DataRobot Blog

JUNE 16, 2022

Airflow is a perfect tool to orchestrate stages of the DataRobot machine learning (ML) pipeline, because it provides an easy but powerful solution to integrate DataRobot capabilities into bigger pipelines, combine it with other services, as well as to clean your data, and store or publish the results.

Machine Learning 59

Machine Learning Modeling Testing Publishing 59

IBM Big Data Hub

MAY 26, 2023

Leading life science companies are leveraging cloud for innovation around operational, revenue and business models. According to IBM’s Cost of a data breach 2022 report, 83% of organizations studied have had more than one data breach, and 60% of these breaches caused organizations to pass price increases on to clients.

Consulting 79

Consulting Cost-Benefit Optimization Machine Learning 79

Cloudera

APRIL 6, 2022

“So far, our data is matching our models and expectations,” Feinberg added. Webb is continuing the alignment procedure for several more weeks and is expected to start sending back its first operational science data in the summer of 2022. This e-learning allows lots of folks to assist with the AI.

Big Data 98

Big Data Machine Learning Insurance Data Processing 98

CIO Business Intelligence

JANUARY 4, 2023

Cloud, sustainability, scale, and exponential data growth—these major factors that set the tone for high performance computing (HPC) in 2022 will also be key in driving innovation for 2023. Advances in Artificial Intelligence and Machine Learning (AI/ML): AI/ML will continue growing as an important workload in HPC.

Cost-Benefit 59

Cost-Benefit Machine Learning Modeling Uncertainty 59

DataKitchen

NOVEMBER 29, 2021

Keep an eye on the eight top trends below that we believe will be significant in the year 2022. In 2022, data organizations will institute robust automated processes around their AI systems to make them more accountable to stakeholders. Model developers will test for AI bias as part of their pre-deployment testing.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

datapine

SEPTEMBER 27, 2022

Some of these ‘structures’ may include putting all the information; for instance, a structure could be about cars, placing them into tables that consist of makes, models, year of manufacture, and color. Originally published in 2018, the book has a second edition that was released in January of 2022.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

Cloudera

AUGUST 26, 2021

Ozone natively provides Amazon S3 and Hadoop Filesystem compatible endpoints in addition to its own native object store API endpoint and is designed to work seamlessly with enterprise scale data warehousing, machine learning and streaming workloads. awsAccessKey=s3-spark-user/HOST@REALM.COM. model = fbprophet.Prophet().

Data Science 109

Data Science Forecasting Metadata Machine Learning 109

IBM Big Data Hub

AUGUST 1, 2023

We are bringing the power of foundation models with the availability of a GPU as a service on IBM Cloud offering to help organizations tap into artificial intelligence (AI) in a secured environment while aiming to mitigate third- and fourth-party risk.

Digital Transformation 68

Digital Transformation Risk Data Processing Enterprise 68

CIO Business Intelligence

JUNE 6, 2023

Here are three examples of organizations that unlocked increased value from hybrid data models: A large African telecommunications company was able to build up its analytics once and then deploy them on whatever infrastructure was available in the specific country of the African continent.

Insurance 52

Insurance Metadata Data Processing Machine Learning 52

CIO Business Intelligence

AUGUST 9, 2023

Most CEOs (72%) continue to prioritize digital investments, according to the 2022 CEO Outlook report from KPMG, in part due to concerns about emerging and disruptive technology, a top three risk to organizational growth. Next, “Horizon 2 is about innovating business models.

Digital Transformation 137

Digital Transformation Strategy Data-driven Consulting 137

Rita Sallam

JUNE 2, 2023

The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms. Here is the link to Alteryx’s Data Science and Machine Learning Bake-Off video. In 2000, the Netherlands had 8.5

Optimization 52

Optimization Insurance Machine Learning Risk 52

Cloudera

SEPTEMBER 20, 2022

The state of the art in AI systems for artistic tasks almost universally use deep-learning models, which presuppose a significant amount of compute resources both to create them, and once created to continue to use them for producing images. The content of these data sets may introduce problematic bias into a model’s results.

Deep Learning 85

Deep Learning Cost-Benefit Risk Data-driven 85

IBM Big Data Hub

APRIL 15, 2024

This is a nearly 10% increase in complaints and 22% increase in losses compared to 2022. IBM Storage FlashSystem also offers inline data corruption detection through its new Flash Core Modules 4 (FCM4), which continuously monitors statistics gathered from every single I/O using machine learning models to early detect anomalies at block level.

Snapshot 107

Snapshot Machine Learning Interactive Statistics 107

DataRobot Blog

MARCH 16, 2023

release, we’ve made it easy for you to rapidly prepare data, engineer new features and subsequently automate model deployment and monitoring into your Snowflake data landscape, all with limited data movement. We’ve tightened the loop between ML data prep , experimentation and testing all the way through to putting models into production.

Modeling 52

Modeling Experimentation Machine Learning Data-driven 52

CIO Business Intelligence

MAY 28, 2022

Eight years ago, McGlennon hosted an off-site think tank with his staff and came up with a “technology manifesto document” that defined in those early days the importance of exploiting cloud-based services, becoming more agile, and instituting cultural changes to drive the company’s digital transformation.

Insurance 135

Insurance Machine Learning Digital Transformation Cost-Benefit 135

datapine

DECEMBER 11, 2019

billion by 2022—a level of growth that will shape SaaS trends in 2020. SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. 2019 was a breakthrough year for the SaaS world in many ways.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

CIO Business Intelligence

MAY 27, 2022

Eight years ago, McGlennon hosted an off-site think tank with his staff and came up with a “technology manifesto document” that defined in those early days the importance of exploiting cloud-based services, becoming more agile, and instituting cultural changes to drive the company’s digital transformation.

Insurance 89

Insurance Machine Learning Digital Transformation Cost-Benefit 89

CIO Business Intelligence

FEBRUARY 28, 2024

The use of gen AI in the enterprise was nearly nothing in November 2022, where the only tools commonly available were AI image or early text generators. There are different tools, models, and vector databases evolving, and new papers coming out, which makes it very challenging for a company. They need stability. in December.

IT 115

IT Consulting Modeling Enterprise 115

CIO Business Intelligence

FEBRUARY 10, 2023

Deploying new data types for machine learning Mai-Lan Tomsen-Bukovec, vice president of foundational data services at AWS, sees the cloud giant’s enterprise customers deploying more unstructured data, as well as wider varieties of data sets, to inform the accuracy and training of ML models of late.

Unstructured Data 105

Unstructured Data Data Lake Machine Learning Enterprise 105

CIO Business Intelligence

JUNE 8, 2023

Building new business aligned cost models, setting up disaster recovery and BCP platforms, allowing remote-working, rearchitecting the enterprise network from the ground up, and migrating to cloud should be some of the prime focus areas for CIOs as they set about their operations in the new-era.”

Strategy 80

Strategy Data-driven Interactive Digital Transformation 80

CIO Business Intelligence

MAY 23, 2023

A 2022 survey of innovation and business strategy conducted by the International Monetary Fund found that 40% of innovation-oriented companies (SMBs to large enterprises) reduce costs as a result of new product innovations which, on average, account for 20% of all sales. Why hybrid cloud now?

Enterprise 92

Enterprise Cost-Benefit Interactive Data Processing 92

AWS Big Data

OCTOBER 23, 2023

At AWS re:Invent 2022, Amazon Athena launched support for Apache Spark. Before you run these workloads, most customers run SQL queries to interactively extract, filter, join, and aggregate data into a shape that can be used for decision-making, model training, or inference.

Data Lake 101

Data Lake Visualization Optimization Interactive 101

IBM Big Data Hub

FEBRUARY 6, 2024

Today, these three cloud architecture models are not mutually exclusive; instead, they work in concert to create a hybrid multicloud—an IT infrastructure model that uses a mix of computing environments (e.g., on-premises, private cloud, public cloud, edge) with public cloud services from more than one provider.

Cost-Benefit 109

Cost-Benefit Digital Transformation Software Modeling 109

DataRobot Blog

FEBRUARY 9, 2022

This approach gives freedom to move its AI artifacts around, regardless of whether they are hosted on a major cloud platform or its own on-premise infrastructure. Machine learning operations (MLOps) solutions allow all models to be monitored from a central location, regardless of where they are hosted or deployed.

IT 52

IT Experimentation Machine Learning Data Processing 52

Cloudera

JANUARY 24, 2023

In 2022, UBL was awarded Best Bank for Digital Solutions by Asiamoney and Market Leader of Digital Banking in Pakistan by Euromoney, a testament to its track record as the best in digital banking. First, it needed customized engagement models that would improve the customer experience.

Optimization 77

Optimization Data Analytics Analytics IT 77

datapine

NOVEMBER 19, 2019

An important part of artificial intelligence comprises machine learning, and more specifically deep learning – that trend promises more powerful and fast machine learning. This feature hierarchy and the filters that model significance in the data, make it possible for the layers to learn from experience.

Technology 279

Technology Internet of Things IT IoT 279

BizAcuity

MAY 10, 2022

The cloud market is well on track to reach the expected $495 billion dollar mark by the end of 2022. EC2 was a more evolved version of a Virtual Machine. Amazon strategically went with the pricing model of ‘on-demand’, allowing developers to pay only as-per their computational needs. Cloud became a competitive advantage.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

AWS Big Data

JUNE 21, 2023

In recent years, machine learning (ML) techniques have become increasingly popular to enhance search. An embedding model, for instance, could encode the semantics of a corpus. Generative LLMs on their own are prone to hallucinations —a situation where the model generates a believable but factually incorrect response.

Metrics 76

Metrics Measurement Modeling Dashboards 76

Cloudera

APRIL 21, 2022

In 2022, it’s hard to believe, that for the first decades of the Information Age, the U.S. military and kept track of health records for millions of active-duty soldiers, sailors, airmen and airwomen, support staff, and retired service people using pens & pencils, typewriters, paper, carbon paper, copy machines, and snail-mail.

Metadata 84

Metadata Informatics Insurance Data Processing 84

CIO Business Intelligence

AUGUST 1, 2023

In September 2022, Ofcom announced plans to study cloud service providers’ business methods, particularly as they relate to the provision of infrastructure as a service (which it defines as raw computing, storage, and networking resources) and platform as a service (tools to develop, test, run, and manage applications).

Cost-Benefit 52

Cost-Benefit Marketing Reporting Enterprise 52

AWS Big Data

MARCH 26, 2024

In 2022, AWS commissioned a study conducted by the American Productivity and Quality Center (APQC) to quantify the Business Value of Customer 360. This can be achieved using AWS Entity Resolution , which enables using rules and machine learning (ML) techniques to match records and resolve identities.

Data Strategy 69

Data Strategy Strategy Data Warehouse Prescriptive Analytics 69

Cloudera

MAY 25, 2021

According to Gartner , by 2022, more than half of major new business systems will incorporate “continuous intelligence” that use real-time context data to improve decision-making. It includes ten cameras set on the production line sending over five million photos of steel surfaces each day to a CV model.

Insurance 70

Insurance Data-driven IoT Manufacturing 70