DataRobot Blog

FEBRUARY 16, 2022

A 2016 paper that sought to explain integrated care , laid out four different definitions and five different conceptual frameworks. Big, complicated datasets require the right tools, and machine learning is critical to uncovering the trends hiding in these new datasets. Check out some of our current use cases. More information.

Machine Learning 52

Machine Learning Reporting Metrics Data Integration 52

DataRobot Blog

APRIL 29, 2022

The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks. As machine learning advances globally, we can only expect the focus on model risk to continue to increase.

Risk 111

Risk Modeling IT Risk Management 111

CIO Business Intelligence

MARCH 25, 2022

That’s increasingly true today , with 43% of board directors at S&P 500 companies reporting technology backgrounds in their public disclosure, according to the National Association of Corporate Directors (NACD). I joined Baxter as CIO in 2011, and in 2016 I was presented with the opportunity to join my first public company board.

Digital Transformation 100

Digital Transformation Uncertainty Machine Learning Strategy 100

Alation

DECEMBER 15, 2022

Later, in its inaugural report on data catalogs, Forrester Research recognizes that “Alation started the MLDC trend.”. April 2016: Tesco Group becomes first customer outside North America. May 2016: Alation named a Gartner Cool Vendor in their Data Integration and Data Quality, 2016 report.

Metadata 52

Metadata Data Governance Data Quality Marketing 52

DataRobot

AUGUST 16, 2021

Seventy percent of customers expect organizations to provide transparent and fair AI experiences, according to a recent Capgemini report. But as the technology’s popularity grows, a number of concerning examples have emerged of AI models operating with algorithmic bias.

Metrics 98

Metrics Modeling Machine Learning Data Collection 98

Occam's Razor

MARCH 30, 2017

While the phrase Artificial Intelligence has been around since the first human wondered if she could go further if she had access to entities with inorganic intelligence, it truly jumped the shark in 2016. Machine Learning | Marketing. Machine Learning | Analytics. trillion pictures in 2016. Google Photos.

Marketing Analytics 166

Marketing Analytics Marketing Analytics Deep Learning 166

IBM Big Data Hub

SEPTEMBER 11, 2023

Forrester’s 2022 Total Economic Impact Report for Data Management highlights the impact Db2 and the IBM data management portfolio is having for customers: Return on investment (ROI) of 241% and payback <6 months. How Db2, AI and hybrid cloud work together AI- i nfused intelligence in IBM Db2 v11.5

Machine Learning 86

Machine Learning Cost-Benefit IoT Data Warehouse 86

CIO Business Intelligence

DECEMBER 5, 2023

54% of IT Decision Makers also expect to use cloud capabilities to leverage Artificial Intelligence (AI)/Machine Learning (ML) over the next year, which many see as a potential game changer for their industries. 34% reported a lack of the right skill sets, while 29% cited complexity of IT infrastructure as a major hurdle.

Manufacturing 86

Manufacturing Sales Strategy Insurance 86

Smart Data Collective

JULY 8, 2019

The reporting of accidents is crucial in maintaining the collection of this data. between 2016 and 2017. OSHA also reported in 2014 that there were nearly 4,000 deaths related to workplace accidents. Reporting Near-Misses. New predictive analytics and machine learning technology should address these concerns.

Big Data 77

Big Data Measurement Reporting Predictive Analytics 77

Cloudera

NOVEMBER 15, 2021

For example, the number of hyperscale centres is reported to have doubled between 2015 and 2020. Cisco estimates that global IP data traffic has grown 3-fold between 2016 and 2021, reaching 3.3 Similar figures of 80% of data being unstructured and growing at a rate of 55% to 65% annually is reported here. And data moves around.

Unstructured Data 88

Unstructured Data Recreation/Entertainment Structured Data Reporting 88

Rita Sallam

JULY 31, 2017

Machine learning automation is affecting all of enterprise software, but will completely transform how we build, analyze, and consume data and analytics. The same is happening to self-service data preparation platforms, where machine-learning augmented data preparation vendors such as Paxata, Trifacta and UniFi are driving innovation.

Marketing 72

Marketing Analytics Machine Learning Data Science 72

Alation

FEBRUARY 13, 2020

In The Forrester Wave: Machine Learning Data Catalogs, 36% to 38% of global data and analytics decision makers reported that their structured, semi-structured, and unstructured data each totaled 1,000 TB or more in 2017, up from only 10% to 14% in 2016. Their research is documented in an extensive report published today.

ROI 52

ROI Cost-Benefit Unstructured Data Data Lake 52

Alation

FEBRUARY 1, 2022

A new research report by Ventana Research, Embracing Modern Data Governance , shows that modern data governance programs can drive a significantly higher ROI in a much shorter time span. Between 2016 and 2019, robot-vacuum cleaner sales jumped by 13% year over year. Access the Ventana report, Diving Deeper Into the Data Lake.

Data Lake 52

Data Lake Data Governance ROI Cost-Benefit 52

O'Reilly on Data

MAY 11, 2020

Television only lacked the immediate feedback that comes with clicks, tracking cookies, tracking pixels, online experimentation, machine learning, and “agile” product cycles. Model Cards for Model Reporting by Mitchell et al. That loop isn’t new, of course; it was well-known to TV network executives. And the cycle goes on.

Modeling 188

Modeling Advertising Recreation/Entertainment Metrics 188

Smart Data Collective

DECEMBER 19, 2019

As per the report by PwC , 54% of executives have agreed that AI-powered tools have helped to boost organizational productivity. According to GlobeNewswire , over 61% of business professionals agree that AI and Machine Learning are the most significant data initiative in their organizations. Well, data is everything today!

Machine Learning 61

Machine Learning Reporting Testing Marketing 61

datapine

NOVEMBER 19, 2019

Internal comms: Computer vision technology can serve to improve internal communication by empowering employees to perform their tasks more visually, sharing image-based information that is often more digestible and engaging than text-based reports or information alone. Artificial Intelligence (AI).

Technology 279

Technology Internet of Things IT IoT 279

Sanjeev Mohan

FEBRUARY 6, 2019

My journey in helping our customers with their technical queries started when I joined Gartner in late 2016. I saw the winds change and the inquiry requests shifted towards advanced analytics involving machine learning (ML) questions. You can view the entire research report here (requires Gartner subscription).

Data Analytics 49

Data Analytics Analytics Data Governance Experimentation 49

Jet Global

MARCH 10, 2020

That’s why I see a lot of companies hiring a Chief Information Security Officer and having that person report directly to the CFO. I think most companies realized this around 2016, but 2020 is the year when they’ll really get serious about leveraging, optimizing, or monetizing data. This interview was edited and condensed.

Digital Transformation 69

Digital Transformation Big Data B2B Data-driven 69

CIO Business Intelligence

MAY 4, 2022

Sandbox began life as a secretive division of Google parent company Alphabet in 2016, and in March 2022 became a company in its own right, Sandbox AQ. That also is a compliance report output module, which allows you to hit a button, output a compliance report that you file with the appropriate regulatory bodies.

Enterprise 75

Enterprise Machine Learning Software Interactive 75

O'Reilly on Data

MARCH 23, 2021

On top of this, pre-existing societal biases are being reinforced and promulgated at previously unheard of scales as we increasingly integrate machine learning models into our daily lives. Put simply, we are reduced to the inputs of an algorithm. Footnotes.

Internet Publishing and Broadcasting 317

Internet Publishing and Broadcasting Broadcasting Data-driven Interactive 317

Domino Data Lab

AUGUST 8, 2019

Having participated in several Foo Camps—and even co-chaired the Ed Foo series in 2016-17— most definitely, a Foo will turn your head around. Latest in machine learning research centers rapidly expanding in Africa? then building machine learning models to recommend methods and potential collaborators to scientists.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

CIO Business Intelligence

MARCH 22, 2022

He will be based in Gurugram, reporting to CEO Pratik Pota, and will have responsibility for all the digital transformation initiatives at Jubilant FoodWorks. Sanjay Verma has joined Akums India as group CIO, reporting to managing director Sandeep Jain. He was a recipient of a 2016 CIO100 India award.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

datapine

AUGUST 29, 2022

James Warren, on the other part, is a successful analytics architect with a background in machine learning and scientific computing. It was lately revised and updated in January 2016. , Microsoft, Alibaba, Taobao, WebMD, Spotify, Yelp” according to Marz himself. 5) Data Analytics Made Accessible, by Dr. Anil Maheshwari.

Big Data 263

Big Data Data Analytics Analytics Data mining 263

O'Reilly on Data

SEPTEMBER 11, 2019

Machine learning, artificial intelligence, data engineering, and architecture are driving the data space. The Strata Data Conferences helped chronicle the birth of big data, as well as the emergence of data science, streaming, and machine learning (ML) as disruptive phenomena. ML and AI topics claim top spots.

IoT 20

IoT Big Data Data Warehouse Uncertainty 20

Domino Data Lab

JANUARY 6, 2019

Recently the World Economic Forum published “ The Future of Jobs Report 2018.” Sharply increasing importance of skills such as technology design and programming highlights the growing demand for various forms of technology competency identified by employers surveyed for this report. Do you build upskilling internally? In a word, yes.

Data Science 56

Data Science Machine Learning Reporting Visualization 56

Insight

JUNE 10, 2019

In 2016, Uber published its Uber Elevate White Paper , setting its aspirations on providing on-demand air taxis from San Francisco to San Jose for about $130. Alexander | June 1, 2016 Training a c onvolution neural network (CNN) to spot helipads The solution I developed rests on retraining a CNN to recognize helipads in aerial images.

Breakeven 69

Breakeven Modeling Testing Marketing 69

Rita Sallam

JULY 22, 2016

And here we are now, past the tipping point of a more than 10 to 11 year transition away from IT-centric reporting platforms to modern BI and analytics platforms that make up much of the new buying in the BI and Analytics market. A modern BI platform supports IT-enabled analytic content development. What Happened to Tradition BI?

Analytics 40

Analytics Business Intelligence Metadata Statistics 40

The Unofficial Google Data Science Blog

APRIL 23, 2024

17:263-287, 2016. [10] Technical report, Google, 2012. [13] Journal of Machine Learning Research, 17(83):1–5, 2016. [23] G - Reference, Information and Interdisciplinary Subjects Series, Harvard Business Review Press, 2015. [9] 9] Thomas Lipp and Stephen P. Variations and extension of the convex–concave procedure.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Occam's Razor

MAY 2, 2017

The very best analysts are comfortable operating with ambiguity and incompleteness, while all others chase perfection in implementation / processing / reports. For example, your company is shifting aggressively into leveraging Machine-Learning in your marketing strategies and hence have made a shift to Smart Display Campaigns a huge priority.

Metrics 141

Metrics Key Performance Indicator B2B Measurement 141