Snorkel AI

SEPTEMBER 29, 2023

How you develop and use your proprietary data is the key to unlocking its value and to delivering accurate, reliable, and trustworthy AI and ML applications. Use this handbook to gain a thorough understanding of data labeling fundamentals as they apply to both predictive and generative AI—and to find the right approach for your project.

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ODSC - Open Data Science

SEPTEMBER 15, 2023

Believe it or not, generative AI is more than just text in a box. In addition to its prowess in crafting captivating narratives and artistic creations, generative AI demonstrates its versatility by helping users empower their own data analytics. Imagine equipping generative AI with a dataset rich in information from various sources.

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Towards AI

JULY 22, 2023

Last Updated on July 24, 2023 by Editorial Team Author(s): Cristian Originally published on Towards AI. In the context of Machine Learning, data can be anything from images, text, numbers, to anything else that the computer can process and learn from. Do you remember the first time you tried to follow a recipe?

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ODSC - Open Data Science

MARCH 22, 2023

Be sure to check out his session, “ Improving ML Datasets with Cleanlab, a Standard Framework for Data-Centric AI ,” there! What exactly is data-centric AI? Data-centric AI instead asks how we can systematically engineer better data through algorithms/automation. A common gripe I hear is: “Garbage in, garbage out.

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Towards AI

MARCH 1, 2023

Last Updated on March 4, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What ChatGPT And Generative AI Mean For Your Business? Generative AI could potentially become a powerful tool for businesses, providing a new basis for competitive advantage.

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Chatbots Life

APRIL 19, 2024

As per a recent Gartner poll , 45% of executive leaders have increased their AI investments due to the popularity of ChatGPT. Key Generative AI Business Gains The statistics provide a compelling answer. For 68% of executives, the benefits of Generative AI far outweigh the associated risks. The trends don’t end here.

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Snorkel AI

AUGUST 31, 2023

The learning stage uses techniques like semi-supervised learning that use few or no labels. Snorkelers continue to push FM boundaries Snorkelers continue to push forward the state of the art in AI and machine learning. Get your copy of the Gartner® Hype Cycle for Artificial Intelligence 2023 report today.

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Snorkel AI

AUGUST 31, 2023

The learning stage uses techniques like semi-supervised learning that use few or no labels. Snorkelers continue to push FM boundaries Snorkelers continue to push forward the state of the art in AI and machine learning. Get your copy of the Gartner® Hype Cycle for Artificial Intelligence 2023 report today.

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ODSC - Open Data Science

AUGUST 10, 2023

This perspective amalgamates language understanding and future prediction into a formidable self-supervised learning objective. As the AI landscape continues to evolve, Dynalang has the potential to reshape language-driven agent learning. You’ll get that at the ODSC West 2023 Deep Learning & Machine Learning Track.

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ODSC - Open Data Science

OCTOBER 3, 2023

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

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phData

JULY 17, 2023

How to Implement a Successful AI Strategy for Your Company Dominick Rocco July 17, 2023 AI is revolutionizing the world’s business landscape by enabling enterprises to automate tasks, create new products & services, and elevate customer experiences. But like anything else, the great power of AI requires great responsibility.

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Data Science Blog

MARCH 14, 2023

Von Big Data über Data Science zu AI Einer der Gründe, warum Big Data insbesondere nach der Euphorie wieder aus der Diskussion verschwand, war der Leitspruch “S**t in, s**t out” und die Kernaussage, dass Daten in großen Mengen nicht viel wert seien, wenn die Datenqualität nicht stimme. Artificial Intelligence (AI) ersetzt.

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Towards AI

AUGUST 1, 2023

Last Updated on August 2, 2023 by Editorial Team Author(s): Boris Meinardus Originally published on Towards AI. How the DINO framework achieved the new SOTA for Self-Supervised Learning! Transformers and Self-Supervised Learning. This way, the model will learn about different objects in a balanced way.

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Women in Big Data

DECEMBER 13, 2023

The event was part of the chapter’s technical talk series 2023. The Technical Talk Series focuses on Technical Skills, bringing awareness about a technical topic, sharing knowledge, and ways to learn/enhance required skills, thus linking it to career development. We are hearing about NLP, LLMs, ChatGPT and Generative AI a lot !

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Google Research AI blog

JULY 18, 2023

Alternatively, self-supervised learning (SSL) methods (e.g., SimCLR and MoCo v2 ), which leverage a large amount of unlabeled data to learn representations that capture periodic or quasi-periodic temporal dynamics, have demonstrated success in solving classification tasks. video or satellite imagery).

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Mlearning.ai

SEPTEMBER 24, 2023

Available at: [link] (Accessed: 8 February 2023). 2019) Applied Supervised Learning with Python. Available at: [link] (Accessed: 19 February 2023). Johnston, B. and Mathur, I. Packt Publishing. Submission Suggestions How to Make GridSearchCV Work Smarter, Not Harder was originally published in MLearning.ai

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Becoming Human

MAY 9, 2024

Use Cases of NLP Data Labeling in Finance Labeled data is used to train machine learning models, creating a better scope for supervised learning. Author Bio Vatsal Ghiya is a serial entrepreneur with more than 20 years of experience in healthcare AI software and services. Here are the Applications of NLP in Finance.

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ODSC - Open Data Science

OCTOBER 2, 2023

AI Town: AI Town is a project that aims to create a virtual world where LLMs can interact with each other and with humans. This information could help us to better understand how LLMs learn and think, and how they can be used in a variety of applications. Learn more about our upcoming events here.

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Mlearning.ai

AUGUST 8, 2023

Background Many of the new exciting AI breakthroughs have come from two recent innovations: self-supervised learning and Transformers. The student network is encouraged to learn more information representations by predicting the output of a teacher network which has a more complex architecture. What is Grounding DINO?

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AssemblyAI

DECEMBER 14, 2022

The v9 model also provides the foundation for our v10 model, which our AI research team is already working on for release in early 2023. Building world models, learning world models. So self supervised learning is one instance of one attempt at trying to reproduce this kind of learning.

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Mlearning.ai

MAY 29, 2023

There’s a twist; the approach frames supervised learning with rationales as a multi-task problem. The supervision not only predicts the task labels but also generates the corresponding rationales given the text input (and the ground truth). SOTA 3D 2023 // Your AI Mlearning.ai

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Snorkel AI

OCTOBER 31, 2023

The Snorkel AI team will present 18 research papers and talks at the 2023 Neural Information Processing Systems (NeurIPS) conference from December 10-16. The Snorkel papers cover a broad range of topics including fairness, semi-supervised learning, large language models (LLMs), and domain-specific models.

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Snorkel AI

OCTOBER 6, 2023

When it comes to AI, your proprietary data is your moat. During our The Future of Data-Centric AI virtual conference, we asked attendees how they expected to coax production-level accuracy out of LLMs. In April 2023, Snorkel AI and Together.AI How to make them work for your business appeared first on Snorkel AI.

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Snorkel AI

OCTOBER 6, 2023

When it comes to AI, your proprietary data is your moat. During our The Future of Data-Centric AI virtual conference, we asked attendees how they expected to coax production-level accuracy out of LLMs. In April 2023, Snorkel AI and Together.AI How to make them work for your business appeared first on Snorkel AI.

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Snorkel AI

JUNE 27, 2023

Chip Huyen, co-founder and CEO of Claypot AI gave a presentation entitled “Platform for Real-Time Machine Learning” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. I’m a co-founder of Claypot AI, and I assist with machine learning AI systems designed at Stanford.

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Snorkel AI

JUNE 27, 2023

Chip Huyen, co-founder and CEO of Claypot AI gave a presentation entitled “Platform for Real-Time Machine Learning” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. I’m a co-founder of Claypot AI, and I assist with machine learning AI systems designed at Stanford.

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NYU Center for Data Science

JANUARY 25, 2024

2023’s event, held in New Orleans in December, was no exception, showcasing groundbreaking research from around the globe. In the world of data science, few events garner as much attention and excitement as the annual Neural Information Processing Systems (NeurIPS) conference.

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ODSC - Open Data Science

SEPTEMBER 6, 2023

And the best place to do this is at ODSC West 2023 this October 30th to November 2nd. You can also get data science training on-demand wherever you are with our Ai+ Training platform. Learn more about our upcoming events here. So it’s becoming important to keep up with any and all changes associated with LLMs.

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Mlearning.ai

AUGUST 20, 2023

Available at: [link] (Accessed: 25 March 2023). 2019) Applied Supervised Learning with Python. Available at: [link] (Accessed: 18 April 2023). 2019) Python Machine Learning. Available at: [link] (Accessed: 25 March 2023). WRITER at MLearning.ai / 800+ AI plugins / AI Searching 2024 Mlearning.ai

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Snorkel AI

FEBRUARY 13, 2024

LLMs’ flexibility dazzles, but most AI problems don’t require flexibility. Data scientists can use distillation to jumpstart classification models or to align small-format generative AI (GenAI) models to produce better responses. Users can ask ChatGPT , Bard , or Grok any number of questions and often get useful answers.

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Snorkel AI

FEBRUARY 13, 2024

LLMs’ flexibility dazzles, but most AI problems don’t require flexibility. Data scientists can use distillation to jumpstart classification models or to align small-format generative AI (GenAI) models to produce better responses. Users can ask ChatGPT , Bard , or Grok any number of questions and often get useful answers.

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ODSC - Open Data Science

AUGUST 30, 2023

To put it simply, you may want your doctor to use an AI-powered tool to provide better treatment, but you’ll likely want it to care for your information better, than say, ChatGPT. And the best place to do this is at ODSC West 2023 this October 30th to November 2nd.

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NYU Center for Data Science

NOVEMBER 15, 2023

We’re excited to announce that many CDS faculty, researchers, and students will present at the upcoming thirty-seventh 2023 NeurIPS (Neural Information Processing Systems) Conference , taking place Sunday, December 10 through Saturday, December 16. The conference will take place in-person at the New Orleans Ernest N.

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Snorkel AI

JANUARY 16, 2024

Alex Ratner spoke with Douwe Keila, an author of the original paper about retrieval augmented generation (RAG) at Snorkel AI’s Enterprise LLM Summit in October 2023. He’s an adjunct professor at Stanford, he was previously head of research at Hugging Face and a research scientist at Facebook AI Research.

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AWS Machine Learning Blog

MARCH 6, 2024

Nature Reviews Drug Discovery 22, 260–260 (2023). Similarly, pLMs are pre-trained on large protein sequence databases using unlabeled, self-supervised learning. For example, in 2023, a research team described training a 100 billion-parameter pLM on 768 A100 GPUs for 164 days! COVID-19 Spikevax Moderna $21.8

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Google Research AI blog

JULY 23, 2023

Google is proud to be a Diamond Sponsor of the 40th International Conference on Machine Learning (ICML 2023), a premier annual conference, which is being held this week in Honolulu, Hawaii. Google is also proud to be a Platinum Sponsor for both the LatinX in AI and Women in Machine Learning workshops.

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Google Research AI blog

MAY 25, 2023

For example: Bard is an early experiment that lets you collaborate with generative AI and helps to boost productivity, accelerate ideas and fuel curiosity. As part of this experiment, you’ll see an AI-powered snapshot of key information to consider, with links to dig deeper.

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