O'Reilly on Data

FEBRUARY 19, 2021

Some of these are emerging topics and others are developments on existing concepts, but all of them will inform our thinking in the coming year. None of these problems are unsolvable, but developing solutions will require substantial effort over the coming years. The Time Is Now to Adopt Responsible Machine Learning.

Data Lake 289

Data Lake Data Warehouse Machine Learning Modeling 289

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

APRIL 12, 2024

These roles include data scientist, machine learning engineer, software engineer, research scientist, full-stack developer, deep learning engineer, software architect, and field programmable gate array (FPGA) engineer. It is used to execute and improve machine learning tasks such as NLP, computer vision, and deep learning.

Deep Learning 123

Deep Learning IT Machine Learning IoT 123

Ontotext

DECEMBER 15, 2023

As the first key step, we have built a comprehensive taxonomy of topics: AI technical topics and application areas (verticals). This post describes our approach to developing such a taxonomy by integrating and coreferencing data from numerous sources. By exploring the first topic machine-learning , we find 117k Github repos.

Machine Learning 69

Machine Learning Interactive Deep Learning Statistics 69

CIO Business Intelligence

SEPTEMBER 7, 2023

The CIO is the person most likely to brief them on the topic, so if you lead IT, what’s the best way to communicate with the board about AI and keep board expectations realistic? Is it sufficiently skilled and diverse enough to assure that the AI algorithms it develops are inclusive? Where can its existing AI efforts improve?

Risk 117

Risk Risk Management Management Technology 117

datapine

SEPTEMBER 27, 2022

Business leaders, developers, data heads, and tech enthusiasts – it’s time to make some room on your business intelligence bookshelf because once again, datapine has new books for you to add. Readers who pick up this book can expect to find a textbook containing every relevant detail a developer should know about SQL.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

Data Science 101

SEPTEMBER 10, 2023

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. How did your career take you from developer to consultant/teacher? I started out in IT infrastructure and self-studied web development. Why do you think writing is important for developers, especially new developers?

Consulting 111

Consulting IT 111

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. The conference is named after Admirable Grace Murray Hopper, who is considered among the first computer programmers, and whose work is directly responsible for the development of COBOL.

Digital Transformation 109

Digital Transformation Data Processing Data Science Technology 109

CIO Business Intelligence

SEPTEMBER 29, 2023

Generative AI (GenAI) is not just the topic of the hour – it may well be the topic of the decade and beyond. CIOs are however, understandably concerned about the operational and development risks associated with GenAI. More than 80% of our early adopters using GitHub Copilot say it has increased their development productivity.

Machine Learning 130

Machine Learning Finance Strategy Testing 130

AWS Big Data

JANUARY 30, 2023

Amazon MSK is a fully managed service for Apache Kafka that makes it easier for developers to build and run highly available, secure, and scalable applications based on Apache Kafka. With MSK Serverless, developers can run their applications without having to provision, configure, or optimize their Apache Kafka clusters.

Management 86

Management Optimization Data Processing IT 86

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 123

IT Reporting Risk Consulting 123

CIO Business Intelligence

OCTOBER 20, 2023

When it comes to certifications, you can typically choose to get certified in skills that you already have, or you can use certification as an opportunity to grow your skill set and develop skills you’d like to put to use in your career. According to PayScale, the average annual salary for CISA certified IT pros is $114,000 per year.

IT 137

IT Consulting Testing IoT 137

CIO Business Intelligence

NOVEMBER 14, 2023

Imposter syndrome—doubting your abilities to the point that you feel like a fraud—is an evergreen topic of conversation among software developers. In this moment, how can tech leaders empower their developers? However, software engineering doesn’t always seem to reward or even allow incremental learning.

Software 130

Software Modeling Technology IT 130

CIO Business Intelligence

NOVEMBER 13, 2023

No matter the industry, organizations are increasingly looking for ways to optimize mission-critical software development processes. As development teams grapple with the challenge of modernizing their DevOps toolchains, a number of concerns and challenges have followed closely behind. Chief among those challenges?

Experimentation 128

Experimentation Software Data Processing Optimization 128

Rocket-Powered Data Science

SEPTEMBER 25, 2022

I was asked by the publisher to provide an editorial review of the book “Building Industrial Digital Twins: Design, develop, and deploy digital twin solutions for real-world industries using Azure Digital Twins“, by Shyam Varan Nath and Pieter van Schalkwyk. For this, I received a complimentary copy of the book and no other compensation.

Diagnostic Analytics 214

Diagnostic Analytics Prescriptive Analytics Internet of Things IoT 214

O'Reilly on Data

MAY 25, 2021

These projects have created language models that are based on focused datasets (for example, models designed to be more accurate for academic papers, developer forum discussions, etc.). GPT-3 is able to take a trending topic, add a propaganda slant, and generate news articles on the fly. Misinformation Explosion.

Modeling 346

Modeling Marketing Testing Machine Learning 346

CIO Business Intelligence

JANUARY 30, 2024

Teachers educate the next generation by sharing knowledge, fostering critical thinking skills, managing parents, and developing children. Different formats, including text, graphics, and simulations, can be tailored to different topics and styles, helping teachers and education be more effective.

Unstructured Data 111

Unstructured Data Data-driven Risk Technology 111

CIO Business Intelligence

DECEMBER 18, 2023

Developing generative AI implementation strategies will be imperative for technology leaders, prioritizing key areas such as business model building, internal operational improvements, risk mitigation, and overall organizational efficiency. This year, GenAI and Large Language Models, such as ChatGPT, are positioned as vectors of change.

Cost-Benefit 108

Cost-Benefit Risk Strategy Manufacturing 108

CIO Business Intelligence

JANUARY 12, 2024

Nearly two-thirds (62%) said their firms were waiting to see how new regulations around AI use develop, while 74% said that substantive change management would be needed to help cope with the advent of generative AI. It’s just a wonderful catalyst to put the AI topics on the table,” he said. “It

Risk Management 131

Risk Management Consulting Reporting Risk 131

CIO Business Intelligence

FEBRUARY 13, 2024

Developing GenAI implementation strategies will be imperative for technology leaders, and they must focus on prioritizing key areas such as business model building, internal operational improvements, risk mitigation, and overall organizational efficiency. “The

Data Processing 98

Data Processing Forecasting Risk Optimization 98

CIO Business Intelligence

AUGUST 7, 2023

In this Briefing, you’ll hear insights from VMware business and technical leaders on topics including: The opportunities and challenges CIOs see in transforming their businesses with AI. He has over two decades of experience in content development, content strategy, and product marketing with B2B technology companies.

Enterprise 97

Enterprise B2B Machine Learning Strategy 97

IBM Big Data Hub

NOVEMBER 21, 2023

In this article, developer Michael Burgess provides an insight into the concept of schemas and schema management as a way to add value to your event-driven applications on the fully managed Kafka service, IBM Event Streams on IBM Cloud ® What is a schema? Kafka does not examine the metadata of your messages. What’s next?

Data Quality 107

Data Quality Metadata Data-driven Optimization 107

O'Reilly on Data

JANUARY 16, 2024

I’m personally interested in this topic since I am a professor who researches human-computer interaction, user experience design, and cognitive science , so AI voice interfaces are fascinating to me. That in turn got me curious about the concept of syndication in the television business, so ChatGPT dived more into this topic.

Interactive 183

Interactive Recreation/Entertainment Visualization IT 183

IBM Big Data Hub

APRIL 22, 2024

IBM is dedicated to the responsible development and deployment of this technology, which can enable our clients to meet their sustainability goals. IBM is focused on developing energy-efficient methods to train, tune and run AI models, such as its own Granite foundation models. In our 2023 Impact Report , we reported that 70.6%

Cost-Benefit 92

Cost-Benefit Modeling Manufacturing Reporting 92

CIO Business Intelligence

FEBRUARY 8, 2024

Independent editorial written by real people for real people has never been more important, and we want our reporters to spend 100% of their time developing expert sources, finding unique angles, conducting interviews with IT leaders, and crafting stories that resonate with readers.

Publishing 104

Publishing Reporting IT 104

Cloudera

FEBRUARY 21, 2023

This transformation can be performed on incoming records of a Kafka topic before SSB sees the data. If the Kafka topic has CSV data that we want to add keys and types to it. If the schema you want does not match the incoming Kafka topic. If the messages are inconsistent.

Data Transformation 108

Data Transformation Data Processing Data Collection Publishing 108

CIO Business Intelligence

APRIL 18, 2024

Avoid accidental platforms Platforms are the interface between your application developers and the cloud infrastructure and services their apps use. To me, that’s the key thing that makes it a platform instead of just a pile of clouds or catalogs full of “services” that developers have to find, learn, and integrate into their applications.

Cost-Benefit 98

Cost-Benefit Software Recreation/Entertainment Insurance 98

IBM Big Data Hub

JUNE 20, 2023

A rotating cast of IBM Fellows Initially, I thought of putting together a list of relevant topics and then find guests who could join me on episodes to dive deeper into each one. However, I quickly found that it was much easier to make a list of guests to invite and let each of them bring their own perspective on the topic.

Forecasting 101

Forecasting Technology Modeling Software 101

CIO Business Intelligence

MARCH 7, 2024

As head of technology for the US division of RBC Wealth Management, Beltzer says one feature in particular, Prompt Builder, will enable more than 2,100 advisors in RBC US’s private client group to “request and retrieve the most compelling data on topics of interest to clients.” We did a buy versus build process,” he says. “It

Enterprise 134

Enterprise Software Testing Interactive 134

AWS Big Data

DECEMBER 13, 2023

Debezium MySQL source Kafka Connector reads these change events and emits them to the Kafka topics in Amazon MSK. Amazon Redshift then read the messages from the Kafka topics from Amazon MSK using Amazon Redshift Streaming feature. Amazon Redshift stores these messages using materialized views and process them as they arrive.

Data Warehouse 96

Data Warehouse Snapshot Data Processing Management 96

IBM Big Data Hub

MAY 9, 2023

At IBM, we believe that organizations need AI coupled with automation to help developers reduce time to productivity. foundation models, Watson Code Assistant will increase developer productivity by providing recommended code based on natural language inputs. This statement replaces all prior statements on this topic.

IT 92

IT Deep Learning Machine Learning Modeling 92

IBM Big Data Hub

JUNE 21, 2023

Configuring sources, topics, subscriptions and email destinations. Configuring sources, topics, subscriptions and SMS destinations. Creating an instance of Cloud Object Storage and authorization between the Event Notifications and Cloud Object Storage instances, sources, topics, subscriptions and destinations. instance_guid ).

Reporting 64

Reporting IT 64

AWS Big Data

MARCH 26, 2024

With the AWS Well-Architected Framework, cloud architects, system architects, engineers, and developers can build secure, high-performance, resilient, and efficient infrastructure for their applications and workloads. The material is intended to support customers in roles such as architects, developers, and operations team members.

Data Analytics 55

Data Analytics Analytics Big Data Data Lake 55

CIO Business Intelligence

MARCH 14, 2024

Ben King, head of mobile app development firm Aviato Consulting, is convinced that it can provide a major career boost. You must understand budgets, forecasting models, regulatory compliance, and a host of other topics.” Does it make sense for an IT leader to seek an MBA? Knowledge, after all, is power.

IT 125

IT Strategy Digital Transformation Risk Management 125

CIO Business Intelligence

APRIL 4, 2024

Other topics high on his agenda is developing into a DevOps organization, and sourcing; Eon-IT hired 400 new employees last year and is planning to hire more. Weber named other areas that currently concern him about IT modernization.

IT 104

IT Digital Transformation Sales Optimization 104

IBM Big Data Hub

APRIL 18, 2024

The prospect of developing synthetic minds that can learn and solve complex problems promises to revolutionize and disrupt many industries as machine intelligence continues to assume tasks once thought the exclusive purview of human intelligence and cognitive abilities. The skills gap in gen AI development is a significant hurdle.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89

CIO Business Intelligence

MARCH 15, 2024

Other topics of discussion included digital modernization, working with vendors, and upskilling and leading teams. At all of the roundtables across Canada, it was clear that meeting in person, knowledge exchange and networking is key to learning and leadership development for technology leaders. Business, Events, Technology Industry

Digital Transformation 96

Digital Transformation Data Processing Technology Interactive 96