ODSC - Open Data Science

MARCH 10, 2025

Tools like Python , R , and SQL were mainstays, with sessions centered around data wrangling, business intelligence, and the growing role of data scientists in decision-making. Simultaneously, concerns around ethical AI , bias , and fairness led to more conversations on Responsible AI.

Data Science 52

Data Science Neural Network Convolutional Neural Networks Large Language Models 52

AWS Machine Learning Blog

MAY 13, 2024

Amazon Bedrock also comes with a broad set of capabilities required to build generative AI applications with security, privacy, and responsible AI. You can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

Generative AI 125

Generative AI Prompt Engineer Prompt Engineering LLM 125

AWS Machine Learning Blog

MARCH 6, 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 via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

LLM 102

LLM Generative AI ML Prompt Engineer 102

AWS Machine Learning Blog

JUNE 25, 2024

With Amazon Bedrock, developers can experiment, evaluate, and deploy generative AI applications without worrying about infrastructure management. Its enterprise-grade security, privacy controls, and responsible AI features enable secure and trustworthy generative AI innovation at scale.

Automation 119

Automation Prompt Engineer Prompt Engineering Categorization 119

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 88

ML Generative AI AI AI 88

Unite.AI

JANUARY 23, 2024

Prompting Rather than inputs and outputs, LLMs are controlled via prompts – contextual instructions that frame a task. Prompt engineering is crucial to steering LLMs effectively. Cohere provides a studio for automating LLM workflows with a GUI, REST API and Python SDK.

Large Language Models 100

Large Language Models Prompt Engineer Prompt Engineering LLM 100

Towards AI

JANUARY 6, 2025

Applied Generative AI for Digital Transformation by MIT PROFESSIONAL EDUCATION Applied Generative AI for Digital Transformation is for professionals with backgrounds, especially senior leaders, technology leaders, senior managers, mid-career executives, etc. Generative AI with LLMs course by AWS AND DEEPLEARNING.AI

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Computer Vision Deep Learning 105

AWS Machine Learning Blog

MARCH 15, 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 via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 136

Generative AI Prompt Engineer Prompt Engineering Python 136

AWS Machine Learning Blog

APRIL 24, 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 using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Conversational AI 127

Conversational AI LLM AI AI 127

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. We use the few-shot prompting technique by providing a few examples to produce an accurate ASL gloss.

Generative AI 115

Generative AI DevOps AI AI 115

AWS Machine Learning Blog

MAY 15, 2024

This post demonstrates how to use advanced prompt engineering to control an LLM’s behavior and responses. Streamlit , an open source Python framework for building the front-end. The Docker engine. The 200,000 tokens supported by Anthropic Claude v2.1

Prompt Engineer 130

Prompt Engineer Prompt Engineering Generative AI Python 130

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. ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

OCTOBER 26, 2023

ODSC West is less than a week away and we can’t wait to bring together some of the best and brightest minds in data science and AI to discuss generative AI, NLP, LLMs, machine learning, deep learning, responsible AI, and more. With a Virtual Open Pass , you can be part of where the future of AI gathers for free.

Data Science 52

Data Science Machine Learning Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

JULY 31, 2024

As generative artificial intelligence (AI) applications become more prevalent, maintaining responsible AI principles becomes essential. He holds passion about meta-agents, scalable on-demand inference, advanced RAG solutions and cost optimized prompt engineering with LLMs.

LLM 119

LLM Generative AI Prompt Engineer Prompt Engineering 119

ODSC - Open Data Science

FEBRUARY 8, 2024

Join one of the best and brightest minds in Deep Learning, and bestselling author of Deep Learning Illustrated , Dr. Jon Krohn, for an immersive introduction to Deep Learning that brings high-level theory to life with interactive examples featuring all three of the principal Python libraries, PyTorch, TensorFlow 2, and Keras.

Big Data 52

Big Data Large Language Models Data Science Deep Learning 52

The MLOps Blog

JUNE 27, 2023

For example, if your team is proficient in Python and R, you may want an MLOps tool that supports open data formats like Parquet, JSON, CSV, etc., 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

ODSC - Open Data Science

APRIL 21, 2023

Well, during the hackathon you’ll have access to cutting-edge tools and platforms, including Weaviate and OpenAI API & ChatGPT plugins, to work on projects such as generative search and prompt engineering. Present your innovative solution to both a live audience and a panel of judges.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

FEBRUARY 6, 2024

You’ll explore the breadth of capabilities of state-of-the-art LLMs like GPT-4 can deliver through hands-on code demos that leverage the Hugging Face and PyTorch Lightning Python libraries. Ditch all your tedious social plans and learn how to make your own AI friend powered by Large Language Models in this tutorial from Benjamin Batrosky.

Large Language Models 52

Large Language Models Big Data LLM Data Science 52

ODSC - Open Data Science

JANUARY 10, 2024

You will also become familiar with the concept of LLM as a reasoning engine that can power your applications, paving the way to a new landscape of software development in the era of Generative AI.

Large Language Models 52

Large Language Models Deep Learning Data Science LLM 52

AWS Machine Learning Blog

SEPTEMBER 23, 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.

LLM 83

LLM Large Language Models Machine Learning Automation 83

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 Engineer 312

Prompt Engineer Prompt Engineering Big Data AI 312

AWS Machine Learning Blog

SEPTEMBER 18, 2024

The AWS SDK for Python (Boto3) set up. The process employs techniques like RAG, prompt engineering with personas, and human-curated references to maintain output control. For this post, we use Anthropic’s Claude models on Amazon Bedrock. Prerequisites For this post, you need the following prerequisites: An AWS account.

Generative AI 115

Generative AI LLM AI AI 115

AWS Machine Learning Blog

MARCH 19, 2024

Furthermore, the use of prompt engineering can notably enhance their performance. To additionally boost accuracy on tasks that involve reasoning, a self-consistency prompting approach has been suggested, which replaces greedy with stochastic decoding during language generation. bedrock-python-sdk-reinvent/botocore-*.whl

Auto-complete 122

Auto-complete NLP Prompt Engineer Prompt Engineering 122

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. Furthermore, evaluating LLMs can also help mitigating security risks, particularly in the context of prompt data tampering. name: "llama2-7b-finetuned". html") s3_object = s3.Object(bucket_name=output_bucket,

LLM 101

LLM Data Scientist Algorithm Generative AI 101

ODSC - Open Data Science

SEPTEMBER 20, 2023

Confirmed Extra Events Halloween Data After Dark AI Expo and Demo Hall Virtual Open Spaces Morning Run Day 3: Wednesday, November 1st (Bootcamp, Platinum, Gold, Silver, VIP, Virtual Platinum, Virtual Premium) The third day of ODSC West 2023, will be the second and last day of the Ai X Business and Innovation Summit and the AI Expo and Demo Hall.

Data Science 52

Data Science Large Language Models Machine Learning Python 52

AWS Machine Learning Blog

JULY 18, 2024

By providing access to these advanced models through a single API and supporting the development of generative AI applications with an emphasis on security, privacy, and responsible AI, Amazon Bedrock enables you to use AI to explore new avenues for innovation and improve overall offerings. client('s3') sqs = boto3.client('sqs')

IDP 125

IDP Generative AI Data Extraction Automation 125

IBM Journey to AI blog

OCTOBER 30, 2024

The platform incorporates the innovative Prompt Lab tool, specifically engineered to streamline prompt engineering processes. Notably, the prompt text, model references, and prompt engineering parameters are meticulously formatted as Python code within notebooks, allowing for seamless programmable interaction.

Prompt Engineer 238

Prompt Engineer Prompt Engineering ETL Machine Learning 238

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 91

Python Generative AI Prompt Engineer Prompt Engineering 91

AWS Machine Learning Blog

OCTOBER 15, 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 120

Generative AI Prompt Engineer Prompt Engineering AI 120

AWS Machine Learning Blog

DECEMBER 2, 2024

Validation engine – Removes PII from the response and checks whether the generated answer aligns with the retrieved context. If not, it returns a hardcoded “I don’t know” response to prevent hallucinations. Assistant: By implementing the prompt engineering approaches, we improved RAG accuracy from 64% to 76%.

Automation 88

Automation Generative AI Prompt Engineer Prompt Engineering 88

AWS Machine Learning Blog

FEBRUARY 3, 2025

By using a combination of transcript preprocessing, prompt engineering, and structured LLM output, we enable the user experience shown in the following screenshot, which demonstrates the conversion of LLM-generated timestamp citations into clickable buttons (shown underlined in red) that navigate to the correct portion of the source video.

UX Design 90

UX Design Auto-complete LLM Prompt Engineer 90

AWS Machine Learning Blog

OCTOBER 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing 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 90

Generative AI Large Language Models Explainability LLM 90