ODSC - Open Data Science

FEBRUARY 16, 2024

Recently, we posted an in-depth article about the skills needed to get a job in prompt engineering. We covered the knowledge needed, tools, frameworks, and programming languages that will help you get a job in this new field if you’re interested in it. Now, what do prompt engineering job descriptions actually want you to do?

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ODSC - Open Data Science

JULY 3, 2023

We’re hearing a lot about large language models, or LLMs recently in the news. If you don’t know, LLMs are a type of artificial intelligence that is trained on massive amounts of text data. PaLM 2 also demonstrates robust reasoning capabilities and stable performance on a suite of responsible AI evaluations.

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ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

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ODSC - Open Data Science

AUGUST 17, 2023

Evolving Trends in Prompt Engineering, a Primer to Scaling Pandas, and Enriching ERP with Generative AI Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices In this blog post, our objective is to illuminate the constantly evolving research around the LLMs space, including prompt engineering.

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AI News

MARCH 7, 2024

Anthropic, creators of Claude, released Claude 3 this week and claimed it to be a ‘new standard for intelligence’ , surging ahead of competitors such as ChatGPT and Google’s Gemini. Stability AI, in previewing Stable Diffusion 3, noted that the company believed in safe, responsible AI practices.

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ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models?

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Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Additionally, fine-tuning models to align better with desired behavior can enhance response accuracy.

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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. What Exactly are Large Language Model Operations (LLMOps)?

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ODSC - Open Data Science

DECEMBER 1, 2023

Work with Generative Artificial Intelligence (AI) Models in Azure Machine Learning The purpose of this course is to give you hands-on practice with Generative AI models. You’ll explore the use of generative artificial intelligence (AI) models for natural language processing (NLP) in Azure Machine Learning.

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AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. It can be achieved through the use of proper guided prompts. There are many prompt engineering techniques.

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ODSC - Open Data Science

FEBRUARY 6, 2024

Large Language Models are everywhere these days. Stay at the forefront of increasingly ubiquitous technology with the leading AI training conference, ODSC East this April 23rd-25th in Boston. Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference.

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ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

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Heartbeat

AUGUST 4, 2023

“Our intelligence is what makes us human, and AI is an extension of that quality.” — Yann LeCun A new milestone is recorded almost every week as we experience the renaissance of artificial intelligence (AI) research and development. Thus, the models produce more successful outputs.

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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.

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ODSC - Open Data Science

FEBRUARY 8, 2024

Hear from one of the leading experts in Large Language Models, Dr. Jon Krohn as he takes a deep dive into the models like GPT-4 that are transforming the world in general and the field of data science in particular at an unprecedented pace.

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AWS Machine Learning Blog

APRIL 22, 2024

This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability. 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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AWS Machine Learning Blog

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. This blog post outlines various use cases where we’re using generative AI to address digital publishing challenges.

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ODSC - Open Data Science

AUGUST 3, 2023

ODSC Keynote — Infuse Generative AI in your apps using Azure OpenAI Service Eve Psalti | Principal Group Program Manager | Microsoft Join this session to learn how Azure OpenAI Service can help your business integrate large language models to help create innovative applications.

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ODSC - Open Data Science

SEPTEMBER 8, 2023

Building a ChatGPT-Powered and Voice-Enabled Assistant using React and Express In this post, we’ll walk through how to build a simple chatbot powered by the ChatGPT language model (in this case GPT-35-Turbo). US Copyright Office Open to Public Opinion on AI and Copyright Starting on August 30th. Catch this flash sale ASAP!

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ODSC - Open Data Science

AUGUST 11, 2023

EVENT — ODSC APAC 2023 Virtual Conference: August 22–23rd, 2023 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.

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Snorkel AI

JUNE 7, 2023

Across thirteen sessions, the speakers commented on the current and future state of artificial intelligence and machine learning. They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches.

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Snorkel AI

JUNE 7, 2023

Across thirteen sessions, the speakers on the current and future state of artificial intelligence and machine learning. They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches.

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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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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.

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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.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

He highlights innovations in data, infrastructure, and artificial intelligence and machine learning that are helping AWS customers achieve their goals faster, mine untapped potential, and create a better future. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases.

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AWS Machine Learning Blog

FEBRUARY 1, 2024

Full stack generative AI Although a lot of the excitement around generative AI focuses on the models, a complete solution involves people, skills, and tools from several domains. Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs).

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AWS Machine Learning Blog

MAY 15, 2024

We cover the technical implementation using the Anthropic Claude large language model (LLM) on Amazon Bedrock and AWS Lambda deployed with the AWS Serverless Application Model (AWS SAM). This post demonstrates how to use advanced prompt engineering to control an LLM’s behavior and responses.

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AWS Machine Learning Blog

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. In such cases, you can use frameworks like LangChain, which we discuss in the next section.

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AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Learn more about our commitment to Responsible AI and additional responsible AI resources to help our customers.

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