Analytics Vidhya

DECEMBER 25, 2022

Introduction There have been many recent advances in natural language processing (NLP), including improvements in language models, better representation of the linguistic structure, advancements in machine translation, increased use of deep learning, and greater use of transfer learning.

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Analytics Vidhya

DECEMBER 25, 2022

Introduction There have been many recent advances in natural language processing (NLP), including improvements in language models, better representation of the linguistic structure, advancements in machine translation, increased use of deep learning, and greater use of transfer learning.

Technology 271

Technology Deep Learning Modeling Analytics 271

Analytics Vidhya

JUNE 9, 2022

Power BI interviews will provide insights from a variety of data by modelling data and telling stories from data visualizations using reports and dashboards. The post Top 10 Power BI Interview Questions in 2022 appeared first on Analytics Vidhya. Source: [link] […].

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Analytics Vidhya

APRIL 16, 2023

Generative AI models, particularly large language models like GPT-3, have become a major concern due to their significant environmental impact. According to the AI Index Report 2023 by Stanford University, GPT-3 emitted carbon dioxide equivalent to 500 times the emissions of a New York-San Francisco round trip flight in 2022.

Modeling 315

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DataKitchen

NOVEMBER 29, 2021

Keep an eye on the eight top trends below that we believe will be significant in the year 2022. In 2022, data organizations will institute robust automated processes around their AI systems to make them more accountable to stakeholders. Model developers will test for AI bias as part of their pre-deployment testing.

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Analytics Vidhya

MAY 8, 2024

Introduction Since ChatGPT launched in September 2022, have you noticed how many new large language models (LLMs) have been released? That’s because there’s a big rush in the tech world to create better and smarter models. It’s hard to keep count, right?

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O'Reilly on Data

JANUARY 11, 2022

Here are my predictions for 2022. This trend started with the gigantic language model GPT-3. This may encourage the creation of more large-scale models; it might also drive a wedge between academic and industrial researchers. We will also see research on smaller models that offer better performance, like Google’s RETRO.

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Analytics Vidhya

FEBRUARY 26, 2024

Introduction Do you remember in 2022, OpenAI released DALL-E 2, a groundbreaking evolution of its predecessor? Various models, such as Midjourney, Synthesia, Steve AI, Runway, and […] The post A Must Watch: 10+ Latest Videos By Sora AI appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 28, 2023

In recent years, and especially since the start of 2022, Natural Language Processing (NLP) and Generative AI have experienced improvements. This made prompt engineering a particular skill to understand for anyone to master language models (LMs).

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Analytics Vidhya

SEPTEMBER 18, 2024

Introduction In 2022, the launch of ChatGPT revolutionized both tech and non-tech industries, empowering individuals and organizations with generative AI. Now, let’s say you’re managing a sophisticated AI pipeline expected […] The post How to Monitor Production-grade Agentic RAG Pipelines?

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CIO Business Intelligence

OCTOBER 23, 2024

Since 2022, the tech industry has experienced massive layoffs, as large tech companies have reduced their workforce numbers in response to rising interest rates and emerging generative AI technology. Then, in 2022, as pandemic restrictions began to lift, the US Federal Reserve hiked interest rates in response to historic levels of inflation.

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Analytics Vidhya

AUGUST 29, 2023

ChatGPT has been one of the most discussed topics among tech and not-so-techies since November 2022. Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. It is a type of intelligent conversation that marks the dawn of an era of intelligent conversation.

Analytics 364

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Smart Data Collective

MAY 22, 2022

Unlike ML models trained on datasets, every device gets the level of protection it needs. Are you trying to improve your ransomware defense in 2022? The post How AI Can Supercharge Your Ransomware Defense In 2022? For example, process A may be permitted on one device and blocked on another. It all depends on the risk score.

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CIO Business Intelligence

MARCH 22, 2022

Nvidia is hoping to make it easier for CIOs building digital twins and machine learning models to secure enterprise computing, and even to speed the adoption of quantum computing with a range of new hardware and software. At GTC 2022, the company announced new tools for building digital twins for scientific and engineering applications.

Modeling 144

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Smart Data Collective

MARCH 1, 2022

Twitter’s Hottest AI-Driven Bots and Tools for 2022. Twesocial’s model is all about naturally growing your audience. The post Best AI Twitter Automation Tools Marketers Should Use in 2022 appeared first on SmartData Collective. These tools use complex AI technology to make it easier to automate your Twitter marketing strategy.

Marketing 144

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KDnuggets

APRIL 25, 2022

Create and collaborate on data science projects or train machine learning models using free cloud Jupyter notebook platforms. You get a hassle-free IDE experience and free compute resources.

Machine Learning 158

Machine Learning Data Science Modeling 158

Smart Data Collective

DECEMBER 5, 2021

The following is a comprehensive guide to what you should know for the implementation of a Zero Trust security approach if it’s a 2022 organizational priority. He concluded that traditional security models were operating on an outdated assumption. Further, the user identity is assumed not to be compromised in a traditional model.

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DataKitchen

MAY 23, 2022

"The goal of DataOps is to enable predictable delivery and change management of data and all data-related artifacts such as data pipelines, data models and semantics". The post DataKitchen Named a Representative Vendor in the 2022 Gartner® Data and Analytics Essentials: #DataOps Report first appeared on DataKitchen.

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O'Reilly on Data

FEBRUARY 16, 2023

Sydney-enhanced Bing has threatened and insulted its users, in addition to being just plain wrong (insisting that it was 2022, and insisting that the first Avatar movie hadn’t been released yet). Large language models like ChatGPT and Google’s LaMDA aren’t designed to give correct results. What are the next steps?

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Smart Data Collective

OCTOBER 13, 2021

Over time, it is true that artificial intelligence and deep learning models will be help process these massive amounts of data (in fact, this is already being done in some fields). The post Biggest Trends in Data Visualization Taking Shape in 2022 appeared first on SmartData Collective.

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Dataiku

MARCH 15, 2023

The release of ChatGPT by OpenAI in December 2022 has drawn an incredible amount of attention. These models, called large language models (LLMs), are capable of generating text on a seemingly endless range of topics.

Modeling 127

Modeling Technology 127

Smart Data Collective

NOVEMBER 9, 2022

It has opened the door for companies to improve their business models in many ways. Dataiku helps its customers at every stage, from data preparation to analytics applications, to implement a data-driven model and make better decisions. It helps enterprises overcome challenges by implementing data-driven models. Indium Software.

Machine Learning 122

Machine Learning Testing Cost-Benefit Data-driven 122

CIO Business Intelligence

MAY 21, 2025

The migration away from its on-prem installation to SAPs cloud platform began in earnest in 2022. Yet Funai is clear that enterprises dragging their feet are resisting the inevitable move to a SaaS model. To be sure, ERP transformations remain a make-or-break initiative for IT leaders.

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O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. It’s important to understand that ChatGPT is not actually a language model. It’s a convenient user interface built around one specific language model, GPT-3.5,

IT 349

IT Modeling Testing Risk 349

O'Reilly on Data

JUNE 15, 2023

The world changed on November 30, 2022 as surely as it did on August 12, 1908 when the first Model T left the Ford assembly line. The creators of generative AI systems and Large Language Models already have tools for monitoring, modifying, and optimizing them.

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KDnuggets

JANUARY 17, 2022

He also argues that MLops is not the fundamental missing ingredient – instead, an effective ML leadership practice must be the dog that wags the model-integration tail. In this article, Eric Siegel summarizes the recent KDnuggets poll results and argues that the pervasive failure of ML projects comes from a lack of prudent leadership.

Machine Learning 157

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CIO Business Intelligence

JUNE 19, 2024

And at the heart of that new business model journey was, and continues to be, CIO Pedro de Freitas and group head of digital engineering and innovation, Maria Stranne. “We We’ve gone from having 20% of our business on SAP at the end of 2022, to 77% today.” The second area is SKF to develop its own AI models within its core business.

Modeling 108

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O'Reilly on Data

NOVEMBER 28, 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. 16% of respondents working with AI are using open source models. A few have even tried out Bard or Claude, or run LLaMA 1 on their laptop.

Enterprise 343

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AWS Big Data

FEBRUARY 7, 2025

DeepSeek-R1 is a powerful and cost-effective AI model that excels at complex reasoning tasks. You can use the flexible connector framework and search flow pipelines in OpenSearch to connect to models hosted by DeepSeek, Cohere, and OpenAI, as well as models hosted on Amazon Bedrock and SageMaker.

Data Processing 68

Data Processing Dashboards Modeling Statistics 68

O'Reilly on Data

AUGUST 8, 2023

I’m sure that nobody will be surprised that the number of searches for ChatGPT on the O’Reilly learning platform skyrocketed after its release in November, 2022. Although large language models clearly fall into the category of NLP, we suspect that most users associate NLP with older approaches to building chatbots.

Machine Learning 246

Machine Learning Modeling Software IT 246

O'Reilly on Data

OCTOBER 11, 2022

Gartner has anointed “Hyperautomation” one of the top 10 trends for 2022. Data integration problems aren’t pretty; they’re boring, uninteresting, the “killing field of any modeling project,” as Lorien Pratt has said. Even when there are no egregious errors, models need to be retrained to remain relevant. Should it be?

Data Integration 353

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datapine

DECEMBER 11, 2019

billion by 2022—a level of growth that will shape SaaS trends in 2020. SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. 2019 was a breakthrough year for the SaaS world in many ways.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

CIO Business Intelligence

OCTOBER 30, 2024

There was a survey done by DataRobot in 2022, and algorithmic bias actually caused a loss in revenue of 62%, and a 61% loss in customers. And we need to create governance models that can be integrated across functions. There was a 43% loss in employees, not to mention the legal fees. There are business implications.

Technology 131

Technology Strategy Risk IT 131

DataRobot

JANUARY 20, 2022

The UK Government Health and Care Bill sets up Integrated Care Systems (ICSs) as legal entities from July 2022. The following is a summary list of the key data-related priorities facing ICSs during 2022 and how we believe the combined Snowflake & DataRobot AI Cloud Platform stack can empower the ICS teams to deliver on these priorities.

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