Dataversity

JANUARY 10, 2022

A whole host of issues emerged in 2021 related to AI – from leveraging AI and automation to fill in the gaps of the shifting working landscape where mass resignations are hitting every industry and algorithms falling short on promises made by industry leaders. It was a dynamic year for those in the AI industry […].

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Towards AI

MAY 13, 2024

Since the emergence of ChatGPT in 2022, AI has dominated discussions. So, in this blog post, let’s take a look at what exactly an AI supercomputer is and how it trains large AI models such as GPT3, GPT4, and even the latest GPT-4o, that power ChatGPT and BingChat. Join thousands of data leaders on the AI newsletter.

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Data Science Dojo

JANUARY 18, 2023

Despite major layoffs in 2022, there are many optimistic fintech trends to look out for in 2023. In this blog, let’s see what the future holds for fintech trends in 2023. While 2022 saw the world recovering from COVID as businesses turned to virtual spaces for innovation, it also experienced some of the worst layoffs.

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NYU Center for Data Science

AUGUST 2, 2023

This entree is a part of our Meet the Faculty blog series, which introduces and highlights faculty who have recently joined CDS CDS Visiting Research Professor, Arian Maleki Meet Arian Maleki , who will join CDS for the upcoming fall semester as a Visiting Research Professor. By Meryl Phair

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Dataversity

DECEMBER 15, 2021

The new year will bring us many exciting developments in data-enabling technologies including the merging of artificial intelligence with quantum computing and graph neural networks, which will power extremely complex, next-generation algorithms. Knowledge graphs will become lego-like with the ability to be plugged into diverse applications.

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ML @ CMU

MARCH 31, 2023

This blog post discusses the effectiveness of black-box model explanations in aiding end users to make decisions. The stages of evaluation are adapted from Doshi-Velez and Kim (2017); we introduce an additional stage, use-case-grounded algorithmic evaluations, in a recent Neurips 2022 paper [ 2 ]. NeurIPS, 2022.

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Data Science Dojo

JANUARY 13, 2023

In this blog, we will discuss the latest 6 projects that can escalate your data science career and boost your data science portfolio in a competitive era. Here is a dataset based on tweets about the FIFA world cup 2022 to help you get started, you can use this to train a model to predict the sentiment behind each Tweet. 3.

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Data Science Dojo

JANUARY 29, 2024

In fact, in 2022, 50% of consumers in the US said they use voice search every day. Designs will look better and be more user-friendly as AI analyzes algorithms to understand a user’s tastes and needs and then personalized website designs to fit them accordingly. AI plays a significant role in optimizing voice search.

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NYU Center for Data Science

JUNE 16, 2023

This entree is a part of our Meet the Fellow blog series, which introduces and highlights Faculty Fellows who have recently joined CDS CDS Assistant Professor/Faculty Fellow, Umang Bhatt Meet CDS Assistant Professor/Faculty Fellow Umang Bhatt , who will join CDS this fall. In 2022, he was awarded a J.P.

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DrivenData Labs

MAY 18, 2023

Two exciting recent projects I've worked on involve introducing a new algorithm for differentially private synthetic data generation - the focus of the DrivenData competition I participated in - and the foundations of rule-based explanations in machine learning. Here are my lists for books and articles from 2022.

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NYU Center for Data Science

SEPTEMBER 6, 2023

This entree is a part of our Meet the Fellow blog series, which introduces and highlights Faculty Fellows who have recently joined CDS CDS Faculty Fellow, Cory McCartan Meet Cory McCartan , who joined CDS as a faculty fellow and Data Science Assistant Professor this July.

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IBM Journey to AI blog

JANUARY 25, 2024

A recent report shows a significant increase in the cost of manufacturing downtime from 2021 to 2022, with Fortune Global 500 companies now losing 11% of their yearly turnover which amounts to nearly USD 1.5 Consider these questions: Do you have a platform that combines statistical analyses, prescriptive analytics and optimization algorithms?

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NYU Center for Data Science

JUNE 2, 2023

This entree is a part of our Meet the Faculty blog series, which introduces and highlights faculty who have recently joined CDS CDS Clinical Assistant Professor and Director of Undergraduate Studies, Louis Mittel Meet Louis Mittel, who started as Clinical Assistant Professor and Director of Undergraduate Studies at CDS this month.

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Google Research AI blog

FEBRUARY 10, 2023

Robust algorithm design is the backbone of systems across Google, particularly for our ML and AI models. Hence, developing algorithms with improved efficiency, performance and speed remains a high priority as it empowers services ranging from Search and Ads to Maps and YouTube. You can find other posts in the series here.)

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ML @ CMU

MARCH 30, 2023

This blog post discusses the effectiveness of black-box model explanations in aiding end users to make decisions. The stages of evaluation are adapted from Doshi-Velez and Kim (2017); we introduce an additional stage, use-case-grounded algorithmic evaluations, in a recent Neurips 2022 paper [ 2 ]. NeurIPS, 2022.

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IBM Journey to AI blog

APRIL 11, 2023

Read the 2022 IBM Impact Report Embedding ethics across practices For IBM, it starts by creating a culture of ethics across the company. In 2022, we exceeded our target to train 1,000 ecosystem partners in technology ethics. Learn more about this and other initiatives at our IBM Impact Report 2022.

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AWS Machine Learning Blog

DECEMBER 7, 2023

Amazon Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts. Calculating courier requirements The first step is to estimate hourly demand for each warehouse, as explained in the Algorithm selection section.

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Smart Data Collective

SEPTEMBER 26, 2022

In this blog post, you’ll see the top four business blockchain trends for 2022 and their long-term benefits. Learn more on the trending topics within the blockchain arena in 2022 below. This has seen protocols like Ethereum moving from PoW to PoS to try and make its algorithm more eco-friendly. Final thoughts.

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IBM Journey to AI blog

JANUARY 25, 2024

These issues require more than a technical, algorithmic or AI-based solution. Consider, for example, who benefits most from content-recommendation algorithms and search engine algorithms. Algorithms and models require targets or proxies for Bayes error: the minimum error that a model must improve upon.

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Google Research AI blog

MAY 25, 2023

Despite the extensive literature on algorithm design for clustering, few practical works have focused on rigorously protecting the user's privacy during clustering. To ensure privacy in a rigorous sense, one solution is to develop differentially private (DP) clustering algorithms. Source , rights: CC-BY-SA-4.0

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Google Research AI blog

FEBRUARY 2, 2023

For research, it has not only reduced language model latency for users , designed computer architectures , accelerated hardware , assisted protein discovery , and enhanced robotics , but also provided a reliable backend interface for users to search for neural architectures and evolve reinforcement learning algorithms.

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Data Science Dojo

MARCH 18, 2024

This is the first blog in the series of RAG and finetuning, focusing on providing a better understanding of the two approaches. ChatGPT’s response to an inquiry about the winner of the FIFA World Cup 2022 Moreover, the limitations of AI models extend beyond current events to specialized knowledge domains.

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Flipboard

FEBRUARY 13, 2023

We will look back on November 2022 as the moment when A.I. AI algorithms can analyze customer data and predict which products or services they are most likely to be interested in. AI algorithms can analyze customer data and generate personalized content based on the customer’s interests and preferences. Initiation and A.I.

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IBM Journey to AI blog

MAY 6, 2024

In 2022, less than 10% of trial participants for FDA approval were Black, fewer than 12% were Asian, under 13% were Hispanic, and women constituted less than 50% (Exhibit 3), not reflective of the current US population. These algorithms can help curate highly personalized advertisements and content tailored to the desired audience.

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Dataconomy

JULY 12, 2023

This adaptable AI program can write blog posts, articles, and social media captions, among other types of material. It comprehends the specifics and demands of many platforms, like social media, blogs, and newsletters, enabling you to produce engaging content that connects with your target audience.

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IBM Journey to AI blog

OCTOBER 30, 2023

The global AI market is projected to grow to USD 190 billion by 2025, increasing at a compound annual growth rate (CAGR) of 36.62% from 2022, according to Markets and Markets. Real-time data analytics helps in quick decision-making, while advanced forecasting algorithms predict product demand across diverse locations.

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Heartbeat

FEBRUARY 2, 2024

The significance of VQA extends beyond traditional computer vision tasks, requiring algorithms to exhibit a broader understanding of context, semantics, and reasoning. It's remarkable diversity and scale position it as a cornerstone for evaluating and benchmarking VQA algorithms.

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Ocean Protocol

JANUARY 25, 2024

Introduction This blog introduces the kickoff of the 2024 Ocean Protocol Data Challenge Championship. Additional details about the 2023 Season can be found in this blog post. 2022 & 2023 data challenges tested different time durations between 7–30 days. Are you the top Data Scientist in the land?

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Ocean Protocol

AUGUST 8, 2023

This blog will detail findings from the 6-person, invite-only data challenge. Second Place — Matin Nahvi ($1500) Matin broke down public data from Twitter, Github, On chain activity, and Medium blog posts to gather data to be used for this second part analysis. Describe the ML model you chose and explain why it suited this task.

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Tableau

JULY 12, 2022

July 12, 2022 - 8:54pm. July 13, 2022. By default, results are sorted by relevance, allowing you and your users to take advantage of the established Tableau ranking algorithms. To learn more, read our blog post about the reimagined Tableau Search experience. Kevin Glover. Director, Product Management, Tableau.

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Snorkel AI

JUNE 12, 2023

They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1. Better data almost always has a greater impact than fancier models or algorithms in AI—and yet, data development has always been undersupported by AI formalisms and technology. The key differentiator? Footnotes (1) Brants et al.

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Snorkel AI

JUNE 12, 2023

They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1. Better data almost always has a greater impact than fancier models or algorithms in AI—and yet, data development has always been undersupported by AI formalisms and technology. The key differentiator? Footnotes (1) Brants et al.

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Pickl AI

SEPTEMBER 3, 2023

The following blog will provide you a thorough evaluation on how Anomaly Detection Machine Learning works, emphasising on its types and techniques. CAGR during 2022-2030. The specific techniques and algorithms used can vary based on the nature of the data and the problem at hand. Billion which is supposed to increase by 35.6%

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Tableau

JULY 12, 2022

July 12, 2022 - 8:54pm. July 13, 2022. By default, results are sorted by relevance, allowing you and your users to take advantage of the established Tableau ranking algorithms. To learn more, read our blog post about the reimagined Tableau Search experience. Kevin Glover. Director, Product Management, Tableau.

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IBM Journey to AI blog

APRIL 6, 2023

and other states are also proposing algorithmic HR regulations. Learn more about data strategy The post NYC puts AI on notice: How a new HR regulation in NYC is impacting global processes appeared first on IBM Blog. Washington, D.C. In addition, countries like Canada, China, Brazil, and Greece have also implemented data privacy laws.

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Chatbots Life

MAY 15, 2023

Unlocking the Potential Of Generative AI for Enterprises: Statistics, Use Cases, Top Business Examples In 2022, Generative AI (Artificial Intelligence) has become a hot topic, with social media platforms showcasing images created by generative machine learning models like DALL-E and Stable Diffusion. from 2022 to 2031. billion in 2022.

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DataRobot Blog

SEPTEMBER 1, 2022

DataRobot includes a new workflow that enables the ability to deploy a custom model (or algorithm) to the Algorithmia inference environment, while automatically generating a DataRobot deployment that is connected to the Algorithmia Inference Model (algorithm). 1 IDC, MLOps – Where ML Meets DevOps, doc #US48544922, March 2022.

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