AWS Big Data

FEBRUARY 28, 2024

Terraform is an infrastructure as code (IaC) tool that helps you build, deploy, and manage cloud resources efficiently. OpenSearch Ingestion is a fully managed, serverless data collector that delivers real-time log, metric, and trace data to Amazon OpenSearch Service domains and Amazon OpenSearch Serverless collections.

Metrics 65

Metrics Management Software Testing 65

AWS Big Data

OCTOBER 25, 2023

With the addition of a few recent features of Amazon OpenSearch Ingestion , a fully managed serverless pipeline for OpenSearch Service, you can effectively address each of these cost points and build a cost-effective solution. This limit is observed using the anomaly_detector.RCFInstances.value CloudWatch metric.

Analytics 121

Analytics Data Processing Optimization Metrics 121

AWS Big Data

APRIL 3, 2024

Many organizations already use AWS Glue Data Quality to define and enforce data quality rules on their data, validate data against predefined rules , track data quality metrics, and monitor data quality over time using artificial intelligence (AI). The metrics are saved in Amazon S3 to have a persistent output. onData(df).useRepository(metricsRepository).addCheck(

Data Quality 89

Data Quality Visualization Metadata Metrics 89

AWS Big Data

MARCH 12, 2024

AWS Glue Data Quality is built on DeeQu , an open source tool developed and used at Amazon to calculate data quality metrics and verify data quality constraints and changes in the data distribution so you can focus on describing how data should look instead of implementing algorithms. For instructions, refer to Adding an AWS Glue Crawler.

Data Quality 89

Data Quality Measurement Testing Visualization 89

AWS Big Data

AUGUST 7, 2023

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. With Redshift ML, you can take advantage of Amazon SageMaker , a fully managed ML service, without learning new tools or languages. Solution overview Amazon Forecast is a fully managed time series forecasting service based on machine learning.

Forecasting 84

Forecasting Data Warehouse Machine Learning Modeling 84

datapine

JANUARY 6, 2022

In fact, a Digital Universe study found that the total data supply in 2012 was 2.8 Yet, sound data analyses have the ability to alert management to cost-reduction opportunities without any significant exertion of effort on the part of human capital. After its implementation in 2012, Intel saved over $3 million in manufacturing costs.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

Alation

MARCH 8, 2022

Stephanie Fitzpatrick, Senior Customer Success Manager: The product initially. As a Global Intelligence and Information Manager for several oil and gas companies, I had the task of piecing together the capabilities that Alation provides and I was excited to see that Alation had developed such a solid solution.

Sales 52

Sales Data Processing Finance Metrics 52

datapine

MAY 14, 2019

Crafted by American statistician Nate Silver , a spokesperson famed for successfully predicting the 2012 US Presidential election results, this book uncovers the genuine art and science of making predictions from data. Best for: The budding data manager or data miner with a desire to make sense of information in the modern age and beyond.

Data Science 350

Data Science Machine Learning Data-driven Big Data 350

Cloudera

AUGUST 6, 2018

In reality, foundations have been using data successfully for decades – for monitoring and evaluation purposes or to inform program development and management. To manage what’s become one of the largest data sets on mental health and crisis in the world, Crisis Text Line had to be built from the ground up around technology and data. .

Machine Learning 51

Machine Learning Internet of Things Cost-Benefit Data-driven 51

Occam's Razor

JANUARY 2, 2013

The stories and examples will hopefully help you intelligently approach your own data in these reports and quickly find insights you can action / share with your management team. Multi-channel attribution was the flavor of the month for every month in 2012. On top of the graph click on Select A Metric and choose Goal Conversion Rate.

Strategy 159

Strategy Analytics Reporting Metrics 159

AWS Big Data

JUNE 28, 2023

ETL pipelines can be expensive to build and complex to manage. It minimizes the work of building and managing custom ETL pipelines between Aurora and Amazon Redshift. Additionally, the entire system can be serverless and can dynamically scale up and down based on data volume, so there’s no infrastructure to manage.

Data Warehouse 85

Data Warehouse Analytics Metrics Dashboards 85

Occam's Razor

MAY 14, 2012

Bonus One: Read: Brand Measurement: Analytics & Metrics for Branding Campaigns ]. There are many different tools, both online and offline, that measure the elusive metric called brand strength. If you are managing a small brand, this might not be an optimal way to understand your brand strength.

Measurement 128

Measurement Analytics Advertising Marketing 128

AWS Big Data

MARCH 11, 2024

Amazon Redshift is a fully managed, scalable cloud data warehouse that accelerates your time to insights with fast, straightforward, and secure analytics at scale. You can run and scale analytics in seconds on all your data, without having to manage your data warehouse infrastructure.

Analytics 65

Analytics Data Warehouse Optimization Metrics 65

AWS Big Data

MARCH 21, 2024

ETL and ELT pipelines can be expensive to build and complex to manage. There is no infrastructure to manage and the integration can automatically scale up and down based on the data volume. They would like to get these metrics in near real time using a zero-ETL integration. For Encryption , select Use AWS Key Management Service.

Data Warehouse 88

Data Warehouse Metrics Statistics Optimization 88

AWS Big Data

JANUARY 22, 2024

Data engineers were finding it increasingly challenging to maintain and scale the data infrastructure, resulting in data access, data silos, and inefficiencies in data management. This will be further detailed when we discuss the AWS Identity and Access Management (IAM) roles used, because one of the roles is dedicated to the business group.

Data-driven 85

Data-driven Advertising Metadata Data Architecture 85

AWS Big Data

OCTOBER 19, 2023

Customers uploading and searching through decades of photos helped turn search into critical infrastructure, growing steadily since SmugMug first used Amazon CloudSearch in 2012, followed by Amazon OpenSearch Service since 2018, after reaching billions of documents and terabytes of search storage. Stay tuned for results.

Publishing 55

Publishing Testing Cost-Benefit Data-driven 55

Domino Data Lab

JULY 22, 2019

It involved a lot of interesting work on something new that was data management. I recently did “ Fifty Years of Data Management and Beyond ” which looks at roughly the same time period. Then in the bottom tier, you had your data management, your back office, right? I definitely recommend Chris as well.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

CIO Business Intelligence

AUGUST 28, 2023

While multi-cloud promises limitless opportunities, without proper management, costs and complexity can escalate quickly. Some of the company’s most innovative developments include a digital weight loss assistant, an app to book discounted flights and an online portal to access and manage medical plans.

Cost-Benefit 79

Cost-Benefit Insurance Risk Management 79

AWS Big Data

MAY 19, 2023

Orchestrating the run of and managing dependencies between these components is a key capability in a data strategy. Amazon Managed Workflows for Apache Airflows (Amazon MWAA) orchestrates data pipelines using distributed technologies including on-premises resources, AWS services, and third-party components.

Machine Learning 82

Machine Learning Metrics Big Data Management 82

IBM Big Data Hub

JULY 6, 2023

These new reporting standards represent an evolution from the voluntary guidelines first issued in 2009 by India’s Ministry of Corporate Affairs, which were further refined in the Business Responsibility Report (BRR) of 2012. What are the three main disclosure areas under the BRSR? Businesses should respect and promote human rights.

Reporting 50

Reporting Slice and Dice Insurance Metrics 50

Domino Data Lab

JUNE 2, 2019

Many enterprise organizations with sophisticated data practices place those kinds of decisions on data science team leads rather than the executives or product managers. I recall a “Data Drinkup Group” gathering at a pub in Palo Alto, circa 2012, where I overheard Pete Skomoroch talking with other data scientists about Kahneman’s work.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

Domino Data Lab

APRIL 21, 2021

from sklearn import metrics. With this criterion in mind, we can define a distance metric to the top left corner of the curve and find a threshold that minimises it. The class label is titled Class where 0 denotes a genuine transaction and 1 signifies fraud. from imblearn.over_sampling import SMOTE. from datetime import datetime.

Statistics 69

Statistics Machine Learning Modeling Metrics 69

Domino Data Lab

MARCH 3, 2019

What metrics are used to evaluate success? While I hear so much about Snowflake adoption rates within mainstream IT, here we’re seeing Spark, Kafka, and Hadoop among the most popular data processing tools, along with their corresponding managed services in the cloud. Management. Who builds their models?

Data Science 49

Data Science Deep Learning Machine Learning Modeling 49

Sisense

DECEMBER 11, 2019

With data growing at a staggering rate, managing and structuring it is vital to your survival. Data teams have become the key to many organizations’ success , and the transformation of data into insights is now a critical business process, as Sisense Israel Sales Country Manager, Davidi Boyarksi, explained in his introduction.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

Occam's Razor

SEPTEMBER 21, 2015

Second, between 2012 and 2013. You are comparing 2012 and 2013, add a row of data at the top that shows your computation of the size of the opportunity for 2014. Even with the ugly template design, the company logos (yes, plural), and other elements that were on the original slide, the one above manages to survive negativity they add.

Visualization 160

Visualization Key Performance Indicator Slice and Dice Strategy 160

Occam's Razor

SEPTEMBER 4, 2012

TripIt offers a free service as well, but it has managed to create value for itself in three ways: Pay for the pro version of the service, the app, and intent targeted reservations. What are your management's excuses for not creating incredible mobile experience (site or app)? People don't mind behavior/intent targeting.

Marketing 144

Marketing Data mining Measurement Strategy 144

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

With more features come more potential post hoc hypotheses about what is driving metrics of interest, and more opportunity for exploratory analysis. Looking at metrics of interest computed over subpopulations of large data sets, then trying to make sense of those differences, is an often recommended practice (even on this very blog).

Experimentation 61

Experimentation Testing Statistics Metrics 61

datapine

MAY 17, 2021

Without a doubt, the best way to drive maximum value from the metrics, insights, and information is through something called data discovery. Whether you’re talking about an IT specialist, a CIO, or a project manager, in today’s digital age all business users need to be able to access and understand data. click to enlarge**.

Visualization 161

Visualization Data-driven Business Intelligence Metrics 161

Depict Data Studio

APRIL 10, 2023

I first learned about this technique through Cole Nussbaumer’s Storytelling with Data workshop back in 2012—but geez, was it tough to apply! We also used a different color for each section to break up the sea of words into manageable chunks. quarterly reports to your Board of Directors).

Visualization 105

Visualization Dashboards Testing Reporting 105