Smart Data Collective

OCTOBER 21, 2021

Data security has become a greater concern than ever in recent years. There were only 662 data breaches in 2010. The rising number of data breaches has created a strong demand for data security professionals. The unfortunate truth is that we need more big data professionals than ever.

Testing 121

Testing Big Data Risk Management Risk 121

Smart Data Collective

MARCH 17, 2020

The global demand for big data is surging. Is the Booming Big Data Field Right for You? Everyone has heard about Data Science in 2020. First, you should learn how Data Science is relevant to yo u, whether you will like, and if there are opportunities for you. One of them is Data Science.

Data Science 97

Data Science Big Data Machine Learning Statistics 97

Smart Data Collective

DECEMBER 18, 2020

A few years ago, we talked about the benefits of using AI and big data in disaster relief. Among the 115 costly catastrophes since 2010 were so-called “ 1,000-year floods ,” Category 5 hurricanes, and the most massive wildfires in history. Worsening Disasters Highlight the Need for New Assistive AI Solutions.

Cost-Benefit 89

Cost-Benefit Unstructured Data Big Data Risk 89

IBM Big Data Hub

APRIL 11, 2023

since 2010, on track towards our goal of 65% operational GHG emissions reduction by 2025 versus 2010. Since 2010, IBM has required first-tier suppliers to establish their own environmental management systems, as well as set quantifiable goals in the areas of energy management, GHG emissions reduction, and waste management.

Snapshot 58

Snapshot Reporting Business Objectives Software 58

Cloudera

AUGUST 17, 2020

With the industry facing so much change, and with so many new opportunities to leverage big data, analytics and unique insights, we sat down with Vijay Raja, Director of Industry & Solutions Marketing at Cloudera to get his views on how the sector is changing and where it goes next. Hi Vijay, thank you so much for joining.

IoT 96

IoT Internet of Things B2B Data-driven 96

Smart Data Collective

APRIL 13, 2021

In the modern world of business, data is one of the most important resources for any organization trying to thrive. Business data is highly valuable for cybercriminals. They even go after meta data. Big data can reveal trade secrets, financial information, as well as passwords or access keys to crucial enterprise resources.

Testing 122

Testing Behavioral Analytics Data-driven Big Data 122

IBM Big Data Hub

NOVEMBER 27, 2018

But the company’s focus on design dimmed until Phil Gilbert stepped up to the plate in 2010 and instilled design thinking throughout the company, empowering a legion of designers. IBM is well-known for its powerful legacy of design throughout the 1980s.

Analytics 72

Analytics IT 72

Cloudera

SEPTEMBER 8, 2020

With the industry facing so much change, and with so many new opportunities to leverage big data, analytics, and unique insights, we sat down with Vijay Raja, Director of Industry & Solutions Marketing at Cloudera to get his views on how the sector is changing and where it goes next. Hi Vijay, thank you so much for joining.

IoT 70

IoT Internet of Things B2B Data-driven 70

BizAcuity

FEBRUARY 15, 2019

With more and more information became readily available online in the mid 2000s, companies started taking advantage of it by leveraging big data analytics. Sales Analytics began to emerge as the scientific approach to selling in 2010 with sales becoming less about certain methodology or personality and more of a number game.

Sales 67

Sales Analytics B2B ROI 67

Domino Data Lab

APRIL 3, 2019

In particular, here’s my Strata SF talk “Overview of Data Governance” presented in article form. It includes perspectives about current issues, themes, vendors, and products for data governance. However, in summary, Alistair leverages those points to frame an important perspective: “The reality is, any solid data science plan needs ?to

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Smart Data Collective

JANUARY 13, 2021

Big data has started to change the world in a lot of ways. quintillion bytes of data every single day. As scalability with big data accelerates, consumers and organizations around the world are starting to witness its impact. Every aspect of our lives has been shaped by big data to some degree.

Big Data 86

Big Data Machine Learning Data-driven Manufacturing 86

Peter James Thomas

JUNE 20, 2019

The above chart compares monthly searches for Business Process Reengineering (including its arguable rebranding as Business Transformation ) and monthly searches for Data Science between 2004 and 2019. Here we come back to the upward trend in searches for Data Science. Source: Google Trends. Reengineering Redux.

Cost-Benefit 55

Cost-Benefit Data Warehouse Consulting Data Science 55

O'Reilly on Data

SEPTEMBER 19, 2023

” Consider the structural evolutions of that theme: Stage 1: Hadoop and Big Data By 2008, many companies found themselves at the intersection of “a steep increase in online activity” and “a sharp decline in costs for storage and computing.” Cloud computing? And Hadoop rolled in. Until it wasn’t.

Machine Learning 246

Machine Learning Testing Modeling Cost-Benefit 246

BizAcuity

MAY 10, 2022

Cloud technology and innovation drives data-driven decision making culture in any organization. An efficient big data management and storage solution that AWS quickly took advantage of. They now have a disruptive data management solution to offer to its client base. History and innovations in recent times.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

Sisense

JUNE 9, 2021

It’s no surprise that rivals followed suit and that by 2010 analytics were widely used by top teams in leading international leagues. Like every other business, football has experienced rapid technological advances that generate and capture data from training and match play. Enhanced coaching: Real-time data and predictive analytics.

Analytics 98

Analytics Data-driven Internet of Things Measurement 98

IBM Big Data Hub

APRIL 5, 2023

HR digital transformation In 2010, SingHealth needed to consolidate the disparate HR systems across its hospitals, specialty centres and polyclinics. By combining the benefits of cloud with the security and control of on-premise IT infrastructure, this solution was able to meet the stringent standards for data governance.

Digital Transformation 60

Digital Transformation Consulting Finance Insurance 60

Jim Harris

JULY 13, 2015

While a lot had changed since 2000, even as late at 2010, I concluded that most everyone was apathetic about data. The New Heroes of Big Data and Analytics” ); re-read hundreds of stories appearing in the popular press (e.g., “The The Data D. A few, mostly in the data space. Many and growing. Vast majority.

Data Quality 56

Data Quality Data-driven Big Data Consulting 56

O'Reilly on Data

MARCH 20, 2019

It’s also possible a malicious external actor could acquire unauthorized access to some or all of your training data and poison it. A very direct kind of data poisoning attack might involve altering the labels of a training data set. It seems entirely possible to do the same with customer or transactional data.

Modeling 222

Modeling Machine Learning Predictive Modeling Consulting 222

CIO Business Intelligence

DECEMBER 13, 2022

And you might know that some big, very successful companies rely on it, including LinkedIn, Netflix, The Home Depot, and Apple. Split the data among multiple machines and create a distributed system. The company launched its streaming service in 2007 using an Oracle database housed in a single data center.

Broadcasting 58

Broadcasting IoT Data-driven Software 58

Occam's Razor

FEBRUARY 25, 2014

There are three elements to our "big data" efforts, or unhyped normal data efforts: Data Collection, Data Reporting, and Data Analysis. But if the occasion is a strategic discussion, any occasion about taking action on data, then you need to get off data as fast as you can.

Visualization 144

Visualization Key Performance Indicator Dashboards Metrics 144

Occam's Razor

SEPTEMBER 15, 2014

In blue is how much time we spent in 2010 and in blue the time spent in 2014. was the dramatic shift between 2010 to 2014 to mobile content consumption. In this post we will look mobile sites first, both data collection and analysis, and then mobile applications. Still, let me try to surprise you. Many reasons.

Metrics 141

Metrics Reporting Analytics Marketing 141

The Unofficial Google Data Science Blog

JULY 22, 2020

However, if one changes assignment weights when there are time-based confounders, then ignoring this complexity can lead to biased inference in an OCE. In the case of MABs, ignoring this complexity can also lead to poor total reward, making it counterproductive towards its intended purpose.

Experimentation 95

Experimentation Statistics Testing Strategy 95

Occam's Razor

AUGUST 28, 2017

At the end of each day, the data was collected and used to train a deep convolutional neural network (CNN), to learn to predict the outcome of each grasping motion. Some of these possibilities have already been realized (more on this later in the post). And, I could not be more excited to see them out in the world. So are we “doomed”?

Deep Learning 139

Deep Learning Machine Learning Marketing Strategy 139

The Unofficial Google Data Science Blog

MARCH 31, 2016

Far from hypothetical, we have encountered these issues in our experiences with "big data" prediction problems. Through simulation we illustrate issues with model fitting techniques that depend on matrix factorization. These predictive posterior distributions have many uses such as in multi-armed bandit problems.

Modeling 40

Modeling Statistics Advertising Testing 40

Smart Data Collective

JULY 2, 2019

At Smart Data Collective, we strive to have a balanced conversation about the impact of big data. There are obviously a lot of beneficial changes that big data has spurred. However, big data has also created some important challenges as well, which we feel duty-bound to discuss.

Big Data 77

Big Data ROI Testing Statistics 77

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

There is no longer always intentionality behind the act of data collection — data are not collected in response to a hypothesis about the world, but for the same reason George Mallory climbed Everest: because it’s there. We ought not dredge our data. We must correct for multiple hypothesis tests.

Experimentation 61

Experimentation Testing Statistics Metrics 61

Smart Data Collective

OCTOBER 16, 2022

One report shows that the number of annual data breaches increased around 60% between 2010 and 2021. There are a lot of benefits of using Security Information and Event Management (SIEM) systems to protect data from hackers. It is one of the best solutions for companies trying to protect data. “

Data Lake 135

Data Lake Behavioral Analytics Big Data Enterprise 135

datapine

APRIL 16, 2019

The term ‘big data’ alone has become something of a buzzword in recent times – and for good reason. Fundamentally, data driven decision making means working towards key business goals by leveraging verified, analyzed data rather than merely shooting in the dark. Why Data Driven Decision Making Is Important?

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

O'Reilly on Data

JANUARY 25, 2021

Search data is distorted by how quickly customers find what they want: if they don’t succeed, they may try a similar search with many of the same terms. We haven’t combined data from multiple terms. While we can’t compare in-person conference data with virtual event data, we can make a few observations.

Machine Learning 363

Machine Learning Software Testing Technology 363

Edwin Chen

SEPTEMBER 29, 2011

Big Data 0.41. Inception (2010 movie) 0.535. The Social Network (2010 movie) 0.513. Sachin Tendulkar 0.443. Hacker News 0.442. Games 0.429. Android Applications 0.428. Best Engineers and Programmers 0.427. College Admissions & Getting Into College 0.422. Co-Founders 0.419. System Administration 0.4. NoSQL 0.387.

Finance 81

Finance Interactive Machine Learning Advertising 81