ODSC - Open Data Science

AUGUST 11, 2023

You’ll learn about the 8 layers of the machine learning stack: data, compute, versioning, orchestration, software architecture, model operations, feature engineering, and model development and the tooling and workflow landscape.

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Data Scientist Data Science Machine Learning Prompt Engineer 98

AWS Machine Learning Blog

NOVEMBER 22, 2023

Code talks – In this new session type for re:Invent 2023, code talks are similar to our popular chalk talk format, but instead of focusing on an architecture solution with whiteboarding, the speakers lead an interactive discussion featuring live coding or code samples. AWS DeepRacer Get ready to race with AWS DeepRacer at re:Invent 2023!

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ML Generative AI Prompt Engineer Prompt Engineering 127

The MLOps Blog

JUNE 27, 2023

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows.

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Metadata Machine Learning Data Scientist Data Quality 134

ODSC - Open Data Science

AUGUST 3, 2023

We couldn’t be more excited to announce that the Preliminary Schedule for ODSC APAC 2023 is now live. It will cover both the potential benefits and the challenges of ensuring fairness, with a focus on the perceptions of fairness, accountability, and trust in AI-driven decisions in the area and some ways in which these can be mitigated.

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Data Science Large Language Models Data Scientist Prompt Engineer 52

ODSC - Open Data Science

SEPTEMBER 26, 2023

New Content The data science and AI fields change fast, 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 2023? What’s next?

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Data Science Data Scientist Deep Learning Continuous Learning 52

ODSC - Open Data Science

OCTOBER 5, 2023

The Prompt Optimization Stack A lot goes into successful prompt engineering. However, with this thorough prompt optimization guide, you’ll know exactly how to perfect this new art. Organizations harness these LLMs through prompt engineering and fine-tuning, but challenges persist.

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Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

ODSC - Open Data Science

SEPTEMBER 11, 2023

ML on-device: Building Efficient Models Danni Li | AI Resident | Meta This talk covered some of the challenges that on-device machine learning models face, like limited computational resources and limited storage and battery life, as well as the latest advancements, especially the end-to-end(E2E) ASR systems.

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Data Science Data Scientist Prompt Engineer Prompt Engineering 52

IBM Journey to AI blog

JULY 23, 2024

An important step forward for accessible, open, responsible AI innovation In December of 2023, Meta and IBM launched the AI Alliance in collaboration with over 50 global founding members and collaborators. For more on the efficacy of LLM-as-a-judge technique, this 2023 paper is a good place to start.)

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LLM Large Language Models Generative AI Responsible AI 250

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.

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Generative AI Prompt Engineer Prompt Engineering ML Engineer 100

How to Learn Machine Learning

JULY 20, 2024

Generative AI solutions gained popularity with the launch of ChatGPT, developed by OpenAI, in 2023. 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. dollars, nearly double the size of 2022.

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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.

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NLP Prompt Engineer Prompt Engineering LLM 117

AWS Machine Learning Blog

APRIL 22, 2024

Figure 4 illustrates the AWS generative AI stack as of 2023, which offers a set of capabilities that encompass choice, breadth, and depth across all layers. Striking the right balance between innovation and the responsible use of generative AI is fundamental for mitigating risks and enabling responsible AI innovation.

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ESG Generative AI AI AI 127

Unite.AI

OCTOBER 31, 2023

OpenAI, backed by the tech giant Microsoft, introduced DALL·E 3 on September 20th, 2023. The company is also working on ways to differentiate AI-generated images from those made by humans, reflecting their commitment to transparency and responsible AI use. And the best part? It’s fast, like, really fast.

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OpenAI ChatGPT Neural Network Prompt Engineer 264

Robot Writers AI

JANUARY 21, 2024

According to writer Scott Clark, the “comprehensive courses are available for those seeking a more in-depth understanding of what some are describing as both a science and an art form (prompt engineering).” Observes Lahiri: “Founded in 2021 by former OpenAI employees, Anthropic focuses on responsible AI and safety.

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ChatGPT OpenAI Chatbots AI Chatbots 52

ODSC - Open Data Science

SEPTEMBER 8, 2023

Representation Learning on Graphs and Networks In this preview of an ODSC West 2023 talk, the speaker outlines his survey paper on graph representation learning. HubSpot Unveils HubSpot AI and New Sales Hub at INBOUND 2023 At INBOUND 2023, CRM leader HubSpot formally announced HubSpot AI and a new Sales Hub.

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ChatGPT Large Language Models Data Scientist Neural Network 52

AWS Machine Learning Blog

MAY 21, 2024

These applications are a focus point for our generative AI efforts. In 2023, we identified several challenges where we see the potential for generative AI to have a positive impact. This blog post outlines various use cases where we’re using generative AI to address digital publishing challenges.

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Generative AI Prompt Engineer Prompt Engineering Metadata 123

AWS Machine Learning Blog

NOVEMBER 14, 2024

billion international arrivals in 2023, international travel is poised to exceed pre-pandemic levels and break tourism records in the coming years. Core benefits of Amazon Bedrock and Amazon Location Service Amazon Bedrock provides capabilities to build generative AI applications with security, privacy, and responsible AI practices.

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LLM Generative AI Prompt Engineer Prompt Engineering 102

AWS Machine Learning Blog

NOVEMBER 18, 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.

Automation 69

Automation Generative AI ML Prompt Engineer 69

Snorkel AI

JUNE 7, 2023

In particular, he highlighted his company’s Demonstrate-Search-Predict framework which abstracts away aspects of using foundation models, such as prompt engineering. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s Catch the sessions you missed!

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Data Scientist Large Language Models Machine Learning Auto-complete 52

Snorkel AI

JUNE 7, 2023

In particular, he highlighted his company’s Demonstrate-Search-Predict framework which abstracts away aspects of using foundation models, such as prompt engineering. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s Learn more, live!

Data Scientist 52

Data Scientist Large Language Models Machine Learning Auto-complete 52

ODSC - Open Data Science

SEPTEMBER 20, 2023

ODSC West 2023 is just a couple of months away, and we couldn’t be more excited to be able to share our Preliminary Schedule with you! Day 1: Monday, October 30th (Bootcamp, VIP, Platinum) Day 1 of ODSC West 2023 will feature our hands-on training sessions, workshops, and tutorials and will be open to Platinum, Bootcamp, and VIP pass holders.

Large Language Models 52

Large Language Models Data Science Machine Learning Prompt Engineer 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')

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