David Menninger's Analyst Perspectives

SEPTEMBER 30, 2021

Data governance is a hot topic these days. We anticipate through 2023, three-quarters of Chief Data Officers’ primary concerns will be governing the privacy and security of their organization’s data. In fact, we are conducting benchmark research on the subject here.

Data Governance 223

Data Governance Analytics Risk Technology 223

CIO Business Intelligence

DECEMBER 12, 2024

Data hygiene, data quality, and data security are all topics that weve been talking about for 20 years, Peterson says. The financial services company commissioned the survey because of its own interest in deploying AI tools to serve its customers, he adds.

IT 134

IT Data Quality Experimentation Machine Learning 134

AWS Big Data

DECEMBER 23, 2024

He helps customers architect and build highly scalable, performant, and secure cloud-based solutions on AWS. About the authors Kalyan Janaki is Senior Big Data & Analytics Specialist with Amazon Web Services.

Data-driven 97

Data-driven Management Risk Big Data 97

O'Reilly on Data

FEBRUARY 4, 2019

In this post, I’ll describe some of the key areas of interest and concern highlighted by respondents from Europe, while describing how some of these topics will be covered at the upcoming Strata Data conference in London (April 29 - May 2, 2019). At the 2018 Strata Data London, data privacy and GDPR were big topics.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279

CIO Business Intelligence

DECEMBER 17, 2024

While genAI has been a hot topic for the past couple of years, organizations have largely focused on experimentation. Prioritize data quality and security. Put robust governance and security practices in place to enable responsible, secure AI that can scale across the organization. In 2025, thats going to change.

Experimentation 98

Experimentation ROI Risk Data Quality 98

AWS Big Data

FEBRUARY 13, 2025

MSK Replicator also replicates Kafka metadata , including topic configurations, access control lists (ACLs), and consumer group offsets. Consider any changes to client connectivity, including updates to security groups and IAM policies, during the planning phase. During the first phase, the source MSK cluster handles client requests.

Metrics 67

Metrics Metadata Strategy Management 67

CIO Business Intelligence

NOVEMBER 21, 2024

China follows the EU, with additional focus on national security In March 2024 the Peoples Republic of China (PRC) published a draft Artificial Intelligence Law, and a translated version became available in early May. Lastly, China’s AI regulations are focused on ensuring that AI systems do not pose any perceived threat to national security.

Consulting 120

Consulting Risk Risk Management Marketing 120

CIO Business Intelligence

DECEMBER 20, 2024

As concerns about AI security, risk, and compliance continue to escalate, practical solutions remain elusive. Thus, CISOs must emphasize the need for a balance between accessibility and security and oversee the growing demand for logging and tracking capabilities. training image recognition models to misidentify objects).

Risk 105

Risk Measurement Interactive Modeling 105

CIO Business Intelligence

APRIL 30, 2025

If youre still early in your career, youll want to consider a formal degree program, starting with a background in computer science, programming, networking, and security. If youre still early in your career, youll want to consider a formal degree program, starting with a background in computer science, programming, networking, and security.

Testing 108

Testing Cost-Benefit Optimization Software 108

CIO Business Intelligence

MARCH 25, 2025

Well-founded specialist knowledge is necessary for truly effective, secure and legally compliant implementation. The topic of compliance is often dealt with alongside day-to-day business. This is how companies create awareness of the topic and sensitize their employees to compliance.

IT 95

IT Key Performance Indicator Risk Reporting 95

O'Reilly on Data

MARCH 20, 2019

Like many others, I’ve known for some time that machine learning models themselves could pose security risks. A recent flourish of posts and papers has outlined the broader topic, listed attack vectors and vulnerabilities, started to propose defensive solutions, and provided the necessary framework for this post. Watermark attacks.

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278

O'Reilly on Data

MARCH 12, 2024

Here’s a start at a list: Security issues: whether they do it maliciously or just for lols, people will want to make your AI act incorrectly. More security issues: Whether by “accident” or in response to a malicious prompt, we’ve seen that AI systems can leak users’ data to other parties.

Software 56

Software Modeling Management Enterprise 56

O'Reilly on Data

DECEMBER 10, 2019

We’re only starting to understand the security implications of machine learning, and wherever data is involved, privacy questions are almost certain to follow. Model governance, model operations , data provenance, and data lineage are becoming hot topics for people and organizations that are implementing AI solutions.

Software 340

Software Machine Learning Risk Data-driven 340

AWS Big Data

NOVEMBER 7, 2024

Workspace provide curated experiences for popular use cases such as Observability, Security Analytics and Search, so that you can find it straightforward to build contents for your use case. There are five types of workspaces: Observability, Security Analytics, Search, Essentials, and Analytics. OpenSearch domains below version v1.3

Dashboards 111

Dashboards Visualization Data-driven Management 111

CIO Business Intelligence

OCTOBER 31, 2024

Question the status quo and learn from the best while critically dealing with hype topics such as AI in order to make informed decisions,” he adds. And finally, Security First that revolves around an automation concept and dedicated SOC. And IT security was increased by switching to single sign-on (SSO) for all relevant apps.

IT 89

IT Digital Transformation Machine Learning Data Quality 89

O'Reilly on Data

SEPTEMBER 15, 2021

Respondents seemed concerned about job security, probably because of the pandemic’s effect on the economy. Learning new skills and improving old ones were the most common reasons for training, though hireability and job security were also factors. Certified Information Systems Security Professional a.k.a. Demographics.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

AWS Big Data

OCTOBER 17, 2024

Curated content – We hand-pick the most important topics around OpenSearch Service and break them down into simple-to-follow, informative videos. Operational Best Practices Learn the best practices for running OpenSearch Service in production, covering everything from security and scaling to performance tuning and cost management.

Analytics 115

Analytics Optimization Data-driven Data Architecture 115

datapine

NOVEMBER 27, 2019

2020 will be the year of data quality management and data discovery: clean and secure data combined with a simple and powerful presentation. When the dueling happens several times, the AI can become smarter to evaluate and break that kind of online security systems. We are excited to see what this new year will bring.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Rocket-Powered Data Science

JUNE 17, 2022

Here is a list of my top moments, learnings, and musings from this year’s Splunk.conf : Observability for Unified Security with AI (Artificial Intelligence) and Machine Learning on the Splunk platform empowers enterprises to operationalize data for use-case-specific functionality across shared datasets. is here, now!

Machine Learning 238

Machine Learning Recreation/Entertainment Risk Business Objectives 238

CIO Business Intelligence

JANUARY 14, 2025

However, without proper governance and oversight, this can lead to inconsistencies, security vulnerabilities, and technical debt. The next step is understanding how to implement GenAI effectively, from overcoming adoption barriers to change management a topic we will explore in Part 2 of this series.

Strategy 124

Strategy IT Marketing Technology 124

CIO Business Intelligence

NOVEMBER 4, 2024

As a support technology, AI works on data that is dependable, proven, and secure,” says Langer. Jacknis advises CIOs to focus on the three reasons why AI is such a hot topic. He also warns CIOs to be mindful that AI, currently a disruptive technology at the base of the S-curve, will eventually become commoditized.

Business Driver 111

Business Driver Advertising Data-driven Modeling 111

AWS Big Data

JULY 8, 2024

Amazon Redshift Serverless is a fully managed, scalable cloud data warehouse that accelerates your time to insights with fast, simple, and secure analytics at scale. EchoStar uses Redshift Streaming Ingestion to ingest over 10 TB of data daily from more than 150 MSK topics in near real time across its Open RAN 5G network.

Data Warehouse 133

Data Warehouse IT Recreation/Entertainment Cost-Benefit 133

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 286

Interactive Recreation/Entertainment Visualization IT 286

Rocket-Powered Data Science

JULY 21, 2023

This partnership also specifically extends hybrid cloud capabilities that will enhance organizations’ digital resilience, while enabling transformation, modernization, migration, and growth in all enterprise digital systems with confidence, trust, and security. As I heard someone say in the keynote session, “You had me at resilience!”

Machine Learning 190

Machine Learning Metrics Internet of Things Reporting 190

DataKitchen

APRIL 13, 2021

DataOps is a hot topic in 2021. We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Delphix — A software platform that enables teams to virtualize, secure and manage data.

Testing 304

Testing Machine Learning Consulting Data Science 304

CIO Business Intelligence

OCTOBER 27, 2023

The follow-on Apple Deployment and Management course focuses on configuring, managing, and securing Apple products using mobile device management (MDM). The exam covers topics such as coding, designing cloud architecture, cloud security, troubleshooting, implementation, migration, load and performance testing, and business applications.

IT 135

IT Consulting Software Management 135

CIO Business Intelligence

NOVEMBER 13, 2024

Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics. Employees who need to submit reports to their managers might be able to get those reports done faster, and increase the number and length of those reports.

IT 141

IT Consulting ROI Cost-Benefit 141

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 126

Management Insurance Optimization Strategy 126

Rocket-Powered Data Science

JULY 6, 2021

the monitoring of very important operational ML characteristics: data drift, concept drift, and model security). MLOps “done right” addresses sustainable model operations, explainability, trust, versioning, reproducibility, training updates, and governance (i.e., 4) AIOps increasingly became a focus in AI strategy conversations.

Machine Learning 279

Machine Learning Data-driven Deep Learning IoT 279

Smart Data Collective

AUGUST 30, 2022

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. A server also has other capabilities besides receiving and sending messages, such as the following: Security. An MQTT needs to be secured.

Internet Publishing and Broadcasting 136

Internet Publishing and Broadcasting Internet of Things IoT Publishing 136

Smart Data Collective

SEPTEMBER 26, 2022

In addition, blockchain applications are more scalable and secure compared to traditional apps. If you’re interested in this technology, you need to stay on top of the trending topics. It’s the technology behind cryptocurrencies and is considered to be trustless and highly secure. What is blockchain technology?

Technology 29

Technology Statistics Finance Consulting 29

Cloudera

DECEMBER 4, 2024

It is a powerful deployment environment that enables you to integrate and deploy generative AI (GenAI) and predictive models into your production environments, incorporating Cloudera’s enterprise-grade security, privacy, and data governance. What is the Cloudera AI Inference service?

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

datapine

DECEMBER 11, 2019

It’s also popular amongst businesses for its simplicity and user accessibility, security, and the widespread connectivity that serves to streamline business models, resulting in maximum efficiency across the board. This means that your business’s data is available and secure regardless of a data breach or system failure. 6) Micro-SaaS.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

CIO Business Intelligence

JULY 25, 2024

To succeed, you need to understand the fundamentals of security, data storage, hardware, software, networking, and IT management frameworks — and how they all work together to deliver business value. This certification will show you’re capable of dealing with any security threats, and well-versed on the requirements for IT governance.

IT 131

IT Management Risk Risk Management 131

CIO Business Intelligence

OCTOBER 20, 2023

To qualify, you need at least five years of experience in IS auditing, control, or security and must complete another entry-level exam through the ISACA certification scheme. You’ll need at least five years of cumulative, paid work experience in two or more of the eight domains included in the (ISC)² CISSP Common Body of Knowledge (CBK).

IT 137

IT Consulting IoT Testing 137

O'Reilly on Data

JUNE 18, 2024

The data to answer hyperlocal questions about topics like fertilization and pest management exists but it’s spread across many databases with many owners: governments, NGOs, and corporations, in addition to local knowledge about what works. Different microclimates, pests, crops: what works for your neighbor might not work for you.

Testing 318

Testing Software Modeling Measurement 318

CIO Business Intelligence

AUGUST 9, 2024

Safety and Security As generative AI becomes more encompassing, it must be used safely and responsibly. They help set boundaries in several areas: Topical guardrails keep AI models focused on specific topics and prevent them from addressing unrelated subjects Safety guardrails help deliver accurate and appropriate responses.

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Cost-Benefit Data Governance Interactive Modeling 140