Dataconomy

APRIL 28, 2025

France pioneered a voluntary repairability index in 2021, but EU smartphone ecodesign 2025 makes a harmonised, enforceable version mandatory across the single market. Laggards cluster among entry-level OEMs that outsource design and run on razor-thin margins; for them, the seven-year spare-part stockpile is a capital-intensive hurdle.

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Pickl AI

APRIL 1, 2025

Metrics like accuracy, precision, recall, F1-score, and MSE help evaluate classification, regression, and clustering models to ensure they effectively solve real-world problems and deliver accurate results. In 2021, it was valued at $15.44 Silhouette Score and ARI are important for clustering evaluation.

Machine Learning 52

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Flipboard

APRIL 4, 2023

The crux of the clash was whether Google’s AI solution to one of chip design’s thornier problems was really better than humans or state-of-the-art algorithms. The standard cells are then collected into clusters to help speed up the training process. It was described by observers as a “trainwreck” and an “ambush”. Kahng was reviewer #3.)

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EDA Algorithm Clustering Machine Learning 177

IBM Journey to AI blog

NOVEMBER 13, 2023

Nodes run the pods and are usually grouped in a Kubernetes cluster, abstracting the underlying physical hardware resources. AI and machine learning Building and deploying artificial intelligence (AI) and machine learning (ML) systems requires huge volumes of data and complex processes like high performance computing and big data analysis.

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AWS Machine Learning Blog

JUNE 7, 2023

This blog post is co-written with Dr. Ebtesam Almazrouei, Executive Director–Acting Chief AI Researcher of the AI-Cross Center Unit and Project Lead for LLM Projects at TII. This impressive achievement reflects the UAE’s dedication to push the boundaries of AI innovation,” continues Dr. Almazrouei. “By In 2022, Hoffman et al.

Clustering 104

Clustering Machine Learning Machine Learning AWS 104

AWS Machine Learning Blog

OCTOBER 5, 2023

Our high-level training procedure is as follows: for our training environment, we use a multi-instance cluster managed by the SLURM system for distributed training and scheduling under the NeMo framework. He is passionate about applying machine learning, optimization, and generative AI techniques to various real-world problems.

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DrivenData Labs

DECEMBER 10, 2023

We are very interested in how AI-based research assistants can help NASA, and we received a diverse variety of cutting-edge AI approaches from around the globe in the Research Rovers challenge. degree in AI and ML specialization from Gujarat University, earned in 2019. bge-small-en-v1.5 He holds an M.S.

AI 147

AI AI Natural Language Processing Artificial Intelligence 147

Ocean Protocol

SEPTEMBER 20, 2023

The image above details correlations between volume and revenue in the last 2 years (2021–2023). A winning highlight in this report showed that a drop in average transaction value around June 2021 coincides with a significant drop in gas prices. About Ocean Protocol Ocean was founded to level the playing field for AI and data.

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Clustering Exploratory Data Analysis Data Scientist Data Analysis 98

AWS Machine Learning Blog

DECEMBER 12, 2023

Solution overview GPT NeoX and Pythia models GPT NeoX and Pythia are the open-source causal language models by Eleuther-AI with approximately 20 billion parameters in NeoX and 6.9 Next, we also evaluate the loss trajectory of the model training on AWS Trainium and compare it with the corresponding run on a P4d (Nvidia A100 GPU cores) cluster.

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Flipboard

JUNE 6, 2025

We introduce some use case-specific methods, such as temporal frame smoothing and clustering, to enhance the video search performance. The CLIP (Contrastive Language-Image Pre-training) model, introduced in 2021, represents a significant milestone in the field of computer vision.

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Tableau

MAY 5, 2021

May 5, 2021 - 3:34pm. May 5, 2021. Smarter analytics for everyone powered by AI . It puts data science techniques and AI into the hands of business experts. . Powerful AI tools that were once limited to specialized data scientists are now within reach of the business user. Francois Ajenstat. Kristin Adderson.

Tableau 98

Tableau Analytics Analytics Data Science 98

Mlearning.ai

JANUARY 17, 2024

Each section of this story comprises a discussion of the topic plus a curated list of resources, sometimes containing sites with more lists of resources: 20+: What is Generative AI? 95x: Generative AI history 600+: Key Technological Concepts 2,350+: Models & Mediums — Text, Image, Video, Sound, Code, etc.

AI 98

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AWS Machine Learning Blog

FEBRUARY 25, 2025

In 2021, Applus+ IDIADA , a global partner to the automotive industry with over 30 years of experience supporting customers in product development activities through design, engineering, testing, and homologation services, established the Digital Solutions department. This would explain why k-NN-based models outperform LLM-based models.

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Algorithm Machine Learning Machine Learning K-nearest Neighbors 86

IBM Journey to AI blog

MAY 12, 2023

IBM Consulting™ helped the customer modernize its architecture for a heavily used business-to-business conversational AI app. Along the way, it needed to transform its organizational footprint, technology architecture and workplace culture—all sustainably.

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Tableau

JUNE 8, 2021

June 8, 2021 - 8:20pm. June 11, 2021. Concurrency: Our customers are starting to use Databricks SQL Analytics endpoints to run SQL- and BI-optimized compute clusters within a Databricks lakehouse. Francois Zimmermann. EMEA Field CTO, Tableau. Brian Dirking. Senior Director, Partner Marketing, Databricks. Kristin Adderson.

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ODSC - Open Data Science

JUNE 19, 2024

According to the Financial Times , High-Flyer Capital Management, a prominent Chinese quantitative hedge fund, is making waves by leveraging its AI expertise to challenge AI giants such as OpenAI and others with its new model, DeepSeek-V2. Shortly after DeepSeek’s release, technology giant ByteDance slashed its prices to Rmb0.60

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AWS Machine Learning Blog

SEPTEMBER 18, 2024

The ZMP analyzes billions of structured and unstructured data points to predict consumer intent by using sophisticated artificial intelligence (AI) to personalize experiences at scale. As an early adopter of large language model (LLM) technology, Zeta released Email Subject Line Generation in 2021.

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ODSC - Open Data Science

OCTOBER 18, 2023

A 2021 VentureBeat analysis suggests that 87% of AI models never make it to a production environment and an MIT Sloan Management Review article found that 70% of companies reported minimal impact from AI projects. Completing Knowledge Discovery fast at High Quality with AI Alex Liu, Ph.D.

Machine Learning 52

Machine Learning Machine Learning Clustering Data Science 52

Flipboard

FEBRUARY 7, 2025

DeepSeek-R1 is a powerful and cost-effective AI model that excels at complex reasoning tasks. This example provides a solution for enterprises looking to enhance their AI capabilities. To learn more about deploying DeepSeek-R1 on SageMaker, refer to Deploying DeepSeek-R1 Distill Model on AWS using Amazon SageMaker AI.

Database 86

Database AWS Python ML 86

Flipboard

MAY 29, 2025

This routine can be conducted at scale using an Amazon SageMaker AI processing job. If you need to generate embedding asynchronously, use a SageMaker AI processing or transform step. In this example, we use a SageMaker AI processing job with a custom Docker image for generating embeddings in batch.

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Flipboard

APRIL 11, 2023

In 2022, security wasn’t in the news as often as it was in 2020 and 2021. Lately, I’ve been reading about Pinecone DB , a vector database that looks like it will be a good match for AI applications. Ultimately, though, a bigger problem needs to be addressed: how do organizations keep their software updated with security patches?

Database 170

Database Python Clustering SQL 170

Pickl AI

NOVEMBER 5, 2024

Summary: Data Science and AI are transforming the future by enabling smarter decision-making, automating processes, and uncovering valuable insights from vast datasets. Introduction Data Science and Artificial Intelligence (AI) are at the forefront of technological innovation, fundamentally transforming industries and everyday life.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Machine Learning 52

Flipboard

NOVEMBER 24, 2023

Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. Amazon Bedrock is the easiest way to build and scale generative AI applications with foundation models (FMs). Using AI, AutoLink automatically identified and suggested potential matches.

Database 156

Database AWS ETL SQL 156

Mlearning.ai

APRIL 8, 2023

What is Natural Language Processing (NLP) Natural Language Processing (NLP) is a subfield of artificial intelligence (AI) that deals with interactions between computers and human languages. Additionally, Papers published by NVIDIA AI on efficiently pre-training models has really helped push the boundaries of efficiency and speed.

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Dataconomy

APRIL 26, 2023

The strategic value of IoT development and data analytics Sierra Wireless Sierra Wireless , a wireless communications equipment designer and service provider, has been honing its focus on IoT software and managed services following its acquisition of M2M Group, a cluster of companies dedicated to IoT connectivity, in 2020.

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AWS Machine Learning Blog

MAY 30, 2023

In 2021, we launched AWS Support Proactive Services as part of the AWS Enterprise Support plan. SageMaker supports various data sources and access patterns, distributed training including heterogenous clusters, as well as experiment management features and automatic model tuning. x acceleration training on Amazon SageMaker ).

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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. For example, with some services, users can not only create Kubernetes clusters but also deploy scalable web apps and analyze logs.

Cloud Computing 106

Cloud Computing Clustering Artificial Intelligence Artificial Intelligence 106

DrivenData Labs

DECEMBER 11, 2024

Over the past ten years, we've gotten to see a lot of attempts to apply data science and AI for social impact. There are huge ethical implications from design decisions in data science and AI, but use lags behind available tools. Bonus: Want to see how AI tools like NotebookLM work? Attention is too often steered by hype waves.

Data Science 147

Data Science Data Scientist Machine Learning Machine Learning 147

ODSC - Open Data Science

MAY 2, 2023

In the beginning of 2021, we spent time exploring various approaches for content-based recommendation engines that would not only provide high-quality recommendations across industries but would also scale as we expand the number of shops that receive these recommendations. What is the Universal Sentence Encoder?

Clustering 52

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AWS Machine Learning Blog

NOVEMBER 14, 2023

This results in a need for further fine-tuning of these generative AI models over the use case-specific and domain-specific data. What is Mistral 7B Mistral 7B is a foundation model developed by Mistral AI, supporting English text and code generation abilities. For details, see the example notebook.

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AWS Machine Learning Blog

OCTOBER 9, 2024

The service, which was launched in March 2021, predates several popular AWS offerings that have anomaly detection, such as Amazon OpenSearch , Amazon CloudWatch , AWS Glue Data Quality , Amazon Redshift ML , and Amazon QuickSight. Committed to broadening access to AI/ML, he steers the development of no-code and low-code ML solutions.

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DataRobot Blog

FEBRUARY 15, 2023

Enterprises see the most success when AI projects involve cross-functional teams. For true impact, AI projects should involve data scientists, plus line of business owners and IT teams. When you have messy data coming from all over the place, you need a powerful AI platform in order to move forward and implement your AI.

Data Scientist 52

Data Scientist AI AI Machine Learning 52

AWS Machine Learning Blog

MARCH 30, 2023

Since Steffen Baumgart took over as coach at FC Köln in 2021, the team has managed to lift themselves from the bottom and has established a steady position in the middle of the table. Additionally, the ball recovery times are sent to a specific topic in the MSK cluster, where they can be accessed by other Bundesliga Match Facts.

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Defined.ai blog

OCTOBER 9, 2022

Fight sophisticated cyber attacks with AI and ML When “virtual” became the standard medium in early 2020 for business communications from board meetings to office happy hours, companies like Zoom found themselves hot in demand. There is also concern that attackers are using AI and ML technology to launch smarter, more advanced attacks.

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Snorkel AI

SEPTEMBER 20, 2023

The introduction of ChatGPT in November 2022 upended the AI landscape. Corporate leaders soon urged data science teams to use large language models (LLMs), and data science teams turned to fine-tuning and retrieval-augmented generation (RAG) to mitigate generative AI (genAI) shortcomings. appeared first on Snorkel AI.

Data Science 59

Data Science Artificial Intelligence Artificial Intelligence Database 59

Pickl AI

SEPTEMBER 3, 2023

Key Takeaways: As of 2021, the market size of Machine Learning was USD 25.58 In 2023, the expected reach of the AI market is supposed to reach the $500 billion mark and in 2030 it is supposed to reach $1,597.1 On the other hand, 48% use ML and AI for gaining insights into the prospects and customers. CAGR during 2022-2030.

Machine Learning 52

Machine Learning Machine Learning K-nearest Neighbors Algorithm 52

Tableau

MAY 5, 2021

May 5, 2021 - 3:34pm. May 5, 2021. Smarter analytics for everyone powered by AI . It puts data science techniques and AI into the hands of business experts. . Powerful AI tools that were once limited to specialized data scientists are now within reach of the business user. Francois Ajenstat. Kristin Adderson.

Tableau 52

Tableau Analytics Analytics Data Science 52