Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Machine learning The 6 key trends you need to know in 2021 ? Case-studies from real-life business scenarios and advice you can act on.

Data Science 52

Data Science Data Scientist Machine Learning Automation 52

Dlabs.ai

AUGUST 31, 2021

AI & NLP Day 2021 Date: September 23-24h Place: Online Ticket: 399-1,599 PLN The next AI event is a little more focused, placing the lion’s share of its attention on natural language programming. ICCV 2021 Date: October 11-17th Place: Online Ticket: 50-180 USD ICCV is an international AI event focused squarely on computer vision.

Computer Vision 52

Computer Vision Big Data Deep Learning Data Science 52

IBM Journey to AI blog

MAY 21, 2024

As Victor Orta, Sevilla FC Sporting Director, explained at his conference during the World Football Summit in 2023: “We are never going to sign a player with data alone, but we will never do it without resorting to data either. In fact, paperwork is a much more significant part of the job than one might imagine.

NLP 222

NLP Natural Language Processing Explainability Big Data 222

Applied Data Science

JANUARY 4, 2022

Hiding your 2021 resolution list under a glass of champagne? To write this post we shook the internet upside down for industry news and research breakthroughs and settled on the following 5 themes, to wrap up 2021 in a neat bow: ? In 2021, the following were added to the ever growing list of Transformer applications.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 52

Ehud Reiter

AUGUST 9, 2024

In 2021 I wrote a blog Retirement on Horizon? Some people have asked me about this, so I thought I’d explain what is happening in a blog. On the university side, I’m doing more teaching and admin than in 2021 (when I was part-time at the university), but less than other colleagues.

Explainability 111

Explainability AI AI 111

Towards AI

DECEMBER 19, 2023

For example, a deep neural net used for a loan application scorecard might deny a customer, and we will not be able to explain why. This is where an explainable neural network based on generalized additive models with structured interactions (GAMI-Net) comes into the picture. arXiv: 2003.07132 where n is the sample size.

Neural Network 103

Neural Network AI Modeling Black Box AI Explainability 103

Unite.AI

MAY 27, 2024

billion from 2021 to 2026, reflecting the rapid growth and adoption of AI technologies in this domain. One of the key challenges in AI is explainability. If a regulator questions a financial institutions’ decision made with AI, the financial institution needs to be able to explain the rationale behind it.

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Explainability Machine Learning Algorithm AI 223

IBM Journey to AI blog

SEPTEMBER 24, 2024

“AI could lead to more accurate and timely predictions, especially for spotting diseases early,” he explains, “and it could help cut down on carbon footprints and environmental impact by improving how we use energy and resources.” We get tired, lose our focus, or just physically can’t see all that we need to.

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Explainability Computer Vision Convolutional Neural Networks AI 188

Marktechpost

NOVEMBER 20, 2024

One can conclude that such imperfections call for innovative and explainable data-efficient ways to improve matching performance in clinical environments. This framework integrates deep natural language understanding and generation capabilities, guaranteeing accuracy, explainability, and flexibility for analyzing unstructured medical data.

Large Language Models 81

Large Language Models Explainability Categorization AI 81

Unite.AI

DECEMBER 1, 2023

SHAP's strength lies in its consistency and ability to provide a global perspective – it not only explains individual predictions but also gives insights into the model as a whole. This method requires fewer resources at test time and has been shown to effectively explain model predictions, even in LLMs with billions of parameters.

LLM 264

LLM Machine Learning Explainability Algorithm 264

ODSC - Open Data Science

NOVEMBER 14, 2024

Empowering Career Shifts with AI and Flexible Training Founded in 2021 by Carl Madi, Tressia Hobeika, and ex-Apple engineer Edoardo Serra, Stepful aims to train individuals for entry-level healthcare roles like medical assistants and pharmacy technicians. Employers are eager to train these students, ” Madi explained.

AI 98

AI AI Explainability Generative AI 98

AWS Machine Learning Blog

NOVEMBER 26, 2024

We also ask it to extend the table until 2025, and because the data is only until 2021, the model will have to extrapolate the values. We use the following prompt to read this diagram: The steps in this diagram are explained using numbers 1 to 11. Architects could also use this mechanism to explain the floor plan to customers.

Convolutional Neural Networks 89

Convolutional Neural Networks LLM Metadata Explainability 89

IBM Journey to AI blog

APRIL 11, 2023

The new rules, which passed in December 2021 with enforcement , will require organizations that use algorithmic HR tools to conduct a yearly bias audit. It is important to choose an auditor that specializes in HR or Talent and trustworthy, explainable AI, and has RAII Certification and DAA digital accreditation.

AI Strategy 289

AI Strategy Algorithm Automation AI 289

Towards AI

NOVEMBER 16, 2024

While much existing literature explains these models from a Markov Chain perspective, alternative perspectives and conditioning methods during generation remain underexplored. Langevin Dynamics Perspective (Noise-conditioned Score Generation)while also explaining their architecture, conditioning mechanisms, and popular modifications.

ML 86

ML Explainability Neural Network Computer Vision 86

AWS Machine Learning Blog

NOVEMBER 7, 2024

They can ask questions like “What wiper blades fit a 2021 Honda CR-V?” Technical Info: Provide part specifications, features, and explain component functions. In the application, you can ask questions like “What wiper blades fit a 2021 Honda CR-V?” A user interacts with the Car Parts Agent through a web application interface.

DevOps 118

DevOps Generative AI Python Automation 118

Unite.AI

SEPTEMBER 25, 2024

Co-founder and CEO Idan Yalovich, a serial entrepreneur who previously co-founded Zest (acquired by WalkMe), explains, “As enterprises accelerate toward AI-driven solutions, managing cloud infrastructure becomes more complex.

DevOps 130

DevOps Automation Explainability Generative AI 130

The Stanford AI Lab Blog

DECEMBER 6, 2021

The thirty-fifth Conference on Neural Information Processing Systems (NeurIPS) 2021 is being hosted virtually from Dec 6th - 14th. Some of the members in our SAIL community also serve as co-organizers of several exciting workshops that will take place on Dec 13-14, so we hope you will check them out! Campbell, Kiah Hardcastle, Isabel I.C.

Neural Network 40

Neural Network Deep Learning Machine Learning NLP 40

NYU Center for Data Science

NOVEMBER 9, 2023

Canziani, who has been instrumental in updating the course content, explained that when he first taught the course with LeCun, he hadn’t fully internalized the revolutionary nature of the material himself. However, “by 2021, I finally started understanding the energy-first perspective,” Canziani explained.

Deep Learning 98

Deep Learning Explainability Machine Learning AI 98

NYU Center for Data Science

OCTOBER 3, 2024

In 2021, Vong, Lake, and Gureckis — with former NYU Psychology PhD student Aysja Johnson  — co-authored a paper titled “ Fast and flexible: Human program induction in abstract reasoning tasks ,” which examined human performance on a subset of 40 ARC tasks. We now have a much more robust estimate of human performance for the training tasks.

AI 58

AI AI Explainability Data Science 58

Unite.AI

SEPTEMBER 29, 2023

It was the right decision, as the market indeed was not ready, and this type of solution began to rise only in 2021, around 2 years after Progressify. Elai allows you to generate any type of video content, ranging from L&D videos to product explainers and personalized sales videos at scale via API.

Generative AI 269

Generative AI ML Explainability Machine Learning 269

Unite.AI

JANUARY 13, 2024

Yolov8 Explained YOLO (You Only Live Once) is a popular computer vision model capable of detecting and segmenting objects in images. Yolov5: Released in 2021, Yolov5 added powerful new features, including hyperparameter optimization and integrated experiment tracking.

Computer Vision 259

Computer Vision Python Explainability AI 259

Unite.AI

NOVEMBER 4, 2024

Before founding Ex-human, Artem was the Head of AI at Replika from 2017 to 2021, where he led the development one of the most popular English-speaking chatbots, growing its user base to 10 million in the U.S. Can you explain how your AI avatars are designed to be empathetic and responsive?

Conversational AI 246

Conversational AI Explainability Chatbots AI 246

Unite.AI

AUGUST 20, 2024

Previously, he guided Coinbase through a successful 2021 IPO as its Chief Product Officer and scaled Google Mobile Ads and Google Shopping into multi billion dollar businesses as the VP and Head of Product. Can you explain how the Generative Workflow Engine works and what advantages it offers over traditional workflow automation tools?

Explainability 130

Explainability Machine Learning Automation Large Language Models 130

IBM Journey to AI blog

AUGUST 19, 2024

Leach explained that weather models are typically much higher resolution , meaning it takes into account much more complex information. Attribution applied To test this technique, Leach and the other researchers decided to run the model for the 2021 Pacific Northwest heat wave.

Explainability 100

Explainability Artificial Intelligence Artificial Intelligence Machine Learning 100

AWS Machine Learning Blog

SEPTEMBER 23, 2024

This post explains how to use Anthropic Claude on Amazon Bedrock to generate synthetic data for evaluating your RAG system. This shift by so many companies (along with the economy recovering) helped re-accelerate AWS’s revenue growth to 37% Y oY in 2021.nConversely, nConversely, our Consumer revenue grew dramatically in 2020.

LLM 80

LLM Large Language Models Automation Machine Learning 80

DeepMind

MAY 22, 2022

In October 2021, we announced that we acquired the MuJoCo physics simulator, and made it freely available for everyone to support research everywhere. Here, we explain why MuJoCo is a great platform for open-source collaboration and share a preview of our roadmap going forward.

Explainability 57

Explainability 57

DeepMind

MAY 22, 2022

In October 2021, we announced that we acquired the MuJoCo physics simulator, and made it freely available for everyone to support research everywhere. Here, we explain why MuJoCo is a great platform for open-source collaboration and share a preview of our roadmap going forward.

Explainability 57

Explainability 57

IBM Journey to AI blog

FEBRUARY 29, 2024

One 2021 IBM survey revealed that 61% of respondents indicated they had used containers in at least 50% of the new applications they had built during the last 2 years. An even larger group of respondents (64%) reported expecting to use containers for at least 50% of the apps they would build over the next 2 years.

DevOps 295

DevOps Software Development Artificial Intelligence Artificial Intelligence 295

Unite.AI

JULY 2, 2024

Founded in 2021, Connectly is the leader in conversational artificial intelligence (AI). Can you explain why SLMs are particularly beneficial for retailers, especially in the context of chatbots? Yandong Liu is the Co-founder and CTO at Connectly.ai. He previously worked at Strava as a CTO.

Large Language Models 130

Large Language Models Artificial Intelligence Artificial Intelligence Conversational AI 130

Flipboard

FEBRUARY 3, 2023

Seattle is an “ anchor customer ” for the software, according to Chicago-based startup Truleo, a startup founded in 2021 that grew out of a platform first developed to analyze phone calls and text messages between Wall Street bankers. The Seattle Police Department has been using the technology since last year, the company says. “The

Natural Language Processing 123

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 123

AWS Machine Learning Blog

APRIL 9, 2024

In the following sections, we explain how you can use these features with either the AWS Management Console or SDK. We ask “What was the Amazon’s revenue in 2019 and 2021?” In the following sections, we explain how you can use these features with the SDK. Let’s first try a query with the default prompt.

Machine Learning 129

Machine Learning Prompt Engineering Prompt Engineer Artificial Intelligence 129

Marktechpost

DECEMBER 15, 2023

They explained that the higher resolution of precipitation events simulated with this method will allow for a better estimation of the impacts the weather conditions that caused the flooding of the river Ahr in 2021 would have had in a world warmer by 2 degrees.

Deep Learning 105

Deep Learning Convolutional Neural Networks Neural Network Artificial Intelligence 105

Unite.AI

APRIL 17, 2024

With commitments exceeding $1 billion in loans and grants since January 2021, Amazon aims to create or preserve 7,000 affordable homes in the region, contributing to Arlington’s overall economic and social well-being.” metro region. .

Artificial Intelligence 299

Artificial Intelligence Artificial Intelligence AI AI 299

Towards AI

JULY 24, 2024

TLDR; In this article, we will explain multi-hop retrieval and how it can be leveraged to build RAG systems that require complex reasoning We will showcase the technique by building a Q&A chatbot in the healthcare domain using Indexify, OpenAI, and DSPy. Virat Kohli stepped down in 2021, and 2.

Data Ingestion 88

Data Ingestion OpenAI Natural Language Processing Chatbots 88

Unite.AI

JULY 3, 2023

I had the idea for Cranium around June of 2021 when I was a partner at KPMG leading Third-Party Security services globally. He has been quoted in a number of publications and routinely speaks to groups of clients regarding trends in IT, information security, and compliance. Could you share the genesis story behind Cranium AI?

Responsible AI 162

Responsible AI AI AI Explainability 162

Allen AI

OCTOBER 1, 2024

2021 ) as well as for improving quantization methods ( Dettmers et al., 2021) , as well as work in deep learning theory ( Ji & Telgarsky, 2020 ), suggest this is not the case: in fact, during pretraining, parameters can continue to grow (i.e., 2021) found that, for T5, where the 2-norm increased over pretraining.

Explainability 52

Explainability Deep Learning Machine Learning 52

Marktechpost

NOVEMBER 10, 2023

This data exclusively comprised cases of intramedullary osteosarcoma, originating from the core of the bone, in patients who underwent both chemotherapy and surgery at the center between 2011 and 2021. The researchers explained the training process. Additionally, the pathologist estimated the PN for each patient.

Machine Learning 105

Machine Learning Explainability AI Researcher AI Research 105