI ML LLM AI 137

AWS Machine Learning Blog

DECEMBER 2, 2024

It also provides retrieve and generate evaluation metrics such as correctness, completeness, and helpfulness, as well as responsible AI metrics such as harmfulness and answer refusal. Use prompt engineering to improve accuracy from 64% to 76% Prompt engineering is a crucial technique to improve the performance of LLMs.

Automation 88

Automation Generative AI Prompt Engineering Prompt Engineer 88

AWS Machine Learning Blog

NOVEMBER 12, 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 104

Generative AI Prompt Engineering Prompt Engineer AI 104

AWS Machine Learning Blog

DECEMBER 17, 2024

Amazon SageMaker helps data scientists and machine learning (ML) engineers build FMs from scratch, evaluate and customize FMs with advanced techniques, and deploy FMs with fine-grain controls for generative AI use cases that have stringent requirements on accuracy, latency, and cost. Of the six challenges, the LLM met only one.

LLM 90

LLM Prompt Engineering Prompt Engineer Generative AI 90