CIO Business Intelligence

MARCH 27, 2024

When run on a big enough quantum computer, these algorithms will be able to crack all the public key crypto systems we rely on today for privacy. After a long selection process, NIST announced its intention to standardize four of the PQC algorithms this summer.

Optimization 140

Optimization Consulting Machine Learning Testing 140

CIO Business Intelligence

JANUARY 19, 2024

If you’re looking to get into this lucrative field, or want to stand out from the competition, certification can be key. Companies are increasingly eager to hire data professionals who can make sense of the wide array of data the business collects. The exam is designed for seasoned and high-achiever data science thought and practice leaders.

Data Science 126

Data Science Machine Learning Predictive Modeling Experimentation 126

AWS Big Data

FEBRUARY 12, 2024

To ensure these dashboards showcase the most updated insights, the organization builders and data architects need to catalog and update AWS Clean Rooms collaboration outputs on an ongoing basis, which often involves repetitive and manual processes that, if not done well, could delay your organization’s access to the latest data insights.

Publishing 91

Publishing Dashboards Metadata Visualization 91

DataKitchen

DECEMBER 9, 2022

ChatGPT> DataOps, or data operations, is a set of practices and technologies that organizations use to improve the speed, quality, and reliability of their data analytics processes. It involves bringing together people, processes, and technology to enable data-driven decision making and improve the efficiency of data-related workflows.

Machine Learning 130

Machine Learning Data-driven Optimization Modeling 130

IBM Big Data Hub

JANUARY 22, 2024

Cybercriminals typically request ransom payments in Bitcoin and other hard-to-trace cryptocurrencies, providing victims with decryption keys on payment to unlock their devices. Two other steps to consider: Turning off maintenance tasks. There are also free tools to help with this step, including sites like No More Ransom.

Consulting 117

Consulting Behavioral Analytics Reporting Insurance 117

Timo Elliott

APRIL 23, 2024

For the last decade, the pattern matching capabilities of machine learning have slowly and steadily been deployed to help organizations automate and optimize purchasing decisions. In particular, it lowers the barriers to adoption and usage, by helping infrequent users successfully navigate complicated ordering processes.

Scorecard 59

Scorecard Cost-Benefit Machine Learning Optimization 59

Rocket-Powered Data Science

JULY 6, 2021

Is a process modification that saves a minute in someone’s workday considered too minute for consideration? The key to success is to start enhancing and augmenting content management systems (CMS) with additional features: semantic content and context. How long do you deliberate before taking specific deliberate actions?

Strategy 266

Strategy Machine Learning Metadata Knowledge Discovery 266

Smart Data Collective

JANUARY 9, 2023

Whether it’s data about customer demographics , product colors that tend to sell better, or which cold email scripts are the most effective, organizations have the power to utilize data to help them inform their decision-making process in a variety of ways. What Is AI and Machine Learning?

Machine Learning 125

Machine Learning Software Strategy Marketing 125

Cloudera

NOVEMBER 29, 2023

In the dynamic world of machine learning operations (MLOps), staying ahead of the curve is essential. That’s why we’re excited to announce the Cloudera Model Registry as generally available, a game-changer that’s set to transform the way you manage your machine learning models in production environments.

Modeling 86

Modeling Machine Learning Metadata Metrics 86

AWS Big Data

NOVEMBER 16, 2023

In this post, we go through the process of delegating the LF-tag creation, management, and granting of permissions to a data steward. The following are the high-level steps: Grant permissions to create LF-Tags to a user who is not a Lake Formation administrator (the LFDataSteward-Sales IAM role). For this post, we name ours LFAdmin.

Management 112

Management Data Lake Sales Machine Learning 112

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 109

Management Insurance Optimization Strategy 109

CIO Business Intelligence

OCTOBER 20, 2023

Zulfi Jeevanjee, EVP and CIO, believes the best way to build and align next-generation business processes and modern IT platforms is to build anew, and so he is taking a cloud-first approach to digital transformation, dumping out all legacy infrastructure along the way. It was built and designed to run on the cloud,” Jeevanjee says. “It

Digital Transformation 136

Digital Transformation Insurance Recreation/Entertainment Machine Learning 136

CIO Business Intelligence

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. Real-time AI involves processing data for making decisions within a given time frame.

Machine Learning 144

Machine Learning Cost-Benefit Data-driven Strategy 144

Laminar Security

DECEMBER 13, 2023

This is further exacerbated by the employment of outdated processes or solutions that are ill-equipped to cater to the demands of present-day cloud data security. This is where artificial intelligence (AI) steps in, offering innovative solutions to enhance these processes.

Data-driven 119

Data-driven Machine Learning Risk Deep Learning 119

CIO Business Intelligence

NOVEMBER 11, 2022

Robotic process automation (RPA) was already gaining traction as organizations sought to apply software “robots” to automate rules-based business processes. By combining RPA with machine learning (ML) and artificial intelligence (AI), they sought to automate more complex tasks.

Data Integration 122

Data Integration Strategy Machine Learning Technology 122

AWS Big Data

FEBRUARY 29, 2024

The need for an end-to-end strategy for data management and data governance at every step of the journey—from ingesting, storing, and querying data to analyzing, visualizing, and running artificial intelligence (AI) and machine learning (ML) models—continues to be of paramount importance for enterprises.

Data Governance 96

Data Governance Unstructured Data Metadata Data Lake 96

AWS Big Data

NOVEMBER 30, 2023

AWS Glue is a serverless data integration service that makes it straightforward for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning (ML), and application development. Complete the following steps: On the Amazon S3 console, choose Buckets in the navigation pane.

IT 97

IT Visualization Machine Learning Data Integration 97

CIO Business Intelligence

NOVEMBER 16, 2023

She also shared some of the lessons she’s learned about taking risks, navigating complexity, fostering an innovative culture, and creating significant impact across the business. Deepa Soni: We strongly believe that enterprise agility and speed-to-market are key competitive advantages, and they’re a key tenant of our objectives.

Insurance 128

Insurance Enterprise Risk Digital Transformation 128

Smart Data Collective

NOVEMBER 7, 2023

If you’re eager to monetize the web hosting services you offer to third party site owners, or you have a selection of self-hosted sites which you are eager to wring more cash out of, then machine learning could be the answer. This is where machine learning from top developers comes into play.

Data Processing 101

Data Processing Machine Learning Measurement Optimization 101

IBM Big Data Hub

APRIL 18, 2024

Imagine a world where machines aren’t confined to pre-programmed tasks but operate with human-like autonomy and competence. AGI, sometimes referred to as strong AI , is the science-fiction version of artificial intelligence (AI), where artificial machine intelligence achieves human-level learning, perception and cognitive flexibility.

Cost-Benefit 97

Cost-Benefit Modeling Manufacturing Interactive 97

AWS Big Data

JANUARY 16, 2024

Disaster recovery (DR) is the process by which an organization anticipates and addresses technology-related disasters. The solution comprises three key components. The second component is the disaster monitoring component, comprised of CloudWatch and a combination of an AWS Step Functions state machine and a AWS Lambda function.

Strategy 101

Strategy Metadata Metrics Dashboards 101

Smart Data Collective

JULY 24, 2023

For instance, an AI-powered VMS could use machine learning algorithms to predict a vendor’s reliability based on historical data, aiding procurement professionals in decision making. Key AI Technologies Enhancing VMS Several AI technologies are at the forefront of enhancing VMS.

Management 87

Management Cost-Benefit Data-driven Predictive Analytics 87

CIO Business Intelligence

MARCH 11, 2024

Nearly half of CIOs and close to a third line-of-business managers have cited AI and machine learning as the most strategically important area of concern this year, according to Foundry’s 2024 State of the CIO Study. Covanta has a mature data governance framework, which allowed us to reduce the overall duration of this step.

Data-driven 69

Data-driven Strategy ROI Machine Learning 69

AWS Big Data

DECEMBER 18, 2023

AWS Step Functions is a fully managed visual workflow service that enables you to build complex data processing pipelines involving a diverse set of extract, transform, and load (ETL) technologies such as AWS Glue , Amazon EMR , and Amazon Redshift.

Metadata 120

Metadata Visualization Data Lake Data-driven 120

AWS Big Data

MARCH 13, 2024

RAG is a machine learning (ML) architecture that uses external documents (like Wikipedia) to augment its knowledge and achieve state-of-the-art results on knowledge-intensive tasks. It allows distributed data processing to generate and store embeddings for a large amount of data, parallelizing across multiple GPUs. json| jq '.data[].paragraphs[].qas[].question'

Data Processing 112

Data Processing Dashboards Machine Learning Management 112

IBM Big Data Hub

JANUARY 5, 2024

Most cryptosystems begin with an unencrypted message known as plaintext, which is then encrypted into an indecipherable code known as ciphertext using one or more encryption keys. The intended recipient, however, will easily be able to decipher the text, assuming they have the correct decryption key.

Consulting 103

Consulting Technology Risk Publishing 103

IBM Big Data Hub

FEBRUARY 23, 2024

Beyond the simplistic chat bubble of conversational AI lies a complex blend of technologies, with natural language processing (NLP) taking center stage. NLP translates the user’s words into machine actions, enabling machines to understand and respond to customer inquiries accurately. What makes a good AI conversationalist?

Enterprise 108

Enterprise Interactive Data-driven Key Performance Indicator 108

AWS Big Data

APRIL 22, 2024

In this post, we explore the process of creating Dynamic DAGs with YAML files, using the DAG Factory library. Streamlined maintenance – YAML-based DAG generation simplifies the process of modifying and updating workflows, ensuring smoother maintenance procedures. on your local machine. Python 3.6.0+ and Amazon MWAA 2.0+

Data-driven 106

Data-driven Management Cost-Benefit Testing 106

AWS Big Data

MARCH 8, 2024

Unsupervised machine learning analytics has emerged as a powerful tool for anomaly detection in today’s data-rich landscape, especially with the growing volume of machine-generated data. This setup showcases data processing, anomaly detection, and storage within OpenSearch Service, enhancing analysis capabilities.

Data Processing 100

Data Processing Risk Management Machine Learning Big Data 100

AWS Big Data

APRIL 26, 2023

Creating transparency about BMW Group’s current and future demand of semiconductors is one key strategic aspect to resolve shortages together with suppliers and semiconductor manufacturers. To learn more about the Cloud Data Hub, refer to BMW Group Uses AWS-Based Data Lake to Unlock the Power of Data.

Manufacturing 121

Manufacturing Forecasting Data Lake Big Data 121

CIO Business Intelligence

JANUARY 4, 2024

Make sure you know which IT resources (servers, databases, applications, and dependent systems) are involved in critical processes. Look for opportunities to automate repetitive, time-consuming processes to avoid burnout. A great technique to get employees to learn is to use gamification and make it interactive.

Testing 135

Testing Risk Strategy Management 135

CIO Business Intelligence

AUGUST 8, 2023

By bringing compute power closer to the point of action, edge computing allows real-time data processing, analytics, and decision-making, thereby improving the well-being and efficiency of front-line workers. To empower these workers and increase their influence, edge computing has become a critical enabler.

Machine Learning 98

Machine Learning IoT Digital Transformation Data Processing 98

CIO Business Intelligence

OCTOBER 3, 2023

Robotic process automation (RPA) is a well-established means of automating repetitive business processes implemented in software. However since then great strides have been made in machine learning and artificial intelligence. It’s been around since the early 2000s. This is hyperautomation.

Cost-Benefit 121

Cost-Benefit Machine Learning Interactive Software 121

CIO Business Intelligence

FEBRUARY 5, 2024

Could you share some facts and figures about Mashreq’s digital transformation process over recent years? Our primary goal has always been to innovate in ways that directly benefit our clients, ensuring that our products and processes, particularly in technology, are tailored to meet their evolving needs and daily demands.

IT 119

IT Digital Transformation Cost-Benefit Technology 119

AWS Big Data

MAY 4, 2023

Phase 1 implementation of this regulation, which went into effect on July 1, 2022, requires that payors publish machine-readable files publicly for each plan that they offer. Challenges processing these machine-readable files The machine-readable files published by these payors vary in size.

Insurance 80

Insurance Publishing Cost-Benefit Data Lake 80

Cloudera

JUNE 3, 2022

Data scientists and machine learning engineers in enterprise organizations need to fully understand their data in order to properly analyze it, build models, and power machine learning use cases across their business. Data scientists are likely to use a variety of different tools to move through their processes.

Dashboards 90

Dashboards Visualization Machine Learning Data Science 90

AWS Big Data

MAY 7, 2024

Data governance is a key enabler for teams adopting a data-driven culture and operational model to drive innovation with data. You’ll learn how the solution does this later in this post. Amazon Step Functions Used as orchestration engine to execute solution workflows.

Metadata 75

Metadata Data Lake Data Processing Data-driven 75