Rocket-Powered Data Science

MARCH 19, 2021

The determination of winners and losers in the data analytics space is a much more dynamic proposition than it ever has been. But more significant has been the acceleration in the number of dynamic, real-time data sources and corresponding dynamic, real-time analytics applications. Well, that statement was made five years ago!

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

AWS Big Data

MARCH 25, 2024

This scale and general-purpose adaptability are what makes FMs different from traditional ML models. Streaming data facilitates the constant flow of diverse and up-to-date information, enhancing the models’ ability to adapt and generate more accurate, contextually relevant outputs. Batch processing is not the best fit in this scenario.

Data Lake 86

Data Lake Unstructured Data Management Modeling 86

Rocket-Powered Data Science

SEPTEMBER 25, 2022

It is an insight engine, providing not only data for descriptive and diagnostic analytics applications, but also providing essential data for predictive and prescriptive analytics applications. examples, with constant reminders that’s it all about the data plus analytics! Let us begin…. 4) The DT Canvas (chapter 4)!

Diagnostic Analytics 214

Diagnostic Analytics Prescriptive Analytics Internet of Things IoT 214

CIO Business Intelligence

APRIL 2, 2024

Over the past decade, CIOs have invested significantly in digital transformation initiatives in an effort to improve customer experiences, build data analytics capabilities, and deliver productivity enhancements with automation. When collaborating with peers, focus on the why and not the what,” says John Milburn, CEO of Clear Skye.

Management 140

Management Digital Transformation Testing Experimentation 140

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. One of the newer systems is Apache Pulsar , a promising new messaging system that unifies queuing and streaming. Deep Learning.

Machine Learning 277

Machine Learning Enterprise IoT Big Data 277

Cloudera

MARCH 2, 2023

Recently, we announced enhanced multi-function analytics support in Cloudera Data Platform (CDP) with Apache Iceberg. Iceberg is a high-performance open table format for huge analytic data sets. This enables you to maximize utilization of streaming data at scale. Currently, Iceberg support in CSP is in technical preview mode.

Snapshot 112

Snapshot Data Processing Metadata Management 112

AWS Big Data

JANUARY 12, 2024

Many organizations, small and large, are working to migrate and modernize their analytics workloads on Amazon Web Services (AWS). We have defined all layers and components of our design in line with the AWS Well-Architected Framework Data Analytics Lens. The data will be consumed by downstream analytical processes.

Data Lake 90

Data Lake Cost-Benefit Visualization Structured Data 90

CIO Business Intelligence

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. What metrics are used to understand the business impact of real-time AI?

Machine Learning 145

Machine Learning Cost-Benefit Data-driven Strategy 145

Cloudera

OCTOBER 4, 2023

Every organization has some data that happens in real time, whether it is understanding what our users are doing on our websites or watching our systems and equipment as they perform mission critical tasks for us. Without real-time analytics we won’t catch the threats until after they’ve caused significant damage.

Data Warehouse 83

Data Warehouse Experimentation Cost-Benefit Dashboards 83

CIO Business Intelligence

AUGUST 25, 2023

Diapers are made of fluff pulp, plastics, absorbent granules, and elastics, and different processes — such as streaming hot glue and heat binding — are used during various aspects of the highly-mechanized manufacturing process. That’s when P&G decided to put data to work to improve its diaper-making business.

Predictive Analytics 98

Predictive Analytics IoT Manufacturing Analytics 98

Cloudera

JUNE 7, 2021

Cloudera has been named as a Strong Performer in the Forrester Wave for Streaming Analytics, Q2 2021. We are excited to be recognized in this wave at, what we consider to be, such a strong position. We are proud to have been named as one of “ The 14 providers that matter most ” in streaming analytics.

IoT 100

IoT Analytics Digital Transformation Reporting 100

IBM Big Data Hub

NOVEMBER 3, 2023

Stream processing is at the core of real-time data. It allows your business to ingest continuous data streams as they happen and bring them to the forefront for analysis, enabling you to keep up with constant changes. With Apache Kafka, you get a raw stream of events from everything that is happening within your business.

Cost-Benefit 79

Cost-Benefit Experimentation Testing Digital Transformation 79

CIO Business Intelligence

JUNE 29, 2022

Enterprises across industries have been obsessed with real-time analytics for some time. The insights provided by analytics “in the moment” can uncover valuable information in customer interactions and alert users or trigger responses as events happen. Learn more about DataStax Astra Streaming , which is now generally available.

Interactive 98

Interactive Data-driven Data Architecture Software 98

Rocket-Powered Data Science

FEBRUARY 15, 2023

I suggest that the simplest business strategy starts with answering three basic questions: What? That is: (1) What is it you want to do and where does it fit within the context of your organization? (2) Generative AI is the biggest and hottest trend in AI (Artificial Intelligence) at the start of 2023.

Strategy 289

Strategy Experimentation Uncertainty Machine Learning 289

Cloudera

FEBRUARY 21, 2023

SQL Stream Builder (SSB) is a versatile platform for data analytics using SQL as a part of Cloudera Streaming Analytics, built on top of Apache Flink. It enables users to easily write, run, and manage real-time continuous SQL queries on stream data and a smooth user experience. What is a data transformation?

Data Transformation 107

Data Transformation Data Processing Data Collection Publishing 107

Cloudera

FEBRUARY 22, 2023

Cloudera’s SQL Stream Builder (SSB) is a versatile platform for data analytics using SQL. As apart of Cloudera Streaming Analytics it enables users to easily write, run, and manage real-time SQL queries on streams with a smooth user experience, while it attempts to expose the full power of Apache Flink.

Broadcasting 81

Broadcasting Testing IT Analytics 81

AWS Big Data

MARCH 13, 2024

Data analytics – Business analysts gather operational insights from multiple data sources, including the location data collected from the vehicles. One rule is created to forward these events to two downstream targets: a Lambda function, and a Firehose delivery stream. The ingestion approach is not in scope of this post.

Analytics 90

Analytics IoT Metadata Internet of Things 90

DataKitchen

OCTOBER 27, 2022

. Question: What is something the data industry is missing? The first step in solving that pain is to observe what’s happening with your data and analytics ‘estate’ and stick little thermometers at various points in the process and measure. You are going to be surprised at what you see in that information.

Dashboards 130

Dashboards Measurement Testing Modeling 130

Smart Data Collective

NOVEMBER 15, 2022

While live streaming and video marketing have long been a part of a marketers toolkit, the prolonged lockdowns, social distancing, and travel bans over the course of the pandemic helped thrust it into the limelight, resulting in widespread adoption and since making it indispensable for business. . Tracking & Analytics.

Marketing 110

Marketing B2B Sales Data Processing 110

IBM Big Data Hub

JANUARY 8, 2024

Stage 4 – Transformative business strategy A broader range of users are able to access and process event streams to understand their relevance in a business context. Whether you are starting from scratch or looking to take the next step, IBM can help extend and add value to what you already have.

Data-driven 84

Data-driven Management Advertising Enterprise 84

Cloudera

AUGUST 31, 2020

From leading banks, and insurance organizations to some of the largest telcos, manufacturers, retailers, healthcare and pharma, organizations across diverse verticals lead the way with real-time data and streaming analytics. Success now relies on insights derived from near-real-time streaming data.

Analytics 94

Analytics Manufacturing Insurance Data Processing 94

Rocket-Powered Data Science

MARCH 19, 2019

We often think of analytics on large scales, particularly in the context of large data sets (“Big Data”). However, there is a growing analytics sector that is focused on the smallest scale. That is the scale of digital sensors — driving us into the new era of sensor analytics. But not any longer.

Big Data 186

Big Data Analytics Machine Learning Internet of Things 186

Cloudera

JULY 18, 2022

In part 1 of this blog we discussed how Cloudera DataFlow for the Public Cloud (CDF-PC), the universal data distribution service powered by Apache NiFi, can make it easy to acquire data from wherever it originates and move it efficiently to make it available to other applications in a streaming fashion. Data decays! Use case recap.

Analytics 85

Analytics Dashboards Statistics Visualization 85

datapine

APRIL 14, 2022

When you think of big data, you usually think of applications related to banking, healthcare analytics , or manufacturing. After all, these are some pretty massive industries with many examples of big data analytics, and the rise of business intelligence software is answering what data management needs. Discover 10.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

CIO Business Intelligence

FEBRUARY 14, 2023

To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. It’s streaming data that’s collected, processed, and analyzed on a continuous basis.

Data Strategy 116

Data Strategy Strategy Machine Learning Data-driven 116

DataKitchen

APRIL 28, 2021

Industry analysts who follow the data and analytics industry tell DataKitchen that they are receiving inquiries about “data fabrics” from enterprise clients on a near-daily basis. Gartner included data fabrics in their top ten trends for data and analytics in 2019. What is a Data Fabric?

Statistics 246

Statistics Optimization Technology Data Analytics 246

DataKitchen

JANUARY 3, 2022

Their business unit colleagues ask an endless stream of urgent questions that require analytic insights. Business analysts must rapidly deliver value and simultaneously manage fragile and error-prone analytics production pipelines. In business analytics, fire-fighting and stress are common. Analytics Hub and Spoke.

Business Analytics 245

Business Analytics Analytics Testing Dashboards 245

Cloudera

JUNE 2, 2022

This blog aims to answer two questions: What is a universal data distribution service? What is the modern data stack? Over the last two years, the Cloudera DataFlow team has been hard at work building Cloudera DataFlow for the Public Cloud (CDF-PC). Why does every organization need it when using a modern data stack?

Enterprise 98

Enterprise Data Lake Data Collection Data-driven 98

Cloudera

JUNE 28, 2022

In a previous blog of this series, Turning Streams Into Data Products , we talked about the increased need for reducing the latency between data generation/ingestion and producing analytical results and insights from this data. Building real-time streaming analytics data pipelines requires the ability to process data in the stream.

Dashboards 80

Dashboards Machine Learning Statistics KPI 80

CIO Business Intelligence

JULY 13, 2022

This blog aims to answer two questions: What is a universal data distribution service? What is the modern data stack? Over the last two years, the Cloudera DataFlow team has been hard at work building Cloudera DataFlow for the Public Cloud (CDF-PC). Why does every organization need it when using a modern data stack?

Enterprise 88

Enterprise Data Lake Data Collection Data-driven 88

Smart Data Collective

SEPTEMBER 2, 2021

In the audiovisual industry, it all started as a small revolution in streaming or over-the-top (OTT) platforms. It is being leveraged by all companies from innovative players to traditional audiovisual groups, from advertisers to audience analytics companies. All of them use data analytics to understand their audience better.

Big Data 104

Big Data Advertising Data-driven Measurement 104

Smart Data Collective

AUGUST 9, 2023

By analyzing the revenue streams of a particular business, you can gain deep insights about the processes that the company uses to make money. Customer lifetime value and acquisition cost figures can tell your business a great deal about why they lose customers and what they need to do in order to hold onto them.

Data Analytics 86

Data Analytics Analytics Sales Interactive 86

CIO Business Intelligence

APRIL 25, 2022

You can think that the general-purpose version of the Databricks Lakehouse as giving the organization 80% of what it needs to get to the productive use of its data to drive business insights and data science specific to the business. Features focus on media and entertainment firms.

Recreation/Entertainment 119

Recreation/Entertainment Data Lake Data Warehouse Unstructured Data 119

AWS Big Data

SEPTEMBER 14, 2023

This process achieves exactly-once consistency for state in a distributed streaming application through the alignment of these barriers. Each sub-task independently snapshots its state to the state backend and broadcasts a special record known as a checkpoint barrier to all outgoing streams. through a support ticket.

Snapshot 85

Snapshot Broadcasting Optimization Management 85

Cloudera

OCTOBER 13, 2021

Quite often, the digital natives of the family — you — have to explain to the analog fans of the family what PDFs are, how to use a hashtag, a phone camera, or a remote. Imagine if you had to explain what machine learning is and how to use it. What’s data analytics and why is everyone talking about it?”.

Machine Learning 74

Machine Learning Internet of Things IoT Modeling 74

Cloudera

JANUARY 19, 2022

We are excited to announce the release of Cloudera Streaming Analytics (CSA) 1.6 Cloudera SQL Stream Builder was initially released in CSA 1.3. But we want to address one question that keeps coming up – does CSA CE make sense as my main development environment for stream processing jobs? for CDP Private Cloud Base.

Analytics 84

Analytics Testing Optimization Software 84