ODSC - Open Data Science

FEBRUARY 1, 2024

Datasets for Fine-Tuning Large Language Models, Prompt Engineering Use Cases, and How to Ace the Data Science Interview 10 Datasets for Fine-Tuning Large Language Models In this blog post, we will explore ten valuable datasets that can assist you in fine-tuning or training your LLM. Register by Friday to get this deal!

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Hacker News

AUGUST 3, 2023

The rise of Large Language Models (LLMs) is revolutionizing how we interact with technology. Today, ChatGPT and other LLMs can perform cognitive tasks involving natural language that were unimaginable a few years ago. The exploding popularity of conversational AI tools has also raised serious concerns about AI safety.

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Towards AI

APRIL 4, 2024

Author(s): Abhinav Kimothi Originally published on Towards AI. Image generated using Yarnit AI by the author 30th November, 2022 will be remembered as the watershed moment in artificial intelligence. Interest in previously obscure terms like Generative AI and Large Language Models (LLMs), was unstoppable over the following 15 months.

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IBM Journey to AI blog

DECEMBER 20, 2023

Artificial intelligence (AI) is a transformative force. The automation of tasks that traditionally relied on human intelligence has far-reaching implications, creating new opportunities for innovation and enabling businesses to reinvent their operations. What is an AI strategy?

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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. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

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IBM Journey to AI blog

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Life sciences industry is beginning to take notice and aims to leapfrog the technological advances.

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AWS Machine Learning Blog

DECEMBER 14, 2023

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models in Amazon SageMaker JumpStart , a machine learning (ML) hub offering models, algorithms, and solutions. We now extend its transformative touch to the world of text-to-image generation.

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AWS Machine Learning Blog

NOVEMBER 8, 2023

This post explores how Amazon CodeWhisperer can help with code optimization for sustainability through increased resource efficiency. In this post, we discover how Amazon CodeWhisperer helps address these concerns and reduce the environmental footprint of your code.

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Google Research AI blog

JULY 20, 2023

Technical Program Manager, Head of Societal Context Understanding Tools and Solutions (SCOUTS), Google Research AI-related products and technologies are constructed and deployed in a societal context : that is, a dynamic and complex collection of social, cultural, historical, political and economic circumstances. Posted by Donald Martin, Jr.,

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Defined.ai blog

AUGUST 10, 2023

Welcome to the world of financial data, where every digit has a story to tell, and Artificial Intelligence (AI) assumes the role of a compelling storyteller. With more companies shifting towards data-driven decision-making, understanding financial data and leveraging AI’s power has never been more crucial.

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IBM Journey to AI blog

FEBRUARY 2, 2024

That’s why the Recording Academy partnered with IBM to build a content supply chain that would save hundreds of hours of research, writing and production time while offering creative flexibility and easy review. The solution: AI Stories with IBM watsonx. But until now, content production had been highly manual and laborious.

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Alation

AUGUST 18, 2022

How do you approach data lineage? We all know that data lineage is a complex and challenging topic. In this blog, I am drilling into something I’ve been thinking about and studying for a long time: fundamental approaches to lineage creation and maintenance. Simply put, I find it fascinating!

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AWS Machine Learning Blog

OCTOBER 6, 2023

The applications also extend into retail, where they can enhance customer experiences through dynamic chatbots and AI assistants, and into digital marketing, where they can organize customer feedback and recommend products based on descriptions and purchase behaviors.

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AWS Machine Learning Blog

MARCH 1, 2024

The rise of artificial intelligence (AI) has created opportunities to improve the customer experience in the contact center space. With Amazon Lex bots, you can use conversational AI capabilities to enable these capabilities within your call center.

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Heartbeat

AUGUST 23, 2023

This is the promise of NLP: to transform the way we approach legal discovery. The seemingly impossible chore of sorting through mountains of legal documents can be accomplished with astonishing efficiency and precision using NLP. But exactly what is NLP , and how can it facilitate legal discovery?

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Applied Data Science

OCTOBER 25, 2021

How I learned to stop worrying and love the field This blog covers all the core themes to starting your career in data science: ? Building your professional portfolio ? How can you be certain that you possess the skills necessary for a smooth and fruitful career while avoiding spending more time and effort than necessary?

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IBM Journey to AI blog

OCTOBER 9, 2023

As governments around the globe continue experimenting with the use of AI, and looking into ways to tap into foundational models offered by generative AI, one important question stands out: How will citizens benefit from the technology? Yet AI’s impact on the public sector could be even more profound.

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AWS Machine Learning Blog

JUNE 8, 2023

But providing excellent customer service can be significantly challenging when the volume of inquiries outpaces the human resources employed to address them. Generative AI chatbots have gained notoriety for their ability to imitate human intellect. Finally, we use a QnABot to provide a user interface for our chatbot.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Visual prompts can include bounding boxes or masks that guide vision models in generating relevant and accurate outputs. In this post, we explore the basics of visual prompt engineering, its benefits, and how it can be used to solve a specific use case: image segmentation for autonomous driving.

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DagsHub

FEBRUARY 29, 2024

This makes data preparation for machine learning all the more critical, so that the models generate reliable and accurate predictions and drive business value for the organization. Sometimes, “more is less”, and incorporating additional datasets can limit the accuracy of models by introducing spurious correlations. million per year.

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ODSC - Open Data Science

MARCH 11, 2024

Google’s DeepMind is elbow-deep in some incredible pieces of research and AI innovation. 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.

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AWS Machine Learning Blog

SEPTEMBER 8, 2023

However, traditional methods of storing and searching for documents can be time-consuming and often result in a large effort to find a specific document, especially when they include handwriting. Then we dive into indexing this data into OpenSearch and demonstrate the search capabilities that become available at your fingertips.

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AWS Machine Learning Blog

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. One of the key drivers of Philips’ innovation strategy is artificial intelligence (AI), which enables the creation of smart and personalized products and services that can improve health outcomes, enhance customer experience, and optimize operational efficiency.

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IBM Journey to AI blog

JULY 10, 2023

It includes every aspect of an employee’s professional life—from workplace culture, company mission, title, daily responsibilities and co-workers to workspaces, systems, company policies and interactions with human resources. A positive employee experience can provide plenty of other benefits too.

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Heartbeat

DECEMBER 7, 2023

I decided to write a series of blogs on current topics: the elements of data governance that I have been thinking about, reading, and following for a while. Data should be designed to be easily accessed, discovered, and consumed by other teams or users without requiring significant support or intervention from the team that created it.

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Dataconomy

MAY 8, 2023

The constantly rising number of AI drawing generators is making it hard to find which one best fits your needs. If you are looking for an AI drawing generator list that explains the best of them, you have just found it and more information about AI art’s current state.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. And although our track focuses on generative AI, many other tracks have related sessions.

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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. This guide can be used as a roadmap for integrating generative AI effectively within sustainability strategies while ensuring alignment with organizational objectives.

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AWS Machine Learning Blog

MAY 31, 2024

Today, we are excited to announce that the first model in the next generation Falcon 2 family, the Falcon 2 11B foundation model (FM) from Technology Innovation Institute ( TII ), is available through Amazon SageMaker JumpStart to deploy and run inference. We recommend using SageMaker Studio for straightforward deployment and inference.

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AWS Machine Learning Blog

JUNE 5, 2024

Looking at our documentation workflows, we at Skyflow discovered areas where generative artificial intelligence (AI) could improve our efficiency. To do this, Skyflow built VerbaGPT, a generative AI tool based on Amazon Bedrock. The following figure illustrates how Skyflow deployed VerbaGPT on AWS.

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AWS Machine Learning Blog

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them.

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Explosion

AUGUST 21, 2016

In this post I’ll discuss three ways in which front-end development can improve AI technology: by improving the collection of annotated data, communicating the capabilities of the technology to key stakeholders, and exploring the system’s behaviours and errors. There’s no shortage of humans who speak better English than any computer.

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Flipboard

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? A quick scan of the web will show you lots of things that ChatGPT can do. Many of these are unsurprising: you can ask it to write a letter, you can ask it to make up a story, you can ask it to write descriptive entries for products in a catalog.

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O'Reilly Media

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

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AWS Machine Learning Blog

SEPTEMBER 29, 2023

Amazon SageMaker geospatial capabilities combined with Planet ’s satellite data can be used for crop segmentation, and there are numerous applications and potential benefits of this analysis to the fields of agriculture and sustainability. For example, satellite imagery archives can be used to track changes in a crop growing region over time.

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AWS Machine Learning Blog

OCTOBER 9, 2023

Today, we are excited to announce that the Mistral 7B foundation models, developed by Mistral AI, are available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. With 7 billion parameters, Mistral 7B can be easily customized and quickly deployed.

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AWS Machine Learning Blog

MARCH 13, 2024

Now, you can use Gemma 2B and Gemma 7B pretrained and instruction-tuned models within SageMaker JumpStart. In this post, we walk through how to deploy the Gemma model and fine tune it for your use cases in SageMaker JumpStart. SageMaker provides a curated list of models that you can choose from on the SageMaker console.

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