O'Reilly on Data

MARCH 20, 2019

Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors. Like many others, I’ve known for some time that machine learning models themselves could pose security risks. This is like a denial-of-service (DOS) attack on your model itself.

Modeling 219

Modeling Machine Learning Predictive Modeling Consulting 219

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 187

Machine Learning Modeling Testing Risk Management 187

O'Reilly on Data

MARCH 18, 2020

The new survey, which ran for a few weeks in December 2019, generated an enthusiastic 1,388 responses. This year, about 15% of respondent organizations are not doing anything with AI, down ~20% from our 2019 survey. It seems as if the experimental AI projects of 2019 have borne fruit. But what kind? Bottlenecks to AI adoption.

Enterprise 307

Enterprise Deep Learning Data Governance Risk 307

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

IBM Big Data Hub

APRIL 13, 2023

After developing a machine learning model, you need a place to run your model and serve predictions. If your company is in the early stage of its AI journey or has budget constraints, you may struggle to find a deployment system for your model. Also, a column in the dataset indicates if each flight had arrived on time or late.

Modeling 84

Modeling Statistics Machine Learning Testing 84

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

O'Reilly on Data

APRIL 12, 2019

Machine learning needs to ensure privacy, both of the training data and the model, and needs to be fair and invulnerable to tampering. Continue reading Strata San Francisco, 2019: Opportunities and Risks. Shafi Goldwasser challenged developers to create “Safe ML” : machine learning that can’t be abused.

Risk 130

Risk Machine Learning Sales Data Governance 130

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.

IT 109

IT Modeling Consulting Strategy 109

erwin

DECEMBER 13, 2018

We’re making the following data governance predictions for 2019: Top 10 Data Governance Predictions for 2019. GDPR fines are coming and they will be massive : Perhaps one of the safest data governance predictions for 2019 is the coming clamp down on GDPR enforcement. Data is no longer just an IT issue.

Data Governance 91

Data Governance IoT Internet of Things Data-driven 91

Sisense

DECEMBER 3, 2019

The merger of Periscope Data in May 2019 brings robust functionality for cloud data experts to work with their data as needed while supporting a wide breadth of users and use cases. With a single click, an ensemble of univariate forecast models run against your data. Unleash the power of advanced analytics. Talk to your data.

Data Warehouse 90

Data Warehouse Analytics Digital Transformation Forecasting 90

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 Data Science Software 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 81

Machine Learning Modeling Management 81

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

O'Reilly on Data

FEBRUARY 18, 2020

Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%. But sustained interest in cloud migrations—usage was up almost 10% in 2019, on top of 30% in 2018—gets at another important emerging trend. Still cloud-y, but with a possibility of migration.

Data-driven 331

Data-driven Software Statistics Marketing 331

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 69

Data Architecture Deep Learning Machine Learning Big Data 69

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

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

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 114

Machine Learning Enterprise Data-driven Modeling 114

Cloudera

MAY 22, 2019

If you’re using predictive machine learning models to save time and increase productivity, we want to hear from you, too. The 2019 Data Impact Awards recognize organizations’ achievements with the Cloudera platform in seven categories: DATA FROM THE EDGE-TO-AI. If you’ve democratized data within your company, we want to hear from you.

Machine Learning 56

Machine Learning Data Architecture IoT Metadata 56

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

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

Jet Global

JULY 15, 2021

Despite these limitations, every smart business relies upon planning, forecasting, and scenario modeling to establish reasonable parameters for understanding what the future might hold, setting a strategy for the organization, and determining which actions to take in both the short and long terms. Learn to Expect the Unexpected.

Modeling 98

Modeling Recreation/Entertainment Sales Cost-Benefit 98

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 109

Modeling Machine Learning IT 109

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 69

Risk Management Strategy Digital Transformation Enterprise 69

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 89

IT Testing Software Modeling 89

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 56

Predictive Analytics Analytics Analytics Technologies Software 56

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

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 83

Modeling 83

Sisense

JUNE 6, 2019

I know for a fact that Sisense has the greatest level of flexibility for modeling data. Gartner Disclaimer: Gartner, Critical Capabilities for Analytics and Business Intelligence Platforms, 14 May 2019, James Richardson, Rita Sallam, Austin Kronz.

Reporting 75

Reporting Business Intelligence Visualization Digital Transformation 75

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

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 Management 40

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 71

Machine Learning Big Data Risk Interactive 71

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