Smart Data Collective

AUGUST 26, 2021

Simply put, it involves a diverse array of tech innovations, from artificial intelligence and machine learning to the internet of things (IoT) and wireless communication networks. But if there’s one technology that has revolutionized weather forecasting, it has to be data analytics. It’s faster and more accurate.

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Forecasting Data Analytics Analytics IoT 130

AWS Big Data

JUNE 29, 2023

Amazon Kinesis Data Analytics makes it easy to transform and analyze streaming data in real time. In this post, we discuss why AWS recommends moving from Kinesis Data Analytics for SQL Applications to Amazon Kinesis Data Analytics for Apache Flink to take advantage of Apache Flink’s advanced streaming capabilities.

Data Analytics 73

Data Analytics Analytics IoT Data Lake 73

Smart Data Collective

FEBRUARY 1, 2023

Big data technology is driving major changes in the healthcare profession. In particular, big data is changing the state of nursing. Nursing professionals will need to appreciate the importance of big data and know how to use it effectively. Big data is especially important for the nursing sector.

Data Analytics 117

Data Analytics Analytics Big Data Internet of Things 117

Sisense

MARCH 14, 2021

Attempting to learn more about the role of big data (here taken to datasets of high volume, velocity, and variety) within business intelligence today, can sometimes create more confusion than it alleviates, as vital terms are used interchangeably instead of distinctly. Big data challenges and solutions.

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Big Data IoT Data Warehouse Data-driven 52

AWS Big Data

MAY 3, 2023

This post is a continuation of How SOCAR built a streaming data pipeline to process IoT data for real-time analytics and control. SOCAR has deployed in-car devices that capture data using AWS IoT Core. This data was then stored in Amazon Relational Database Service (Amazon RDS).

IoT 103

IoT Internet of Things Data Transformation Management 103

Sisense

MARCH 4, 2019

The world of data is now the world of Big Data. We produce more and more data every day and the datasets being generated are getting more and more complex. Approximate Query Processing (AQP) removes the need to query the entire Big Data set and serves up usable results rapidly. Conclusion.

Big Data 68

Big Data Data Analytics Analytics IoT 68

Smart Data Collective

FEBRUARY 21, 2020

Many careers have been heavily impacted by changes in big data. The big data revolution has had a profound effect on healthcare, marketing and many other fields. One of the fields that has been most affected by big data is electrical engineering. How Has Big Data changed the Career?

Big Data 114

Big Data Data mining IoT Testing 114

Cloudera

AUGUST 17, 2020

Technology like IoT, edge computing and 5G are changing the face of CSPs. Communication Service Providers (CSPs) are in the middle of a data-driven transformation. The post The Future Of The Telco Industry And Impact Of 5G & IoT – Part 1 appeared first on Cloudera Blog. Source: IDTechEx.

IoT 93

IoT Internet of Things B2B Data-driven 93

Smart Data Collective

JUNE 10, 2019

You probably wouldn’t think that data analytics would be the core solution. Many people believe that the fields of big data and green business have little overlap. However, big data could actually be a wonderful solution for many sustainability problems. Big Data Helps Meet UN Climate Targets.

Technology 104

Technology Data Analytics IoT Big Data 104

Cloudera

AUGUST 28, 2020

The real opportunity for 5G however is going to be on the B2B side, IoT and mission-critical applications will benefit hugely. What that means is that this creates new revenue opportunities through IoT case uses and new services. This is the next big opportunity for telcos. 5G and IoT are going to drive an explosion in data.

IoT 109

IoT Machine Learning B2B Testing 109

Smart Data Collective

MAY 21, 2021

New advances in data analytics and a wealth of outsourcing opportunities have contributed. Shrewd software developers are finding ways to integrate data analytics technology into their outsourcing strategies. Some creative ways to weave data analytics into a software development outsourcing approach are listed below.

Software 99

Software Data Analytics Analytics Data mining 99

Smart Data Collective

JULY 19, 2019

The telecommunications industry could benefit from big data more than almost any other business. However, it has been slow to invest in machine learning and other big data tools, until recently. A 2017 analysis by MapR showed that telecommunications industries can benefit from big data more than almost any other company.

Big Data 79

Big Data Internet of Things IoT B2B 79

TDAN

MAY 19, 2020

And the resource in question is data. A century ago, the world discovered a new resource, which spawned a lucrative and fast-growing industry. This new resource was oil. In today’s digital era, however, a new resource has been discovered and the scenes from a century ago are being repeated. Whatever industry you are working in, […].

IoT 66

IoT Data Analytics Analytics Data Strategy 66

Cloudera

SEPTEMBER 8, 2020

Technology like IoT, edge computing and 5G are changing the face of CSPs. Communication Service Providers (CSPs) are in the middle of a data-driven transformation. The post The Future Of The Telco Industry And Impact Of 5G & IoT – Part 1 appeared first on Cloudera Blog. Telcos have been pumping in over 1.5

IoT 66

IoT Internet of Things B2B Data-driven 66

Smart Data Collective

JUNE 26, 2019

The twenty-first century offers a lot of exciting innovations when it comes to data processing and analytics. Towards Data Science has already stated that Big Data is already influencing a handful of industries and while the insurance industry isn’t on the list, it stands to benefit a lot from utilizing Big Data to spot trends.

Insurance 94

Insurance Data Analytics Analytics IoT 94

Rocket-Powered Data Science

MARCH 19, 2021

How to make smarter data-driven decisions at scale : [link]. The determination of winners and losers in the data analytics space is a much more dynamic proposition than it ever has been. A lot has changed in those five years, and so has the data landscape. But if they wait another three years, they will never catch up.”

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

Sisense

JUNE 25, 2020

Invest in data, invest in your company. It’s no coincidence that this recent growth has come alongside a huge investment in data analytics. Becoming data-driven has always been about more than just convenience, and ‘how do we sell more product?’ Jon Francis, SVP Data Analytics, Starbucks.

Big Data 98

Big Data Data-driven IoT Marketing 98

AWS Big Data

JANUARY 26, 2023

Amazon Kinesis Data Analytics is the easiest way to transform and analyze streaming data in real time using Apache Flink. Apache Flink is a popular open-source framework and distributed processing engine for stateful computations over unbounded and bounded data streams. The following diagram illustrates this workflow.

Data Analytics 84

Data Analytics Analytics IoT Publishing 84

Smart Data Collective

SEPTEMBER 26, 2019

The big data market is expected to be worth $189 billion by the end of this year. A number of factors are driving growth in big data. Demand for big data is part of the reason for the growth, but the fact that big data technology is evolving is another. Characteristics of Big Data.

Big Data 80

Big Data Software Unstructured Data Data Integration 80

AWS Big Data

MAY 23, 2023

2022 , with Apache Flink, and provide a working example that will help you get started on a managed Apache Flink solution using Amazon Kinesis Data Analytics. It supports ingestion, manipulation, and delivery of data to the desired destinations. A Flink program can be implemented in Java, Scala, or Python.

Data Analytics 91

Data Analytics Analytics Visualization Key Performance Indicator 91

DataKitchen

APRIL 13, 2021

DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers. Testing and Data Observability.

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Testing Machine Learning Consulting Data Quality 307

BizAcuity

JUNE 3, 2022

Current trends show retailers experimenting with emerging technologies like Predictive Analytics and IoT. It also provides appropriate data for the organization’s capital investment and expansion decisions, as well as simplifies the process of effective pricing and marketing.

Data Analytics 59

Data Analytics Analytics Forecasting Predictive Analytics 59

Rocket-Powered Data Science

JULY 30, 2018

Journey Sciences (using graph and linked data modeling). Context-based customer engagement through IoT (knowing the knowable via ubiquitous sensors). You can read more details about each of these developments in my MapR blog.

Machine Learning 199

Machine Learning Marketing Behavioral Analytics IoT 199

Smart Data Collective

FEBRUARY 17, 2021

Big data has had a tremendous affect on the healthcare sector. In 2017, the global market for healthcare analytics was valued at $16.9 While there are a number of benefits of using data analytics in healthcare, there are also going to be some challenges. By the year 2025, that figure is projected to grow to $67.82

Big Data 73

Big Data Software Marketing Snapshot 73

Smart Data Collective

NOVEMBER 12, 2021

Big data technology has been one of the biggest forces driving change in the financial sector over the past few years. Financial institutions servicing small businesses have been among those most affected by developments in big data. Big Data is the Future of Small Business Lending.

Data-driven 93

Data-driven IoT Big Data Internet of Things 93

O'Reilly on Data

FEBRUARY 4, 2019

In a recent survey , we explored how companies were adjusting to the growing importance of machine learning and analytics, while also preparing for the explosion in the number of data sources. You can find full results from the survey in the free report “Evolving Data Infrastructure”.). Temporal data and time-series.

Machine Learning 277

Machine Learning Enterprise IoT Big Data 277

BizAcuity

MARCH 31, 2022

Combined, it has come to a point where data analytics is your safety net first, and business driver second. By 2025, 80% of organizations seeking to scale digital business will fail because they do not take a modern approach to data and analytics governance. Uncertain economic conditions. Source: Gartner Research).

Data Analytics 52

Data Analytics Analytics Prescriptive Analytics Predictive Analytics 52

AWS Big Data

JANUARY 8, 2024

This is the first post to a blog series that offers common architectural patterns in building real-time data streaming infrastructures using Kinesis Data Streams for a wide range of use cases. In this post, we will review the common architectural patterns of two use cases: Time Series Data Analysis and Event Driven Microservices.

Analytics 111

Analytics IoT Data-driven Snapshot 111

Cloudera

SEPTEMBER 11, 2018

Last week Cloudera introduced an open end-to-end architecture for IoT and the different components needed to help satisfy today’s enterprise needs regarding operational technology (OT), information technology (IT), data analytics and machine learning (ML), along with modern and traditional application development, deployment, and integration.

IoT 40

IoT Data Processing Machine Learning Internet of Things 40

DataKitchen

JULY 27, 2023

Let’s go through the ten Azure data pipeline tools Azure Data Factory : This cloud-based data integration service allows you to create data-driven workflows for orchestrating and automating data movement and transformation. You can use it for big data analytics and machine learning workloads.

Machine Learning 130

Machine Learning Cost-Benefit Data Transformation Testing 130

Smart Data Collective

SEPTEMBER 22, 2021

We have frequently talked about the benefits of using big data to make the most of your online marketing efforts. However, there are also a number of ways to use data analytics technology to execute your offline marketing strategies such as print marketing effectively as well. Saving Time & Efficiency. Saves Money.

Management 98

Management Cost-Benefit Big Data Data-driven 98

Sisense

MAY 11, 2021

You can’t talk about data analytics without talking about data modeling. These two functions are nearly inseparable as we move further into a world of analytics that blends sources of varying volume, variety, veracity, and velocity. Dig into AI.

Modeling 84

Modeling Big Data IoT Data Warehouse 84

bridgei2i

JULY 16, 2021

However, the emergence of AI and its synergies with evolving technologies such as cloud computing, IoT, and big data analytics, have brought enterprises to a tipping point in their journeys. The digital transformation journeys of enterprises have been fraught with different challenges since the early 2000s.

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Enterprise Digital Transformation IoT Data-driven 98

Smart Data Collective

NOVEMBER 12, 2021

Big data technology has been instrumental in changing the direction of countless industries. Companies have found that data analytics and machine learning can help them in numerous ways. However, there are a lot of other benefits of big data that have not gotten as much attention. Here’s why.

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Data-driven Cost-Benefit Data mining Big Data 103

Cloudera

SEPTEMBER 24, 2021

One of the most substantial big data workloads over the past fifteen years has been in the domain of telecom network analytics. The Dawn of Telco Big Data: 2007-2012. Suddenly, it was possible to build a data model of the network and create both a historical and predictive view of its behaviour.

Analytics 91

Analytics IoT Cost-Benefit Big Data 91

Smart Data Collective

JUNE 30, 2022

You would also discover the big data is at the heart and soul of modern organizational practices. More companies are using data analytics to optimize their business models in creative ways. The IoT has helped improve logistics , but big data has been even more impactful. Vertical integration.

Analytics 110

Analytics Cost-Benefit Analytics Technologies Big Data 110

AWS Big Data

MAY 30, 2023

Traditional batch ingestion and processing pipelines that involve operations such as data cleaning and joining with reference data are straightforward to create and cost-efficient to maintain. You will also want to apply incremental updates with change data capture (CDC) from the source system to the destination.

Data Lake 79

Data Lake Data Analytics Analytics Data Processing 79