Applied Data Science

MARCH 11, 2022

Gamification in AI — How Learning is Just a Game A walkthrough from Minsky’s Society of Mind to today’s renaissance of multi-agent AI systems. Even more, how and why has Minsky’s message acquired a whole new substance in the recent years of AI progress? Many AI researchers think there is.

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AssemblyAI

AUGUST 22, 2023

In the interim, it was actually image models like DALL-E 2 and Stable Diffusion that instead took the limelight and gave the world a first look at the power of modern AI models. More recently, a new method called Reinforcement Learning from AI Feedback (RLAIF) sets a new precedent, both from performance and ethical perspectives.

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Snorkel AI

MARCH 1, 2023

Foundation models are large AI models trained on enormous quantities of unlabeled data—usually through self-supervised learning. Foundation models underpin generative AI capabilities, from text-generation to music creation to image generation. What is self-supervised learning? Find out in the guide below.

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AWS Machine Learning Blog

OCTOBER 30, 2024

For this demonstration, we use a public Amazon product dataset called Amazon Product Dataset 2020 from a kaggle competition. About the Authors Kara Yang is a Data Scientist at AWS Professional Services in the San Francisco Bay Area, with extensive experience in AI/ML. Kara is passionate about innovation and continuous learning.

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Towards AI

FEBRUARY 11, 2025

Author(s): Richie Bachala Originally published on Towards AI. Beyond Scale: Data Quality for AI Infrastructure The trajectory of AI over the past decade has been driven largely by the scale of data available for training and the ability to process it with increasingly powerful compute & experimental models. The key insight?

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Dataconomy

AUGUST 22, 2024

Aleksandr Timashov is an ML Engineer with over a decade of experience in AI and Machine Learning. I chose Computer Vision as one of my favourite fields of AI. You told us you were implementing these projects in 2020-2022, so it all started amid the Covid-19 times. Did the pandemic and isolation complicate your work?

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Google Research AI blog

JANUARY 18, 2023

Over the next several weeks, we will discuss novel developments in research topics ranging from responsible AI to algorithms and computer systems to science, health and robotics. Top Responsible AI AI must be pursued responsibly. More than words on paper, we apply our AI Principles in practice. Let’s get started!

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AssemblyAI

JULY 18, 2023

To build generative AI applications leveraging spoken data, product and development teams will need accurate speech to text as a critical component of their AI pipeline. We’re excited to see the innovative AI products built with the improved results from our Conformer-2 model. 5206-5210, doi: 10.1109/ICASSP.2015.7178964.

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Snorkel AI

FEBRUARY 6, 2023

  Anirudh Koul is Machine Learning Lead for the NASA Frontier Development Lab and the Head of Machine Learning Sciences at Pinterest. He presented at Snorkel AI’s 2022 Future of Data Centric AI (FDCAI) Conference. And that’s the power of self-supervised learning. So here’s this example.

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Snorkel AI

FEBRUARY 6, 2023

Anirudh Koul is Machine Learning Lead for the NASA Frontier Development Lab and the Head of Machine Learning Sciences at Pinterest. He presented at Snorkel AI’s 2022 Future of Data Centric AI (FDCAI) Conference. And that’s the power of self-supervised learning. So here’s this example.

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Mlearning.ai

SEPTEMBER 4, 2023

Short-termism: AI budgets are increasing, but much of that spending is taken from other business areas. This downward pressure forces AI projects to be less exploratory, less patient (e.g., Do Foundation Model Providers Comply with the EU AI Act?” overlooking safety, security, compliance, and governance), and hastier.

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Towards AI

MARCH 28, 2023

Last Updated on March 30, 2023 by Editorial Team Author(s): Ronny Polle Originally published on Towards AI. My final pre-processing pipeline was heavily inspired by first place winning solution for Crop Detection from Satellite Imagery competition organized by CV4A workshop at ICLR 2020. A full description with ablations and code.

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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. Their conversation touched on the applications and misconceptions of RAG, the future of AI in the enterprise, and the roles of data and evaluation in improving AI systems.

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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. Their conversation touched on the applications and misconceptions of RAG, the future of AI in the enterprise, and the roles of data and evaluation in improving AI systems.

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Snorkel AI

MAY 25, 2023

Data scientists and researchers train LLMs on enormous amounts of unstructured data through self-supervised learning. The model then predicts the missing words (see “what is self-supervised learning?” Next, OpenAI released GPT-3 in June of 2020.

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Snorkel AI

MAY 25, 2023

Data scientists and researchers train LLMs on enormous amounts of unstructured data through self-supervised learning. The model then predicts the missing words (see “what is self-supervised learning?” Next, OpenAI released GPT-3 in June of 2020.

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Natural Language Processing Python Machine Learning Machine Learning 52

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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IBM Journey to AI blog

JUNE 23, 2023

With the advent of artificial intelligence (AI) , however, companies are now implementing cognitive process automation that enables self-service options for customers and agents self-service and assists in automating many other functions, such as the IT Help Desk and employee HR capabilities.

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