DataRobot Blog

OCTOBER 18, 2022

Organizations are looking for AI platforms that drive efficiency, scalability, and best practices, trends that were very clear at Big Data & AI Toronto. DataRobot Booth at Big Data & AI Toronto 2022. These accelerators are specifically designed to help organizations accelerate from data to results.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

IBM Big Data Hub

OCTOBER 4, 2023

Why does AI need an open data lakehouse architecture? from 2022 to 2026. Another IDC study showed that while 2/3 of respondents reported using AI-driven data analytics, most reported that less than half of the data under management is available for this type of analytics.

Data Lake 79

Data Lake Metadata Cost-Benefit Data Warehouse 79

Cloudera

DECEMBER 14, 2022

The company recently migrated to Cloudera Data Platform (CDP ) and CDP Machine Learning to power a number of solutions that have increased operational efficiency, enabled new revenue streams and improved risk management. OCBC also won a Cloudera Data Impact Award 2022 in the Transformation category for the project.

Data Strategy 79

Data Strategy Strategy IT Contextual Data 79

CIO Business Intelligence

NOVEMBER 29, 2023

While the roots of the metaverse date back more than 70 years, the concept gained instant credibility when it landed on Gartner’s 2022 Hype Cycle for Emerging Technologies with a “Plateau of Productivity’ timeframe of “more than 10 years.” The goal is to provide a memorable interactive environment.

Interactive 85

Interactive Recreation/Entertainment Enterprise Advertising 85

CIO Business Intelligence

OCTOBER 4, 2023

From 2016 to 2022, the company went from processing a payments volume of $354 billion to $1.36 The fourth is called the merchant, consumer, and developer experience layer, which includes the web interface, mobile applications, and APIs that allow customers to use PayPal’s service interactively and programmatically. trillion last year.

Digital Transformation 117

Digital Transformation Deep Learning Data Lake Risk 117

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. DSS vs. decision intelligence Research firm, Gartner, declared decision intelligence a top strategic technology trend for 2022. Analytics, Data Science

Data mining 123

Data mining Data-driven Statistics OLAP 123

CIO Business Intelligence

JANUARY 26, 2024

If you want to grow your data scientist career and capitalize on the demand for the role, you might consider getting a graduate degree in AI. The core faculty comes from the School of Interactive Computing, but there are also machine learning faculty in the schools of Computer Science and Computational Science & Engineering.

Machine Learning 95

Machine Learning Statistics Recreation/Entertainment Data Science 95

CIO Business Intelligence

JUNE 30, 2023

Luke Roquet recently spoke to a customer who recounted the shock of getting a $700,000 bill for a single data science workload running in the cloud. Foundry’s 2022 Data & Analytics study found that 62% of IT leaders expect the share of analytics workloads they run in the cloud to increase.

Data Analytics 92

Data Analytics Analytics Machine Learning Business Intelligence 92

AWS Big Data

JUNE 14, 2023

In 2022, one of the KPI Monitoring dashboards helped save at least 5,600 hours in total across 230 managers and 2,000 consultants. Additionally, we launched the first iteration of a hygiene dashboard in February 2022. The adoption of the dashboard led to a 73% reduction in hygiene issues from February 2022 to February 2023.

Dashboards 78

Dashboards KPI Scorecard Metadata 78

CIO Business Intelligence

MAY 20, 2022

If you want to grow your data scientist career and capitalize on the demand for the role, you might consider getting a graduate degree in AI. News & World Report ranks the best AI graduate programs at computer science schools based on surveys sent to academic officials in fall 2021 and early 2022. Carnegie Mellon University.

Machine Learning 141

Machine Learning Statistics Recreation/Entertainment Data Science 141

Cloudera

AUGUST 8, 2022

In June 2022, Cloudera announced the general availability of Apache Iceberg in the Cloudera Data Platform (CDP). The general availability covers Iceberg running within some of the key data services in CDP, including Cloudera Data Warehouse ( CDW ), Cloudera Data Engineering ( CDE ), and Cloudera Machine Learning ( CML ).

Snapshot 91

Snapshot Data Warehouse Machine Learning Cost-Benefit 91

CIO Business Intelligence

MAY 10, 2022

Customer data platform vendors. According to Fortune Business Insights, the global customer data platform market was valued at $1.16 billion in 2022 to $6.94 Vendors are investing heavily in these platforms, driven by marketers’ need to collect and analyze ever-increasing amounts of customer data across channels.

Advertising 98

Advertising Interactive Marketing Data Integration 98

Smarten

DECEMBER 3, 2023

‘Augmented analytics is the use of enabling technologies such as machine learning and AI to assist with data preparation, insight generation and insight explanation to augment how people explore and analyze data in analytics and BI platforms. We should probably explain before we move on.

Key Performance Indicator 52

Key Performance Indicator Analytics IT Predictive Analytics 52

AWS Big Data

MARCH 26, 2024

Customer 360 (C360) provides a complete and unified view of a customer’s interactions and behavior across all touchpoints and channels. This view is used to identify patterns and trends in customer behavior, which can inform data-driven decisions to improve business outcomes. Then, you transform this data into a concise format.

Data Strategy 70

Data Strategy Strategy Data Warehouse Prescriptive Analytics 70

O'Reilly on Data

OCTOBER 11, 2022

Gartner has anointed “Hyperautomation” one of the top 10 trends for 2022. Still, as of mid-2022, we remain in a job market where hiring is difficult, at any level, and if a business is going to grow, it needs the human resources to grow. Hyperautomation may or may not be the biggest technology trend of 2022. Should it be?

Data Integration 286

Data Integration Insurance Dashboards Modeling 286

IBM Big Data Hub

DECEMBER 20, 2023

ML is a computer science, data science and artificial intelligence (AI) subset that enables systems to learn and improve from data without additional programming interventions. Each type and sub-type of ML algorithm has unique benefits and capabilities that teams can leverage for different tasks. What is machine learning?

Machine Learning 75

Machine Learning Modeling Deep Learning Predictive Modeling 75

CIO Business Intelligence

JULY 24, 2023

Meanwhile, Herlihy and his team are delivering more data-driven capabilities using machine learning and other data science technologies, collaborating with the business units to, for example, create personalized messaging and targeted marketing campaigns aimed at further boosting sales.

IT 81

IT Sales Business Objectives Marketing 81

Ontotext

DECEMBER 15, 2023

As of the end of 2022, Github had 94 million Developers, 4 million Organizations, 330 million Repositories. by co-occurrence analysis) and repeat We also coreference topics across datasets to leverage links between datasets. As an illustration of this approach, let’s consider the following problem. categories and 29.2M

Machine Learning 69

Machine Learning Interactive Deep Learning Statistics 69

CIO Business Intelligence

APRIL 15, 2022

Organizations across every industry have been and continue to invest heavily in data and analytics. But like oil, data and analytics have their dark side. According to CIO’s State of the CIO 2022 report, 35% of IT leaders say that data and business analytics will drive the most IT investment at their organization this year.

Analytics 141

Analytics Machine Learning Insurance Testing 141

Data Science 101

OCTOBER 12, 2023

In 2022 I actually joined the lab and here we are today. My data sources are usually news, logs and web documents. I get to interact with really amazing people and because the signal to noise ratio is so high, they interact back. The first project we did used NLP for finance contracts (this was 2016).

Finance 64

Finance Machine Learning Interactive Manufacturing 64

CIO Business Intelligence

APRIL 5, 2023

Even with flexible remote work policies, the most seasoned employees in roles such as customer support, data science, business analysis, and DevSecOps move on to greener pastures and leave—just when they finally seemed to figure out how everything works.

Cost-Benefit 101

Cost-Benefit Metrics Measurement Digital Transformation 101

Cloudera

JUNE 18, 2022

But there was a better way: enter the Hive Metastore, one of the sleeper hits of the data platform of the last decade. As use cases matured, we saw the need for both efficient, interactive BI analytics and transactional semantics to modify data. Iterations of the lakehouse.

Data Lake 92

Data Lake Data Warehouse Machine Learning Cost-Benefit 92

CIO Business Intelligence

SEPTEMBER 27, 2023

Identifying worthwhile use cases Hackajob, a company that provides a platform for organizations to find and recruit IT and developer talent, began piloting generative AI models in the second half of 2022 as part of an informal research and development initiative to explore emerging technology trends.

Strategy 118

Strategy Risk Data-driven Modeling 118

CIO Business Intelligence

JUNE 23, 2022

But there was a better way: enter the Hive Metastore, one of the sleeper hits of the data platform of the last decade. As use cases matured, we saw the need for both efficient, interactive BI analytics and transactional semantics to modify data. Iterations of the lakehouse.

Data Lake 78

Data Lake Data Warehouse Machine Learning Cost-Benefit 78

CIO Business Intelligence

DECEMBER 19, 2022

To develop these products, we will heavily use data, artificial intelligence, and machine learning. Through the new state-of the-art innovation centre, we intend to attract skilled resources in the areas of product management, data sciences, user experience, and software engineering. To enable this, we have turned to APIs.

Data Warehouse 113

Data Warehouse Finance Machine Learning Technology 113

Cloudera

JUNE 16, 2022

CSP was recently recognized as a leader in the 2022 GigaOm Radar for Streaming Data Platforms report. SSB provides a comprehensive interactive user interface for developers, data analysts, and data scientists to write streaming applications with industry standard SQL. Convergence of batch and streaming made easy.

Data Lake 86

Data Lake Manufacturing Metadata Dashboards 86

The Unofficial Google Data Science Blog

APRIL 23, 2024

However, if we experiment with both parameters at the same time we will learn something about interactions between these system parameters. Interactions between parameters in different YouTube recommendation subsystems definitely exist, but important interactions and quadratic effects seem relatively rare. Bertsimas and D.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Domino Data Lab

JANUARY 6, 2019

In Paco Nathan ‘s latest column, he explores the theme of “learning data science” by diving into education programs, learning materials, educational approaches, as well as perceptions about education. He is also the Co-Chair of the upcoming Data Science Leaders Summit, Rev. Learning Data Science.

Data Science 56

Data Science Machine Learning Reporting Visualization 56

Cloudera

JUNE 7, 2022

Only Cloudera has the power to span multi-cloud and on-premises with a hybrid data platform. We deliver cloud-native data analytics across the full data lifecycle – data distribution, data engineering, data warehousing, transactional data, streaming data, data science, and machine learning – that’s portable across infrastructures.

IT 110

IT Data Architecture Unstructured Data Big Data 110

O'Reilly on Data

NOVEMBER 28, 2023

ChatGPT was opened to the public on November 30, 2022, roughly a year ago; the art generators, such as Stable Diffusion and DALL-E, are somewhat older. We weren’t surprised that AI programming (66%) and data analysis (59%) are the two most needed. Until AI reaches 100%, it’s still in the process of adoption.

Enterprise 267

Enterprise Modeling Testing Reporting 267

Octopai

MARCH 23, 2022

If you’re a conscientious data scientist, you’re going to clean up your data before using it to make models, predictions and recommendations. In the past, it’s been estimated that data scientists spend somewhere between 30% and 80% of their time just prepping and cleaning data. It’s a Data Jungle Out There.

Data Quality 91

Data Quality Reporting Modeling Interactive 91

IBM Big Data Hub

MAY 9, 2022

This capability will provide data users with visibility into origin, transformations, and destination of data as it is used to build products. Trust in data is created with the help of many capabilities noted earlier that deliver high-quality data that’s ready for self-service consumption by those who should have access.

Management 56

Management Data Quality Metadata Data Integration 56

Smart Data Collective

OCTOBER 17, 2022

While growing data enables companies to set baselines, benchmarks, and targets to keep moving ahead, it poses a question as to what actually causes it and what it means to your organization’s engineering team efficiency. What’s causing the data explosion? Big data analytics from 2022 show a dramatic surge in information consumption.

Big Data 104

Big Data Data-driven Recreation/Entertainment Data Governance 104

CIO Business Intelligence

JUNE 23, 2022

Only Cloudera has the power to span multi-cloud and on-premises with a hybrid data platform. We deliver cloud-native data analytics across the full data lifecycle – data distribution, data engineering, data warehousing, transactional data, streaming data, data science, and machine learning – that’s portable across infrastructures.

IT 72

IT Data Architecture Unstructured Data Big Data 72

Alation

JULY 7, 2022

Universities were only just beginning to plan formal academic data science programs, and the skills to be taught in those programs were still being identified. This year, there are more than 900 academic programs offering training in data science. A lack of data literacy slows down the process.

Metadata 52

Metadata Data-driven Insurance Statistics 52

Business Over Broadway

MAY 22, 2019

Also, loyalty leaders infuse analytics into CX programs, including machine learning, data science and data integration. How employees can drive transformation and emerging technology adoption: Both are data-heavy endeavors; We know that statistics/math knowledge is related to data science project success.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40