O'Reilly on Data

MARCH 19, 2020

Our analysis of ML- and AI-related data from the O’Reilly online learning platform indicates: Unsupervised learning surged in 2019, with usage up by 172%. Deep learning cooled slightly in 2019, slipping 10% relative to 2018, but deep learning still accounted for 22% of all AI/ML usage. Growth in ML and AI is unabated.

Deep Learning 276

Deep Learning Machine Learning Data-driven Modeling 276

O'Reilly on Data

DECEMBER 12, 2019

Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML. Because all ML models make mistakes, everyone who cares about ML should also care about model debugging. [1]

Machine Learning 190

Machine Learning Modeling Testing Risk Management 190

CONTACT Software

OCTOBER 28, 2022

The evolution of language models in the field of NLP (Natural Language Processing) has led to huge leaps in the accuracy of these models for specific tasks, especially since 2019, but also in the number and scope of the capabilities themselves. The rise of giant AI models".

Modeling 52

Modeling Technology 52

Data Science 101

SEPTEMBER 24, 2019

Is the list missing a project released in 2019? If so, please leave a comment.

Data Science 104

Data Science Deep Learning Machine Learning Visualization 104

CIO Business Intelligence

AUGUST 17, 2022

Madhuri Andrews, who became chief digital and information officer of Jacobs in 2019, knew the strategy would require a new IT operating model, both to enable IT to act as a truly global organization and to leverage the IT team as business leaders in the company’s acquisitions-fueled transformational journey. Three modes of IT.

Modeling 109

Modeling IT Consulting Strategy 109

Jet Global

MARCH 13, 2019

As data stores scale and business need for advanced analytics and modeling get more desperate, only business intelligence software is uniquely situated to assist businesses with both the data warehousing and analytics needs required to respond to situations or market changes that can sometimes occur faster than they can react. Download Now.

Business Intelligence 85

Business Intelligence Software Data Science Enterprise 85

erwin

OCTOBER 18, 2019

erwin positioned as a Leader in Gartner’s “2019 Magic Quadrant for Metadata Management Solutions”. We were excited to announce earlier today that erwin was named as a Leader in the @Gartner _inc “2019 Magic Quadrant for Metadata Management Solutions.”. GET THE REPORT NOW. This graphic was published by Gartner, Inc.

Metadata 63

Metadata Management Reporting Marketing 63

KDnuggets

SEPTEMBER 27, 2019

This live webinar, Oct 2 2019, will instruct data scientists and machine learning engineers how to build manage and deploy auto-adaptive machine learning models in production. Save your spot now.

Machine Learning 84

Machine Learning Modeling Management 84

O'Reilly on Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

Modeling 131

Modeling 131

erwin

DECEMBER 19, 2019

The Best Data Governance and Metadata Management Blog Posts of 2019. Business Architecture and Process Modeling for Digital Transformation. The post Top 7 Data Governance and Metadata Management Blog Posts of 2019 appeared first on erwin, Inc. Data Governance Framework: Three Steps to Successful and Sustainable Implementation.

Metadata 75

Metadata Data Governance Management Digital Transformation 75

O'Reilly on Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

Modeling 134

Modeling 134

Cloudera

MARCH 13, 2019

ING – Utilizing HDP and HDF for machine learning models to make relevant engagements with customers. Stay tuned for March 19, 2019 as the winners are unveiled at the Luminaries dinner in Barcelona. The post Introducing the 2019 Data Heroes – EMEA! appeared first on Cloudera Blog.

Data Architecture 68

Data Architecture Deep Learning Machine Learning Big Data 68

FineReport

NOVEMBER 26, 2019

First, data processing, data cleaning, and then data modeling, finally data visualization that uses presentation of charts to identify problems and influence decision-making. The advantage of Power BI lies in its business model and data analysis capabilities. Top 6 Data Analytics Tools in 2019 shows at FineReport first.

Data Analytics 98

Data Analytics Analytics Statistics Visualization 98

Dataiku

FEBRUARY 19, 2020

In late 2019, Dataiku enlisted Gerson Lehrman Group (GLG) to administer an anonymous survey to 200 IT professionals across a range of industries. The goal of this survey was to uncover trends in data architecture in the enterprise, specifically in the context of operationalizing machine learning models. What did we find?

Data Architecture 59

Data Architecture Enterprise Modeling Machine Learning 59

DataRobot Blog

AUGUST 23, 2019

The next day, in the men’s final, we watched the match between our model’s top two favorites, Novak Djokovic (39%) and Roger Federer (32%) compete in an epic final that saw Novak Djokovic win his fifth Wimbledon title. With the 2019 US Open starting, we wanted to see if we could use DataRobot to predict how this tournament will play out.

Predictive Modeling 52

Predictive Modeling Modeling Marketing Analytics Data Science 52

Decision Management Solutions

JUNE 25, 2019

The last mile – getting ML models embedded into production systems – is critically important for analytic value and yet it is hard and often neglected. He also emphasized the need to apply this framework when defining problems, looking at data, picking models and using them – throughout the lifecycle.

Predictive Analytics 75

Predictive Analytics Analytics Data Science Experimentation 75

KDnuggets

DECEMBER 16, 2019

Once you have deployed your machine learning model into production, differences in real-world data will result in model drift. This guide defines model drift and how to identify it, and includes approaches to enable model training. So, retraining and redeploying will likely be required.

Modeling 112

Modeling Machine Learning IT 112

CIO Business Intelligence

JUNE 12, 2023

The ISACA announced an updated version of COBIT in 2018, ditching the version number and naming it COBIT 2019. COBIT 2019 was introduced to build governance strategies that are more flexible and collaborative and that address new and changing technology.

Risk Management 64

Risk Management Strategy Digital Transformation Enterprise 64

Smart Data Collective

MAY 14, 2019

In the early days of software development , projects were developed sequentially in a series of steps which was called “The Waterfall Model.” Here is a typical waterfall model for software development : Requirements. You will find many similarities between the traditional agile model and how DevOps teams work together.

IT 86

IT Testing Software Modeling 86

bridgei2i

NOVEMBER 5, 2019

The ‘State of Enterprise in India 2019’ covers industry-wise adoption in the country today and provides insights on strategic trends, relevant use cases the future outlook for AI in enterprises. Various partnership and engagement models that enterprises can choose from to drive tangible value from AI.

Reporting 40

Reporting Enterprise Digital Transformation Consulting 40

Decision Management Solutions

DECEMBER 12, 2018

Bill Franks, Tom Davenport and Bob Morison of the International Institute for Analytics recently published their 2019 Analytics Predictions & Priorities. Second, they are concerned about the low rate of successful analytic model deployment – as are we. Merge AI and Analytics. Emphasis theirs].

Analytics 40

Analytics Predictive Analytics Modeling Data-driven 40

Smart Data Collective

MARCH 29, 2019

In 2019, crypto scams where the most common type of online security breaches. CIO reports that CryptoLocker was one of the worst ransomware attacks of 2019. Predictive analytics algorithms recognize that hackers are more sophisticated than previous security models were able to account for.

Predictive Analytics 54

Predictive Analytics Analytics Analytics Technologies Technology 54

KDnuggets

AUGUST 12, 2019

We’ll now look at a number of research papers on covering state-of-the-art approaches to building semantic segmentation models. These labels could include a person, car, flower, piece of furniture, etc., just to mention a few.

Modeling 87

Modeling 87

DataRobot

JUNE 17, 2021

At the time, I had a small following of people interested in using Eureqa to derive mathematical formulas and models. What Makes Eureqa Models Different from other Models. Some of the main benefits in Eureqa models is that they can derive new features that can be extremely predictive (e.g. They also deploy very easily.

Modeling 52

Modeling Experimentation Machine Learning Measurement 52

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 125

Modeling Forecasting Reporting Risk 125

KDnuggets

SEPTEMBER 9, 2019

In this article, we’ll look at research and model architectures that have been written and developed to do just that using deep learning.

Deep Learning 112

Deep Learning Modeling 112

CDW Research Hub

SEPTEMBER 18, 2019

San Antonio, TX—18 September, 2019 — Sirius Computer Solutions, Inc. Partner of the Year for 2019, which was awarded during Pure’s Global Partner Forum at Pure//Accelerate 2019. The post Sirius Receives Recognition from Pure Storage at Pure//Accelerate 2019 appeared first on Sirius Computer Solutions.

Sales 40

Sales Optimization Technology Strategy 40

Jet Global

NOVEMBER 20, 2019

November 20, 2019 – insightsoftware , the global leader in enterprise resource planning (ERP) and enterprise performance management (EPM) reporting solutions, has been named Partner of the Year in the 2019 MRI Innovation Awards. RALEIGH, N.C. For more information, please visit mrisoftware.com. mtorpey@threeringsinc.com.

Operational Reporting 40

Operational Reporting Software Reporting Data Processing 40

Data Science 101

NOVEMBER 7, 2019

Azure Machine Learning is an environment to help with all the aspects of data science from data cleaning to model training to deployment. Azure Machine Learning now has a new web interface and it just got support for the R programming language. Python support has been available for a while. Visual Studio Online.

Data Science 106

Data Science Machine Learning Data Lake Visualization 106

O'Reilly on Data

MAY 25, 2021

GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. I’d like to share my thoughts on GPT-3 in terms of risks and countermeasures, and discuss real examples of how I have interacted with the model to support my learning journey.

Modeling 346

Modeling Marketing Testing Machine Learning 346

Smart Data Collective

SEPTEMBER 30, 2019

This is, of course, unless you’re one of the carefree crowd which is still using the same password for absolutely everything you do online in 2019. As with any subscription model, Spotify takes payments from you using bank details which are stored under your account details. If you are, you need to stop doing that immediately.

Machine Learning 70

Machine Learning Big Data Risk Interactive 70

erwin

JANUARY 3, 2019

Experts are predicting a surge in GDPR enforcement in 2019 as regulators begin to crackdown on organizations still lagging behind compliance standards. Big Data Batman (@BigDataBatman) January 29, 2019. The post Who to Follow in 2019 for Big Data, Data Governance and GDPR Advice appeared first on erwin, Inc.

Data Governance 53

Data Governance Big Data Data-driven Data Processing 53

IBM Big Data Hub

MARCH 25, 2024

” Since 2019, the AI Ethics Board has been co-chaired by two leaders: Christina Montgomery (Vice President, Chief Privacy and Trust Officer) and Francesca Rossi (IBM Fellow, and AI Ethics Global Leader).

Risk 107

Risk Machine Learning Technology Modeling 107

Jen Stirrup

DECEMBER 14, 2018

As part of my MBA program, I’ve done lots of strategic analysis modelling for businesses, starting with the default SWOT and a PESTLE analysis through to different models: Porter, Business Canvas Model, SOAR, and so on. Here is the list of goals for 2019: Contracts and Partnerships. Goal for 2019: More of the same.

Consulting 56

Consulting Business Intelligence Data Science Marketing 56

FineReport

AUGUST 18, 2020

According to “IDC Semiannual Software Tracker for the Second Half of 2019”, the scale of China’s business intelligence software market reached US$490 million in 2019, with a year-on-year increase of 22.6%. In terms of deployment models, in 2019, traditional deployment models accounted for 82.7% billion U.S.

Business Intelligence 98

Business Intelligence Marketing Digital Transformation Software 98

Decision Management Solutions

FEBRUARY 11, 2019

Think 2019 is here! This session will share relevant use cases and illustrate how decision modeling can be used as a framework to inject AI into your business operations. The post This Week at Think 2019: Delivering Excellent Customer Experiences with Analytics and Automation appeared first on Decision Management Solutions.

Analytics 40

Analytics Machine Learning Strategy Modeling 40

AWS Big Data

MAY 17, 2023

In 2020, as gyms shuttered and people looked for ways to stay active from the safety of their homes, the company’s annual revenue soared from $915 million in 2019 to $4 billion in 2021. Meanwhile, the company’s subscribers jumped from around 360,000 in 2019 to 2.76 million at the end of 2022.

Data Warehouse 114

Data Warehouse Cost-Benefit Sales Data-driven 114