Analytics Vidhya

APRIL 16, 2023

Introduction: The Era of Generative AI Generative AI has gained significant traction in recent years, with the potential to revolutionize the way we create content, design products, and interact with technology.

Deep Learning 274

Deep Learning Deep Learning AI AI 274

insideBIGDATA

NOVEMBER 28, 2023

In this contributed article, Prasad Venkatachar, Sr Director – Products & Solutions at Pliops, discusses how modern data-intensive applications that include E-commerce, Social Networking, Messaging, and online gaming services heavily depend on Key-Value stores.

Database 221

Database Big Data Big Data Deep Learning 221

Machine Learning Research at Apple

MARCH 28, 2024

Neural Network Language Models (NNLMs) of Virtual Assistants (VAs) are generally language-, region-, and in some cases, device-dependent, which increases the effort to scale and maintain them. Combining NNLMs for one or more of the categories could be one way to improve scalability.

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Hacker News

FEBRUARY 9, 2024

Until earlier this week, the support website for networking equipment vendor Juniper Networks was exposing potentially sensitive information tied to customer products, including which devices customers bought, as well as each product’s warranty status, service contracts and serial numbers. Sunnyvale, Calif.

Computer Science 181

Computer Science Computer Science Artificial Intelligence Artificial Intelligence 181

Dataconomy

MARCH 19, 2024

Telecom infrastructure like data centers, networks, and towers rely heavily on electricity, contributing significantly to emissions. Renewable energy procurement through power purchase agreements is a common approach, along with improving the energy efficiency of networks through 5G and fibre rollouts.

AI 192

AI AI 192

Data Science Dojo

OCTOBER 18, 2023

The limitations of Recurrent Neural Networks – RNNs Recurrent neural networks (RNNs) used to be the dominant approach for modeling sequences. The transformer architecture has enabled the development of new models that can be trained on large datasets and significantly outperform recurrent neural networks like LSTMs.

Natural Language Processing 195

Natural Language Processing Data Science Algorithm 195

Hacker News

JANUARY 7, 2024

Its instead about how neural networks can be attacked. By the end of the post, you would have understood that neural network attacks are not just limited to adversarial examples and that they are just as susceptible to attacks like other systems. This blog post is my attempt to throw some light on the topic.

Machine Learning 166

Machine Learning Machine Learning 166

Data Science Dojo

MARCH 26, 2024

As the supply system is a set of complex stages from the purchase of initial material to delivering a ready-made product to final consumers, it requires effective management and control. Estimating future demand for a product or service helps companies regulate procurement, production, and inventories.

Analytics 259

Analytics Analytics Predictive Analytics Data Analysis 259

Towards AI

MAY 10, 2024

Edge-Based Activation: Exploring the Mathematical Foundations and Practical Implications of KANsPhoto by JJ Ying on Unsplash Researchers at MIT recently introduced a new neural network architecture called Kolmogorov-Arnold Networks (KANs). Join thousands of data leaders on the AI newsletter. From research to projects and ideas.

AI 99

AI AI Machine Learning Machine Learning 99

Data Science Dojo

FEBRUARY 17, 2023

If you are a networking entrepreneur or notable leader in your company and wondering how your organization can benefit by getting actively involved in data science communities, this writing piece is for you. This will evolve into collaboration and co-creation efforts that can birth new innovative ideas, products, and solutions. 4.

Data Science 195

Data Science Data Scientist Machine Learning Machine Learning 195

Data Science Dojo

FEBRUARY 17, 2023

If you are a networking entrepreneur or notable leader in your company and wondering how your organization can benefit by getting actively involved in data science communities, this writing piece is for you. This will evolve into collaboration and co-creation efforts that can birth new innovative ideas, products, and solutions. 4.

Data Science 195

Data Science Data Scientist Machine Learning Machine Learning 195

Towards AI

MAY 8, 2024

A Real-Time Anomaly Detection Network surpasses all the existing networksSource: Image by falco from Pixabay Anomaly Detection is one of the critical applications in the manufacturing industry. It boosts productivity and saves costs. The network is only trained with anomaly-free application images from certain domains.

AI 75

AI AI Algorithm Machine Learning 75

Hacker News

APRIL 26, 2024

In this paper, we propose leveraging Relational Graph Convolutional Networks (RGCNs) for sentiment analysis, which offer interpretability and flexibility by capturing dependencies between data points represented as nodes in a graph.

Deep Learning 118

Deep Learning Deep Learning 118

Dataconomy

NOVEMBER 19, 2021

Google today released TensorFlow Graph Neural Networks (TF-GNN) in alpha, a library designed to make it easier to work with graph-structured data using TensorFlow, its machine learning framework.

Machine Learning 229

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 229

Towards AI

APRIL 10, 2024

These models have become central across a range of fields, from boosting productivity to fostering innovation in sectors not traditionally linked with language processing. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. From research to projects and ideas.

Data Analysis 108

Data Analysis Data Analysis AI AI 108

Towards AI

DECEMBER 10, 2023

Underlying math of neural networks by studying our predecessor’s ways One of the first to describe neural networks was neurophysiologis Warren McCulloch and mathematician Walter Pitts, as a model for biological brains. Stanford History of Neural Networks). It’s still in use today! From research to projects and ideas.

AI 97

AI AI Data Science Machine Learning 97

Dataconomy

FEBRUARY 12, 2024

Is Three Network not working? That’s the reality for many users of Three, a popular UK network facing yet another outage. Why is Three Network not working? While the exact cause of the outage may vary, it is often related to disruptions in the network infrastructure , software glitches , or hardware failures.

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Flipboard

DECEMBER 17, 2023

Intel rolled out a portfolio of AI products aimed at the data center, cloud, network, edge and PC at its AI Everywhere event in New York City last week. Intel is on a mission to bring AI everywhere through exceptionally engineered platforms, secure solutions and support for open ecosystems," CEO. Read Entire Article

AI 97

AI AI 97

Dataconomy

MARCH 6, 2024

Equipment breakdowns can be costly – not just in terms of repair expenses, but also in lost production time. This reduces the potential for errors that can lead to bottlenecks in production and the associated loss of revenue. This results in fewer errors and lower production waste, translating to direct cost savings.

Internet of Things 103

Internet of Things 103

Dataconomy

APRIL 26, 2023

The realm of edge computing has witnessed a substantial surge in recent years, propelled by the proliferation of remote work, the Internet of Things (IoT), and augmented/virtual reality (AR/VR) technologies, which have necessitated connectivity at the network’s periphery and novel applications.

Internet of Things 156

Internet of Things Azure AWS Cloud Computing 156

Dataconomy

FEBRUARY 7, 2024

At this time we have not found evidence of an intrusion, nor any impact to HPE products or services. This group also infiltrated IBM’s networks and utilized that breach to target HPE’s customers’ devices. There has not been an extortion attempt.”

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Hacker News

FEBRUARY 22, 2024

The United States is not building enough transmission lines to connect regional power networks. A transmission network contains webs of connections, which create a reliable, redundant power-supply system of massive scale. At any given time, thousands of power plants supply just enough energy to transmission networks to meet demand.

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Towards AI

JANUARY 8, 2024

Stepping through theory, background, and code examples Neural networks have gained incredible attention over the last decade (despite being around for much longer), and seem to have made incredible progress in the eyes of the public. What are types of neural networks?What What are applications of neural networks?

Deep Learning 100

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 100

Dataconomy

DECEMBER 13, 2023

It reduces stockholding expenses while guaranteeing that customers receive their required products promptly. Better productivity: With its ability to analyze data collected from sensors and IoT devices, AI can pinpoint inefficiencies in production processes and recommend improvements to enhance workflow optimization.

AI 155

AI AI Artificial Intelligence Artificial Intelligence 155

Dataconomy

MARCH 18, 2024

This consumer-centric company has become a household name over the past 85 years by providing innovative and sustainable products. This company has a network of 30 offices and 8000+ retail stores. Havells Havells is a large-cap company that has about 20 product verticals. It has also reported a 13.1% 1,038.80 (around $12.47) 2.

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Dataconomy

MARCH 19, 2024

In a transaction settled at $157 for each share in cash, the networking behemoth acquired Splunk, a leader in data analytics, security, and observability solutions, a move that was initially made public in September 2023.

AI 103

AI AI Analytics Analytics 103

Dataconomy

MARCH 15, 2024

An e-commerce website could make product recommendations and drive more sales by identifying the type of items customers browse. For example, disable GPS and opt out of product recommendations. However, with the “private” mode, you can limit access to those in your network. They can benefit legitimate businesses as well.

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Towards AI

JANUARY 9, 2024

In this post, we will take a look at the feedforward neural network. The first mainstream model was the feedforward neural network (FNN), which propelled the field of AI into the public’s perception. We’ll discuss the training process, and finally, we code our own neural network using the Keras library.

AI 107

AI AI Artificial Intelligence Artificial Intelligence 107

Dataconomy

AUGUST 11, 2023

Industrial IoT networking is transforming the way industries operate by creating interconnected systems that boost efficiency, reliability, and adaptability. This sophisticated network provides an unparalleled level of connectivity, bridging the gap between physical machinery and intelligent software systems.

Internet of Things 91

Internet of Things Machine Learning Machine Learning Analytics 91

Dataconomy

FEBRUARY 20, 2024

Product design consultancies play a role in facilitating industry transformation by utilizing their expertise to assist businesses in creating cutting-edge and customer-centric products. These consultancies actively involve clients throughout the product development process, considering them as partners rather than mere spectators.

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Towards AI

MAY 6, 2024

In all the LLMs and AI agent hype a paper like Kolmogorov–Arnold Networks is a breath of fresh air. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. Lately, it seems that the entire AI community has become about one and one thing only, LLMs.

Deep Learning 65

Deep Learning Deep Learning AI AI 65

Dataconomy

MARCH 4, 2024

Our vision has always been to create products that enhance lives in meaningful ways, and Apple Teleport is the embodiment of that vision. ” -Tim Cook Watch the Apple Teleport video Watch the below video and see the product in full action: Sure, and next you’ll tell me my iPhone can bake cookies too.

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

Dataconomy

NOVEMBER 11, 2022

IoT enables the creation of new business models, and product offers as well as digital transformation. Billions of IoT devices can be connected by expanding on current cellular networks, which will. Due to the fragmented nature of IoT deployments, organizations can select from a wide range of IoT connectivity standards.

Internet of Things 103

Internet of Things 103

Towards AI

MAY 3, 2024

I also found a notebook with a neural network that can categorize the images with perfect accuracy. It was a standard convolutional network that was able to recognize the tumors so effectively. At the beginning of the network, convolutional and max pooling layers alternate to extract important features.

AI 75

AI AI Python Artificial Intelligence 75

SAS Software

DECEMBER 22, 2023

Suddenly, suggestions for products you liked on the online store pop up while on the app. That’s the magic, in a nutshell, of a retail media network (and machine learning) – [.] The post Revolutionizing retail: Monetizing data with retail media networks appeared first on SAS Blogs.

Machine Learning 59

Machine Learning Machine Learning 59

Dataconomy

SEPTEMBER 27, 2023

These certifications, offered by Microsoft, are recognized globally as benchmarks of expertise in working with Microsoft products and technologies. MCSA (Microsoft Certified Solutions Associate) certification is a professional credential offered by Microsoft for individuals who work with Microsoft products and technologies.

Database Administration 113

Database Administration Database Azure Cloud Computing 113

Dataconomy

AUGUST 1, 2023

Image credit ) Boosting productivity You also need to think carefully about the type of digital software that can be deployed across the entire business to boost productivity and help your teams and departments to communicate better and collaborate. Is it scaleable? Featured image credit: Unsplash

Big Data 172

Big Data Big Data Analytics Analytics 172