O'Reilly on Data

FEBRUARY 18, 2020

Up until 2017, the ML+AI topic had been amongst the fastest growing topics on the platform. After several years of steady climbing—and after outstripping Java in 2017—Python-related interactions now comprise almost 10% of all usage. Not necessarily: Java-related searches increased by 5% between 2017 and 2018. Coincidence?

Data-driven 363

Data-driven Software Statistics Marketing 363

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 212

Modeling Finance Uncertainty Data mining 212

The Data Visualisation Catalogue

OCTOBER 18, 2024

Fan charts around GDP projections based on probit models of downturn risk — OECD CPI inflation projection & GDP projection for May 2017. Fan charts for pre-crisis forecasts of OECD-wide GDP growth, June 2008 forecast.

Snapshot 84

Snapshot Uncertainty Forecasting Risk 84

CIO Business Intelligence

NOVEMBER 26, 2024

The UAE made headlines by becoming the first nation to appoint a Minister of State for Artificial Intelligence in 2017. Governments like the UAE showcase robust AI engagement, with initiatives like the Falcon 2 AI model, designed to compete with Meta and Open AI. In the UAE, 91% of consumers know GenAI and 34% use these technologies.

Technology 85

Technology Data Architecture Data-driven Consulting 85

CIO Business Intelligence

JANUARY 7, 2025

John Gough, SVP of strategy and services at Element Three, ran my IT dramatis personae question through OpenAIs o1 model, which produced: A modern ITdramatis personae can feel like an ensemble cast in a prestige TV show each character essential, each with their own quirks and blind spots, all trying (and sometimes failing) to act as one.

IT 124

IT Consulting Machine Learning Technology 124

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 77

Big Data Data Analytics Analytics Machine Learning 77

Domino Data Lab

MARCH 16, 2021

We are at an interesting time in our industry when it comes to validating models – a crossroads of sorts when you think about it. There is an opportunity for practitioners and leaders to make a real difference by championing proper model validation. Three models were created. On to Concept Extraction and Building.

Modeling 122

Modeling Deep Learning Testing Optimization 122

DataRobot Blog

APRIL 29, 2022

With the big data revolution of recent years, predictive models are being rapidly integrated into more and more business processes. When business decisions are made based on bad models, the consequences can be severe. In 2017, additional regulation targeted much smaller financial institutions in the U.S. What is a model?

Risk 111

Risk Modeling IT Risk Management 111

CIO Business Intelligence

AUGUST 20, 2024

Enterprises did not rethink their companies or models to thrive in what was quickly becoming a digital-first world. On the other side, my work explored how work, processes, and supporting systems could evolve or be reimagined to transform business and operational models. Generative AI isn’t the last wave of AI disruption.

Digital Transformation 144

Digital Transformation Modeling ROI Strategy 144

CIO Business Intelligence

OCTOBER 30, 2024

Salima Bhimani has been encouraging the responsible and ethical use of AI for several years as Alphabet’s first chief strategist and director for inclusive and responsible technology, business, and leaders from 2017 to 2023. And we need to create governance models that can be integrated across functions.

Technology 131

Technology Strategy Risk IT 131

O'Reilly on Data

MARCH 23, 2023

It’s important to understand that ChatGPT is not actually a language model. It’s a convenient user interface built around one specific language model, GPT-3.5, is one of a class of language models that are sometimes called “large language models” (LLMs)—though that term isn’t very helpful. with specialized training.

IT 348

IT Modeling Testing Risk 348

CIO Business Intelligence

MARCH 6, 2024

What has IT’s role been in the transformation to a SaaS model? We built that end-to-end data model and process from scratch while we ran the old business. We knew we had a unique opportunity to build a new end-to-end architecture with a common AI-powered data model. Today, we’re a $1.6 The architecture was a means to get there.

Modeling 116

Modeling Management IT Metrics 116

O'Reilly on Data

DECEMBER 19, 2018

We need to do more than automate model building with autoML; we need to automate tasks at every stage of the data pipeline. There is no GitHub for data, though we are starting to see version control projects for machine learning models, such as DVC. Automation is more than model building. Toward a sustainable ML practice.

Machine Learning 279

Machine Learning Software Metadata Testing 279

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 Forecasting Technology 144

datapine

NOVEMBER 27, 2019

Marketers determine customer responses or purchases and set up cross-sell opportunities, whereas bankers use it to generate a credit score – the number generated by a predictive model that incorporates all of the data relevant to a person’s creditworthiness.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

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

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 Data Science Big Data IoT 45

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.

Machine Learning 145

Machine Learning Cost-Benefit Data Science Unstructured Data 145

Ontotext

NOVEMBER 29, 2024

But even though technologies like Building Information Modelling (BIM) have finally introduced symbolic representation, in many ways, AECO still clings to outdated, analog practices and documents. Since the first digitization attempts were made, the modeling of built environments has also evolved.

Modeling 59

Modeling Structured Data Technology Data Transformation 59

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

Smart Data Collective

MARCH 27, 2020

Insurance companies have access to stats on what make and model of car is stolen more often or involved in more crashes. For instance, the 2000 Honda Civic is the most stolen car in America and the Mitsubishi Mirage (in the 2013-2017 model range) has the most fatal crashes. Telematics.

Insurance 137

Insurance Measurement Risk Cost-Benefit 137

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 133

Machine Learning Enterprise Data-driven Modeling 133

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 144

Machine Learning Risk Insurance Predictive Analytics 144

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

CIO Business Intelligence

JULY 9, 2024

The UAE made headlines by becoming the first nation to appoint a Minister of State for Artificial Intelligence in 2017. Governments like the UAE showcase robust AI engagement, with initiatives like the Falcon 2 AI model, designed to compete with Meta and Open AI. In the UAE, 91% of consumers know GenAI and 34% use these technologies.

Technology 111

Technology Data Architecture Data-driven Consulting 111

datapine

NOVEMBER 19, 2019

This feature hierarchy and the filters that model significance in the data, make it possible for the layers to learn from experience. billion in 2017 to $190.61 Despite the challenges, blockchain technology has significant potential in providing an alternative trust model opposing banks, governments, and many other institutions.

Technology 279

Technology Internet of Things IT IoT 279

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 134

Data Lake Machine Learning Data Warehouse Unstructured Data 134

Domino Data Lab

SEPTEMBER 18, 2019

Models are at the heart of data science. Data exploration is vital to model development and is particularly important at the start of any data science project. From 2010 to 2017, the median price of a single-family home in San Francisco has gone from approximately $775,000 to $1.5 Introduction. There is a good reason for that.

Visualization 99

Visualization Interactive Machine Learning Data Science 99

CIO Business Intelligence

SEPTEMBER 17, 2024

Around 70% of foundational AI models have been developed in the US since 2017 and just three American ‘hyperscalers’ account for over 65% of the global as well as European cloud market. The largest European cloud operator accounts for just 2% of the EU market.”

IT 136

IT Reporting Manufacturing Metrics 136

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 Consulting Modeling 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 Data Science Machine Learning Data mining 142

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

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

JUNE 24, 2024

The potential benefits are enormous: Accenture estimates that 40% of all working hours can be augmented by large language models like GPT-4 and 65% of language tasks can be transformed into more productive activities through augmentation and automation. Crucially, all these AI technologies hinge on data.

Digital Transformation 105

Digital Transformation Deep Learning Machine Learning Optimization 105

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 84

Visualization Reporting Modeling IT 84

Smart Data Collective

JANUARY 13, 2021

Europe enacted the Global Data Protection Requirement in 2017 to address consumer privacy concerns. They have discovered that their Internet commerce models are particularly dependent on advances in machine learning. More recent polls have shown that support for greater online privacy protections is a bipartisan concern.

Big Data 121

Big Data Machine Learning Data-driven Manufacturing 121

CIO Business Intelligence

APRIL 5, 2022

As for AI inferencing, that means IBM is focusing on executing already-trained models, key for the types of workloads that IBM Z runs, while AI training can be left to another platform, Rutten said. Instead, they developed an integrated accelerator, an industry first for data center hardware.”.

Insurance 134

Insurance Risk Data Processing Modeling 134