KDnuggets

SEPTEMBER 29, 2023

The article covers essential steps from installation to advanced topics, offering a hands-on approach to building and training neural networks, and emphasizing the benefits of using Lightning. This tutorial provides an in-depth introduction to machine learning using PyTorch and its high-level wrapper, PyTorch Lightning.

Machine Learning 129

Machine Learning IT 129

KDnuggets

NOVEMBER 27, 2023

This week, we will dive into more advanced topics such as neural networks and deployment. Welcome back to Week 4 of KDnuggets’ "Back to Basics" series.

Data Science 106

Data Science 106

CIO Business Intelligence

MARCH 1, 2024

Diversity is a hot topic in the tech industry — and because it’s discussed frequently, it might be easy to feel like things have already changed. For every 100 men promoted to managerial positions in tech, only 87 women and 82 women of color earned the same promotion, the Women Tech Network survey found.

Digital Transformation 105

Digital Transformation Data Processing Data Science Technology 105

AWS Big Data

MARCH 14, 2024

We discuss the system architectures, deployment pipelines, topic creation, observability, access control, topic migration, and all the issues we faced with the existing infrastructure, along with how and why we migrated to the new Kafka setup and some lessons learned. We hadn’t updated Kafka version 2.0.0

Management 106

Management Insurance Optimization Strategy 106

CIO Business Intelligence

MAY 26, 2023

Whether in cybersecurity, software development, networking, or any other IT specialty, certifications can raise your career profile and help employers identify your areas of expertise and confirm that you have the right skills for the job. Certifications are a great way for IT pros to pave a path to a specific career in tech.

IT 120

IT Reporting Risk Consulting 120

CIO Business Intelligence

OCTOBER 20, 2023

The certification covers high-level topics such as the information systems auditing process, governance and management of IT, operations and business resilience, and IS acquisition, development, and implementation. According to PayScale, the average annual salary for CISA certified IT pros is $114,000 per year.

IT 136

IT Consulting Testing IoT 136

CIO Business Intelligence

DECEMBER 19, 2023

The network is the foundation of the enterprise. No AI without the network AI evolves continuously and holds immense potential for transforming industries. A common application of AI in networking is the use of AIOps to simplify network management.

Manufacturing 98

Manufacturing Optimization Reporting Consulting 98

Data Science 101

SEPTEMBER 10, 2023

Being able to explain topics and concepts well (and simply) to others (even if that ‘other’ is your future self) is a big step in understanding something to a good level. – Network, network, network (who you know is vital) – Get a mentor – Celebrate your wins links: – Aspire to Hired (free ebook) gum.co/WssIG…

Consulting 111

Consulting IT 111

AWS Big Data

AUGUST 31, 2023

Configuring Amazon MSK source The following sample configuration snippet shows every setting you need to get the pipeline running: msk-pipeline: source: kafka: acknowledgments: true # Default is false topics: - name: " " group_id: " " serde_format: json # Remove, if Schema Registry is used. You can read a maximum of four topics per pipeline.

Testing 105

Testing Data Processing Dashboards Management 105

KDnuggets

JULY 17, 2023

The second edition of the book Neural Networks and Deep Learning is now available. The second edition is significantly expanded and covers many modern topics such as graph neural networks, adversarial learning, attention mechanisms, transformers, and large language models.

Deep Learning 80

Deep Learning Modeling IT 80

CIO Business Intelligence

AUGUST 23, 2023

I’m not sure how many of the billions of IoT devices are making it onto business, education, hospitality, and other enterprise networks but I do know that many of our customers express concerns with the impact they will create on their networks—be it connectivity specific, bandwidth oriented, and security related.

IoT 97

IoT Data Lake Enterprise Management 97

CIO Business Intelligence

APRIL 12, 2024

Generative AI Generative AI is a hot topic in the tech industry, and not surprisingly, businesses are eagerly adopting the technology to create services and products that make the most of this emerging technology. Torch enables fast and efficient GPU support, focusing on improving flexibility and speed when building complex algorithms.

Deep Learning 120

Deep Learning IT Machine Learning IoT 120

CIO Business Intelligence

APRIL 16, 2024

Visible financial results from IT investments It’s no longer sufficient to request more processing, storage, or networks if you can’t show how the investments will pay for themselves. Is an investment in a Wi-Fi 6 network in manufacturing with new routers really needed? How will it reduce OpEx and speed time to market?

Finance 107

Finance Broadcasting Manufacturing Sales 107

Ontotext

DECEMBER 15, 2023

As the first key step, we have built a comprehensive taxonomy of topics: AI technical topics and application areas (verticals). by co-occurrence analysis) and repeat We also coreference topics across datasets to leverage links between datasets. By exploring the first topic machine-learning , we find 117k Github repos.

Machine Learning 69

Machine Learning Interactive Deep Learning Statistics 69

Cloudera

JANUARY 31, 2024

Replication is a crucial capability in distributed systems to address challenges related to fault tolerance, high availability, load balancing, scalability, data locality, network efficiency, and data durability. SRM replicates data at high performance and keeps topic properties in sync across clusters.

Management 69

Management Metrics Big Data Machine Learning 69

CIO Business Intelligence

FEBRUARY 7, 2023

That interest is only getting stronger as cloud usage grows – making it a perfect topic for the latest #CIOTechTalk Twitter chat. It’s a timely topic given the rapid cloud migration currently underway. Integrate on-premise data center to #cloud, consider using VPN, direct connect, or dedicated network. you own it.

Data Processing 112

Data Processing Risk Management Risk Consulting 112

CIO Business Intelligence

MARCH 6, 2024

BMO Stadium has one of the most robust large venue network infrastructures in the world featuring a carrier agnostic Distributed Antennae System (DAS), guest facing 5G network and WiFi. Events, Networking, Technology Industry BMO Stadium was the first venue to offer guests NFC contactless ticketing back in 2018.

Data Processing 52

Data Processing Technology IT 52

Data Science 101

APRIL 6, 2020

Brandon Rohrer is an expert in neural networks and deep learning. Plus, he makes really excellent videos about the topic. How Deep Neural Networks Work by Brandon Rohrer. The post Brandon Rohrer – How Deep Neural Networks Work appeared first on Data Science 101. His entire YouTube Channel is worth viewing.

Deep Learning 121

Deep Learning Data Science 121

AWS Big Data

JUNE 19, 2023

There are two types of quotas supported in Kafka: Network bandwidth quotas – The byte-rate thresholds define how much data client applications can produce to and consume from each individual broker in a Kafka cluster measured in bytes per second. Depending on the business requirements, you can use either of these quota configurations.

Metrics 67

Metrics Management Marketing IT 67

Rocket-Powered Data Science

JUNE 17, 2022

Reference ) The latest updates to the Splunk platform address the complexities of multi-cloud and hybrid environments, enabling cybersecurity and network big data functions (e.g., log analytics and anomaly detection) across distributed data sources and diverse enterprise IT infrastructure resources. Reference ) Splunk Enterprise 9.0

Machine Learning 237

Machine Learning Recreation/Entertainment Risk Business Objectives 237

AWS Big Data

NOVEMBER 27, 2023

M7g instances also deliver up to 25% higher storage throughput and up to 88% increase in network throughput compared to similar sized M5 instances to deliver price-performance benefits for Kafka workloads. Here are the specs for the M7g instances on MSK: Name vCPUs Memory Network Bandwidth Storage Bandwidth M7g.large 2 8 GiB up to 12.5

Cost-Benefit 95

Cost-Benefit Optimization Management Testing 95

CIO Business Intelligence

FEBRUARY 8, 2024

Smart Answers is built using generative AI, but features only content written by CIO’s human journalists—and those of our sister publications Computerworld , CSO , InfoWorld , and Network World.

Publishing 102

Publishing Reporting IT 102

Smart Data Collective

JUNE 14, 2022

If you want to do your part to fight data breaches, you should consider getting a network security certification and join the front lines against these cybercriminals. Getting a Network Security Certification Can Help You Thwart Data Breaches. This is one of the most important lines of defense against data breaches.

Risk Management 88

Risk Management Risk Enterprise IT 88

Rocket-Powered Data Science

JULY 6, 2021

That is, use AI and machine learning techniques on digital content (databases, documents, images, videos, press releases, forms, web content, social network posts, etc.) to infer topics, trends, sentiment, context, content, named entity identification, numerical content extraction (including the units on those numbers), and negations.

Strategy 266

Strategy Machine Learning Metadata Knowledge Discovery 266

CIO Business Intelligence

MAY 12, 2023

There were a multitude of reasons for Fraport AG, the operating company of Germany’s largest airport in Frankfurt, to build one of the largest European private 5G campus networks: automation, autonomous driving, localization of devices, and processing data in real time.

IoT 102

IoT B2B Testing Technology 102

CIO Business Intelligence

MARCH 28, 2024

This not only contributes to making you a higher performing tech CxO, but it also paves the path toward extending your personal network with other C-level leaders in tech, which becomes a valuable asset when transitioning to your next chapter. And that’s a built-in future network for you. Is there anybody you want to meet?’

Digital Transformation 76

Digital Transformation Optimization Strategy Technology 76

CIO Business Intelligence

JUNE 20, 2023

In a previous blog , I described the three areas of product development and operation that HPE Aruba Networking focuses on when designing our products for IT efficiency and sustainable operations—like how products are made, how they work, and how they are being used. But what about the product lifecycle itself?

IT 103

IT Software Reporting Marketing 103

AWS Big Data

JUNE 14, 2023

Derivation of throughput limit from network attached storage bottleneck Because Amazon MSK uses network attached storage for local storage, both network attached storage throughput and bandwidth should be accounted for. With tiered storage, some consumer groups might be consuming from remote.

Metrics 82

Metrics Cost-Benefit Testing Optimization 82

Smart Data Collective

AUGUST 30, 2022

The MQTT is designed to work in low-bandwidth networks. It works not only in low bandwidth networks but also in high latency environments. The publishers and subscribers’ relationship works like this: Publisher (data source) transmits data or message on a Topic. Client subscribes to a Topic to receive messages.

Internet Publishing and Broadcasting 116

Internet Publishing and Broadcasting Internet of Things IoT Publishing 116

CIO Business Intelligence

MAY 5, 2023

Throughout the day, attendees will have opportunities to learn about new solutions from technology partners and to network with peers. There will be lively discussion groups with experts on topics such as zero trust, next-gen cloud strategies, and emerging technologies. The day will wrap with a networking reception.

IT 98

IT Strategy Data Processing Data-driven 98

CIO Business Intelligence

NOVEMBER 7, 2023

Modern advancements like artificial intelligence (AI) machine learning and blockchain-based networks specifically have an impact in this area. Botnet Attacks : Botnets, networks of compromised computers controlled by an attacker, pose another substantial threat to critical infrastructure.

Measurement 125

Measurement Risk Strategy Statistics 125

The Data Visualisation Catalogue

FEBRUARY 11, 2022

Saaty Topic: Mathematics. Arc Diagrams: Visualizing Structure in Strings (2002) By Martin Wattenberg Topic: Data Visualisation. Thread Arcs: an email thread visualization (2003) By Bernard Kerr Topic: Data Visualisation. Smeaton Topic: Data Visualisation. Meyer Topic: Computational Biology [link]. Jones, Alan F.

Visualization 111

Visualization Interactive IT 111

AWS Big Data

SEPTEMBER 6, 2023

They can handle API requests and relay them to Kafka topics instantly. It then communicates with the MSK Serverless Kafka topic using IAM access control. You can also utilize Lambda on the consumer side of MSK Serverless topics, bypassing the Java requirement on the consumer side.

Testing 95

Testing Metadata Cost-Benefit Management 95

CIO Business Intelligence

MARCH 9, 2023

Throughout the day, attendees will have opportunities to learn about new solutions from technology partners and to network with peers. There will be lively discussion groups with experts on topics such as zero trust, next-gen cloud strategies, and emerging technologies. The day will wrap with a networking reception.

IT 98

IT Digital Transformation Strategy Data Processing 98

AWS Big Data

SEPTEMBER 14, 2023

On receiving the signal, each source sub-task independently snapshots its state (for example, the offsets of the Kafka topic it is consuming) to a persistent storage, and then broadcasts a special record called checkpoint barrier (“CB” in the following diagrams) to all outgoing streams. A network buffer has a fixed size, in bytes.

Optimization 79

Optimization Snapshot Management Broadcasting 79

Smart Data Collective

AUGUST 16, 2022

It’s no secret that, in recent years, cybersecurity has been an important topic – especially in the healthcare industry. In the vast majority of cases, the email looks like it’s from a legitimate source, but it actually contains malware that, once downloaded, can give the attacker access to the organization’s network.

Machine Learning 113

Machine Learning Measurement Technology Strategy 113

Ontotext

JUNE 15, 2023

Social networks: The explosion of social media and online communities has created a need for tools that can analyze complex networks of relationships. Graph databases provide a way to store and analyze these relationships, allowing companies to gain insights into how information flows through social networks.

Machine Learning 52

Machine Learning Data Integration Big Data Testing 52