IBM Big Data Hub

DECEMBER 4, 2017

They voraciously read blog posts about incorporating machine learning, choosing the best possible data model, determining how to make the most of data science skills, working with open source frameworks and more. Here are our top 10 blog posts of 2017.

Big Data 79

Big Data Data Analytics Analytics Machine Learning 79

Cloudera

JANUARY 19, 2018

Before we get too far into 2018, let’s take a look at the ten most popular Cloudera VISION blogs from 2017. On April 28, 2017, Mike Olson , as one of the founders of Cloudera, writes about the initial public offering, and what the milestone means. “We In 2017, Cloudera made significant inroads in Data Science and Machine Learning.

Machine Learning 45

Machine Learning IoT Big Data Insurance 45

CIO Business Intelligence

JANUARY 4, 2023

Experts point to Southwest’s point-to-point operating model as problematic in recovering from major weather issues compared to the hub-and-spoke model used by many major airlines. billion in stock buybacks between 2017 and 2019. While weather may have been the root cause, the 16,000 flights canceled between Dec.

Digital Transformation 144

Digital Transformation Software Technology Modeling 144

CIO Business Intelligence

MAY 29, 2024

For many, this spring’s RSA show was an energized, optimistic experience, similar to the pre-pandemic years of 2017-2019. There was a definite buzz about cybersecurity investments and M&A picking up steam, AI-based defense and AI-delivered industry models, and overall product innovation. For CISOs, the messages were clear.

Machine Learning 80

Machine Learning Enterprise Data-driven Modeling 80

CIO Business Intelligence

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. Despite being primarily an AWS shop, Rocket has taken a model-agnostic approach to generative AI platforms.

Data Lake 133

Data Lake Machine Learning Data Warehouse Unstructured Data 133

Domino Data Lab

MAY 25, 2022

As much as I would like to talk about that kind of transformers, the subject of this blog post is about the transformers proposed by Vaswani and team in the 2017 paper titled " Attention is all you need ". We will be covering what transformers are and how the idea of self-attention works.

Machine Learning 52

Machine Learning Modeling 52

O'Reilly on Data

JANUARY 22, 2019

An exploration of three types of errors inherent in all financial models. At Hedged Capital , an AI-first financial trading and advisory firm, we use probabilistic models to trade the financial markets. All financial models are wrong. Clearly, a map will not be able to capture the richness of the terrain it models.

Modeling 133

Modeling Finance Uncertainty Data mining 133

Decision Management Solutions

JUNE 4, 2021

A better approach with a much higher probability of success is to use decision modeling to explicitly and clearly define the decision-making you want to improve. There are many advantages of modeling decision requirements, including providing structure, enabling transparency, encouraging buy-in, and much more.

Analytics Technologies 52

Analytics Technologies Technology Modeling Key Performance Indicator 52

CIO Business Intelligence

MAY 14, 2024

Enterprises need to ensure that private corporate data does not find itself inside a public AI model,” McCarthy says. You don’t want a mistake to happen and have it end up ingested or part of someone else’s model. The excitement and related fears surrounding AI only reinforces the need for private clouds.

IT 143

IT Data Processing Enterprise Modeling 143

DMBS2

DECEMBER 12, 2017

Predictive modeling is a huge deal in customer-relationship apps. They have access to lots of data for model training. China also has a reasonable path to doing so (Russia not so much), in line with the “Lots of data makes models strong” line of argument. They have deep pockets.

Machine Learning 50

Machine Learning Predictive Modeling Deep Learning Modeling 50

Domino Data Lab

MAY 24, 2022

As much as I would like to talk about that kind of transformers, the subject of this blog post is about the transformers proposed by Vaswani and team in the 2017 paper titled " Attention is all you need ". We will be covering what transformers are and how the idea of self-attention works.

Machine Learning 40

Machine Learning Modeling 40

Dataiku

NOVEMBER 9, 2020

Arguably more famous today than Michael Bay’s Transformers , the transformer architecture and transformer-based models have been breaking all kinds of state-of-the-art records.

Deep Learning 90

Deep Learning Modeling 90

CIO Business Intelligence

MAY 7, 2024

Foundry’s 2024 CIO Tech Priorities study found 70% of organizations are actively researching or piloting AI-enabled technologies, while 21% have it already in use or are even upgrading and refining their models. In 2017, Myanmar saw 90% of its people owning a mobile phone—but only 10% owned a bank account.

Digital Transformation 130

Digital Transformation IoT Consulting Big Data 130

O'Reilly on Data

MARCH 19, 2020

Reinforcement learning fell by 5% in 2019; it’s up hugely—1,500+%—since 2017, however. Does the growing engagement in neural networks, reinforcement learning, unsupervised learning, and the increased focus on putting models into production augur a shift in how practitioners in the space frame what they do? What’s in a name?

Deep Learning 274

Deep Learning Machine Learning Data-driven Modeling 274

The Data Visualisation Catalogue

JANUARY 24, 2022

Detecting Dynamics of Hot Topics with Alluvial Diagrams: A Timeline Visualization (2017). Data Visualization by Alluvial Diagrams for Bibliometric Reports, Systematic Reviews and Meta-Analyses (2017). concentrations by an alluvial diagram (2017). Bayesian Modelling of Alluvial Diagram Complexity (2021).

Visualization 77

Visualization Reporting Modeling IT 77

CIO Business Intelligence

SEPTEMBER 29, 2023

These skills include expertise in areas such as text preprocessing, tokenization, topic modeling, stop word removal, text classification, keyword extraction, speech tagging, sentiment analysis, text generation, emotion analysis, language modeling, and much more.

Deep Learning 143

Deep Learning Machine Learning Modeling Consulting 143

CIO Business Intelligence

AUGUST 11, 2023

Transformer models take applications such as language translation and chatbots to a new level. Innovations such as the self-attention mechanism and multi-head attention enable these models to better weigh the importance of various parts of the input, and to process those parts in parallel rather than sequentially.

Unstructured Data 142

Unstructured Data Modeling Machine Learning Data mining 142

IBM Big Data Hub

FEBRUARY 20, 2024

Climate models provide answers Human activities precipitated changes to the Earth’s climate in the 20th century and will largely determine the future climate. Global climate models have given climate scientists a set of expectations as to what the future could hold, both for the Earth at large and for specific regions.

Modeling 118

Modeling Forecasting Reporting Risk 118

CIO Business Intelligence

APRIL 25, 2023

A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017. Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. Meanwhile, however, many other labs have been developing their own generative AI models.

Experimentation 116

Experimentation Enterprise Deep Learning Modeling 116

CIO Business Intelligence

SEPTEMBER 7, 2022

Dubbed Cropin Cloud, the suite comes with the ability to ingest and process data, run machine learning models for quick analysis and decision making, and several applications specific to the industry’s needs. The company says it has partnered with more than 250 B2B customers.

B2B 105

B2B Contextual Data IoT Deep Learning 105

Jet Global

AUGUST 4, 2023

Background After coming to America 3 years ago and learning DAX through Power Pivot Pro’s excellent intro to Tabular models, I met the founder of Power ON, Per Solli in Los Angeles in 2017. Power ON’s toolkit opens up completely new opportunity with their Power BI Write-Back Features, and their custom visuals.

Visualization 52

Visualization Reporting Technology Modeling 52

CIO Business Intelligence

MARCH 11, 2022

The joint venture is the result of the synergy we have built with IFS since 2017. Last March, IFS launched a new, cloud-native version of its suite of ERP applications with significant extensions for field service management (FSM) and enterprise asset management (EAM), all based on the same data model via its IFS Cloud platform.

Consulting 98

Consulting Manufacturing Sales Marketing 98

erwin

JULY 30, 2020

ArchiMate is an enterprise architecture (EA) modeling language from The Open Group and used to communicate an organization’s enterprise architecture. Pronounced “ AR-ki-mayt” , the modeling language’s name comes from a compounding of “ archi tecture” and “ani mate.” was released in 2017. The latest version, ArchiMate 3.0

Enterprise 138

Enterprise Visualization Modeling Testing 138

O'Reilly on Data

APRIL 23, 2024

Some of those innovations, like Amazon’s cloud computing business, represented enormous new markets and a new business model. Google, for example, invented the Large Language model architecture that underlies today’s disruptive AI startups. These companies did continue to innovate.

Advertising 265

Advertising Cost-Benefit Marketing Risk 265

Smart Data Collective

APRIL 5, 2022

Although SageMaker has become a popular hardware accelerator since it was launched in 2017, there are plenty of other overlooked hardware accelerators on the market. This feature helps automate many parts of the data preparation and data model development process. A data visualization interface known as SPSS Modeler. Neptune.ai.

Cost-Benefit 123

Cost-Benefit Machine Learning Data Science Unstructured Data 123

CIO Business Intelligence

NOVEMBER 29, 2022

AWS launched Amazon Connect in 2017 in an effort to offer a low-cost, high-value alternative to traditional customer service software suites. Amazon Connect uses a pay-for-what-you-use model, and no upfront payments or long-term commitments are required to sign up for the service.

Machine Learning 111

Machine Learning Forecasting Recreation/Entertainment Metrics 111

IBM Big Data Hub

OCTOBER 2, 2023

Since 2017, the FertilityAnswers network of more than 400 medical professionals has been providing responses to anonymous user questions, but the company was concerned about scaling their volunteer-based system.

Insurance 91

Insurance ROI Interactive Testing 91

CIO Business Intelligence

SEPTEMBER 26, 2023

That changed in 2017 when Swiss voters approved an energy act that would reduce the country’s dependency on fossil fuels by 2050. Grid feed-in characteristics were heavily dependent on solar irradiation and could fluctuate.

Machine Learning 105

Machine Learning Forecasting Measurement Data Warehouse 105

CIO Business Intelligence

FEBRUARY 14, 2023

When Grayling joined the company in 2017, he focused on business process transformation, which went well as long as the processes concerned didn’t cross the boundary between SAP instances — a challenge he encountered while transforming source-to-pay processes across the two systems by implementing SAP Ariba. It was costing us a lot of money.”

Data Processing 98

Data Processing Cost-Benefit Testing Modeling 98

IBM Big Data Hub

OCTOBER 29, 2019

In this blog, we’ll look at the differences between an SPSS Statistics Subscription and the traditional on-premises license that was the only way to purchase SPSS Statistics up until 2017. Now, you can choose which licensing model is best for your business.

Statistics 66

Statistics Software Modeling IT 66

Sisense

JULY 24, 2019

NLQ serves those users who are in a rush, or who lack the skills or permissions to model their data using visualization tools or code editors. Last, and still a very painful challenge for most users, is the familiarity with the underlying data and data model. when the user actually meant to compare between Q1 2018 to the whole of 2017?

Analytics 89

Analytics Experimentation Metadata Big Data 89

CIO Business Intelligence

JANUARY 13, 2023

Further, the report showed that NASA was years away from moving to an enterprise computing model and was in violation of the federal policy to implement a centralized software asset management program that tracks inventory and license data. “We In 2017, NASA had to pay $18.9 million by the agency to settle software usage penalties.

IT 122

IT Software Reporting Risk 122

Cloudera

SEPTEMBER 24, 2021

Suddenly, it was possible to build a data model of the network and create both a historical and predictive view of its behaviour. The Explosion in Telco Big Data: 2012-2017. As data volumes soared – particularly with the rise of smartphones – appliance based models became eye-wateringly expensive and inflexible.

Analytics 94

Analytics IoT Cost-Benefit Big Data 94

Jen Stirrup

FEBRUARY 1, 2023

The effects of AI will be magnified in the coming decade as manufacturing, retailing, transportation, finance, health care, law, advertising, insurance, entertainment, education, and virtually every other industry transform their core processes and business models to take advantage of machine learning.

Recreation/Entertainment 63

Recreation/Entertainment Testing Advertising Insurance 63

The Data Visualisation Catalogue

DECEMBER 13, 2021

A Model of Perceptual Task Effort for Bar Charts and its Role in Recognizing Intention. User Modeling and User-Adapted Interaction , 16(1), 1–30. Qu, H., & Sedlmair, M. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Readability and Precision in Pictorial Bar Charts. Skau, D., & Kosara, R.

Visualization 115

Visualization Experimentation Publishing Interactive 115

Smart Data Collective

DECEMBER 9, 2020

In 2017, the university forged a partnership with Microsoft and the city of Bellevue. The goal is to develop predictive analytics models that will be able to recommend changes to prevent such accidents from occurring in the first place. New machine learning initiatives offer promising opportunities to lower car accidents.

Machine Learning 141

Machine Learning Risk Insurance Predictive Analytics 141

CIO Business Intelligence

SEPTEMBER 14, 2022

The simplest and most effective approach I’ve seen and used to define and document project roles and responsibilities is the RACI model. Integrating the RACI model into an organization’s project life cycle (PLC) creates a powerful synergy that enhances and improves project outcomes. Enter the RACI matrix. What is a RACI matrix?

Consulting 116

Consulting Modeling Management Strategy 116