CIO Business Intelligence

APRIL 8, 2022

This is due to the Data Security Law (DSL) and Personal Information Protection Law (PIPL) —data laws that were enforced during the second half of 2021—built upon the groundwork of the Cybersecurity Law that was in place since 2017. The DSL is about restricting invasive data collection. Take the DSL as an example.

Consulting 98

Consulting Marketing Data Governance Sales 98

Smart Data Collective

DECEMBER 17, 2020

Big data is disrupting the healthcare sector in incredible ways. The market for data solutions in healthcare is expected to be worth $67.8 billion by 2025 , which is a remarkable 303% increase from 2017. There are a lot of different applications for big data in the healthcare sector.

Data-driven 119

Data-driven Big Data Software Risk 119

Data Science and Beyond

APRIL 5, 2021

I’ve been working remotely with Automattic since 2017, so I was pretty covid-ready as far as work was concerned. I previously posted about my experiences with RLS offline data collection and visualisation of the collected data , and have since helped with quite a few RLS surveys. Remote work.

Experimentation 61

Experimentation Testing Publishing Measurement 61

Smart Data Collective

NOVEMBER 7, 2019

However, they use data in a number of benevolent ways, which many people will be okay with. Pew Research has shown most customers are okay with companies collecting their data if it is used for holistic purposes. In 2017, many Americans became concerned over the new threats to online security and data privacy.

Big Data 51

Big Data Data Strategy Strategy Advertising 51

Andrew White

AUGUST 4, 2020

Any subsequent use of data, collected and/or shared for a public good/public interest function (e.g. This use of data, collected by the EU market, was implied as ‘function creep’ and might undermine the trust citizens have, it said. 2017 HealthIT Continues March toward Interoperability – Perhaps.

Data Strategy 52

Data Strategy Strategy Marketing Data Collection 52

Smart Data Collective

JULY 16, 2019

Big data has had wonderful implications for our lives. Big data raises very valid privacy concerns. Tech Republic wrote about this in their 2017 post Big Data Privacy is a Bigger Issue than You Think. Libra Raises Facebook Data Privacy Concerns. However, there is a dark side.

Big Data 74

Big Data Data Collection IT Technology 74

erwin

DECEMBER 20, 2018

The Top 6 Benefits of Data Governance. www.erwin.com/blog/top-6-benefits-of-data-governance/. GDPR went into effect for businesses trading with the European Union, including hefty fines for noncompliance with its data collection, storage and usage standards. The Top Five Data Governance Use Cases and Drivers.

Data Governance 40

Data Governance ROI Risk Management Metadata 40

Smart Data Collective

MARCH 24, 2020

Every business should look for ways to monetize big data and use it to optimize your business model. The number of companies using big data is growing at an accelerated rate. One poll found that 53% of businesses were using big data analytics in 2017. However, companies need to use big data wisely.

Big Data 115

Big Data B2B Data mining Sales 115

IBM Big Data Hub

MAY 26, 2023

According to a report on mapping the cloud maturity curve from the EIU , 48% of industry executives said cloud has improved data access, analysis and utilization, 45% say cloud has sped up delivery of new IT services and capabilities, and 44% say cloud has expanded sales channels across digital avenues.

Consulting 81

Consulting Cost-Benefit Optimization Machine Learning 81

Domino Data Lab

MAY 8, 2019

The lens of reductionism and an overemphasis on engineering becomes an Achilles heel for data science work. Instead, consider a “full stack” tracing from the point of data collection all the way out through inference. Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

datapine

NOVEMBER 19, 2019

billion in 2017 to $190.61 To explain this most essential of 2020 buzzwords: connected retail is the seamless bridge between physical and digital retail, creating a connected, cloud-based ecosystem for enhanced consumer experience and advanced data collection. Regarding the future growth of AI, it is undeniable. billion by 2025.

Technology 279

Technology Internet of Things IT IoT 279

Domino Data Lab

MAY 20, 2021

Insufficient training data in the minority class — In domains where data collection is expensive, a dataset containing 10,000 examples is typically considered to be fairly large. note that this variant “performs worse than plain under-sampling based on AUC” when tested on the Adult dataset (Dua & Graff, 2017).

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

Jet Global

OCTOBER 26, 2020

Companies running Oracle E-Business Suite (EBS) have many powerful tools available to them for data collection, storage, and retrieval. In 2017, Oracle suspended support for its Discover reporting tool. Organizations that don’t have a firm grasp on reporting are, to some extent, flying blind.

Reporting 52

Reporting Optimization Sales Visualization 52

Ontotext

MAY 18, 2020

As of 2017, the fastest computers have reached a speed of 93 PetaFLOPS, which is: 93×1015, or 93,000,000,000,000,000 operations per second. THE ROLE OF TEXT IN HEALTHCARE: Text is a unique resource because medical reports carefully describe the diagnosis associated with multimodal and multimedia data and also the relevant image content.

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

The Unofficial Google Data Science Blog

APRIL 17, 2017

They can arise from data collection errors or other unlikely-to-repeat causes such as an outage somewhere on the Internet. If unaccounted for, these data points can have an adverse impact on forecast accuracy by disrupting seasonality, holiday, or trend estimation. Accessed on 20 March 2017. and George Athanasopoulos.

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83

Data Science and Beyond

JUNE 2, 2017

Last year, I wrote about the Reef Life Survey (RLS) project and my experience with offline data collection on the Great Barrier Reef. Since publishing that post, I have improved the flashcards and built a tool for exploring the aggregate survey data. The RLS manual includes all the details on how surveys are performed.

Data Collection 58

Data Collection Testing Data Processing IT 58

Domino Data Lab

FEBRUARY 4, 2019

People who attended JupyterCon 2017–2018 can attest, an “industry poster session” includes an open bar, catered hors d’oeuvres, lots of mingling … to paraphrase feedback from JupyterCon, “As a tech person, would I get up extra early to meet strangers for coffee at 8:00 am? Katherine Twomey, Gert Westermann (2017). This is not that.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Occam's Razor

SEPTEMBER 15, 2014

In this post we will look mobile sites first, both data collection and analysis, and then mobile applications. Analyze your needs carefully, buy for now and the near future rather than for 2017, lest you spend all the time until 2017 on implementation, customization, reporting and re-implementation.

Metrics 141

Metrics Reporting Analytics Marketing 141

Domino Data Lab

OCTOBER 23, 2019

The first step to collecting all of the data is to figure out which data source to collect first, and where to get it. Knowing that the ultimate goal is to compare the social-media influence and power of NBA players, a great place to start is with the roster of the NBA players in the 2016–2017 season. 35,vjust=1).

Statistics 59

Statistics Machine Learning Testing Modeling 59

The Unofficial Google Data Science Blog

JULY 18, 2023

Measurement challenges Assessing reliability is essentially a process of data collection and analysis. To do this, we collect multiple measurements for each unit of observation, and we determine if these measurements are closely related. In this case, the scale is not measuring the construct that interests us.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

Domino Data Lab

AUGUST 1, 2021

The surrogate model is often a simple linear model or a decision tree, which are innately interpretable, so the data collected from the perturbations and the corresponding class output can provide a good indication on what influences the model’s decision. References. Maria Fox, Derek Long, and Daniele Magazzeni.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

O'Reilly on Data

DECEMBER 19, 2018

Data management isn’t limited to issues like provenance and lineage; one of the most important things you can do with data is collect it. Given the rate at which data is created, data collection has to be automated. How do you do that without dropping data? Toward a sustainable ML practice.

Machine Learning 261

Machine Learning Software Testing Metadata 261

Alation

AUGUST 26, 2021

Data intelligence first emerged to support search & discovery, largely in service of analyst productivity. For years, analysts in enterprises had struggled to find the data they needed to build reports. This problem was only exacerbated by explosive growth in data collection and volume. HBR Review May/June 2017.

Metadata 64

Metadata Data Governance Dashboards Software 64

Occam's Razor

OCTOBER 12, 2017

The Future of Life Institute hosted a conference in Asilomar in Jan 2017 with just such a purpose. The entire list of videos is well worth watching, prioritize the individual ones: Beneficial AI 2017. This is not the future, it is Nov 2017. If you can only watch one… 1. Science or Fiction? Back to the whiteboard.

Marketing 136

Marketing Analytics Machine Learning Strategy 136