IBM Big Data Hub

AUGUST 9, 2023

Even a simple web application can benefit from observability by implementing basic logging and metrics. By using real-time monitoring to see relevant events and metrics during development and testing, they can spot problems early, leading to more robust and reliable applications.

Metrics 69

Metrics Interactive Software Data-driven 69

AWS Big Data

FEBRUARY 28, 2024

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. Terraform is an infrastructure as code (IaC) tool that helps you build, deploy, and manage cloud resources efficiently. touch main.tf

Metrics 65

Metrics Management Software Testing 65

Smart Data Collective

JUNE 30, 2022

Geoffrey Moore tweeted about this in 2012 when he said: “Without big data analytics, companies are blind and deaf, wandering out onto the Web like deer on a freeway.”. When you are looking at your Instagram Stories data, you have to know what metrics to pay attention to. However, you have to pay attention to the right metrics.

Data-driven 109

Data-driven Marketing Strategy Big Data 109

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.

Data Quality 85

Data Quality Measurement Testing Visualization 85

AWS Big Data

OCTOBER 25, 2023

This limit is observed using the anomaly_detector.RCFInstances.value CloudWatch metric. The OpenSearch Ingestion pipeline exposes the anomaly_detector.cardinalityOverflow.count metric through CloudWatch. This metric demonstrates that the pipeline identified that less than 0.1% For our example, we used a data sample with 1.5

Analytics 117

Analytics Data Processing Optimization Metrics 117

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 85

Data Quality Visualization Metadata Metrics 85

AWS Big Data

JULY 17, 2023

In configuring the access policy for this role, you grant permission for the osis:Ingest. { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Principal": { "AWS": " {your-account-id} " }, "Action": "sts:AssumeRole" } ] } Create a pipeline role (called PipelineRole ) with a trust relationship for OpenSearch Ingestion to assume that role.

Management 72

Management Analytics Data Processing Metrics 72

Ontotext

MAY 19, 2021

The resulting analytical platform can use these faculty impact metrics to inform research priorities and policy focus by understanding the institute’s impact on the wider academic community and identify what institutions are most likely to fund which research topics.

Publishing 72

Publishing Measurement Data-driven Metrics 72

AWS Big Data

AUGUST 7, 2023

The OBJECTIVE parameter specifies a metric to minimize or maximize the objective of a job. If you need to use AWS Key Management Service (AWS KMS) or VPC routing, refer to Cluster and configure setup for Amazon Redshift ML administration. To use Forecast, you need to have the AmazonForecastFullAccess policy.

Forecasting 80

Forecasting Data Warehouse Machine Learning Modeling 80

datapine

JANUARY 6, 2022

In fact, a Digital Universe study found that the total data supply in 2012 was 2.8 Prior to 2012, Intel would conduct over 19,000 manufacturing function tests on their chips before they could be deemed acceptable for release. After its implementation in 2012, Intel saved over $3 million in manufacturing costs.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

Smart Data Collective

APRIL 5, 2019

For example, it hones in on metrics in social media like retweets, engagement rates, mention, and story completions. Its goal was to “turn anonymous social media audiences into qualified prospects for sales and marketing” and the company raised $300,000 from a VC firm in 2012.

Big Data 79

Big Data Interactive Data-driven Metrics 79

Alation

MARCH 8, 2022

While we actively track all demographics of our employees, in looking simply at the metric of employees identifying themselves as male or female genders, the percent of identifying women jumped from 13% in 2020 to nearly 30% in 2021.

Sales 52

Sales Data Processing Finance Metrics 52

Alation

FEBRUARY 20, 2020

Metrics and statistics are wonderful, but we need to surround data with more context and lower the costs of using data. Rather than focusing on making data consumers do more work, maybe we can boost literacy by surrounding the data with context and reducing the burden of understanding the information.

Big Data 52

Big Data Data-driven Statistics Metrics 52

Sisense

JUNE 17, 2021

Tip: Measure the metrics that matter. But when we peel back the intention of the ad, those vanity metrics don’t matter, because in the end, the ad didn’t raise awareness within the defined target audience, and it didn’t prevent accidents within the time frame that was scoped. (Now, good luck trying to get the jingle out of your head.).

Marketing 52

Marketing Interactive Metrics Advertising 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. It’s also one of the best books on data science around.

Data Science 350

Data Science Machine Learning Data-driven Big Data 350

Occam's Razor

JANUARY 2, 2013

Multi-channel attribution was the flavor of the month for every month in 2012. And just as in 2012 magic pills will be scarce, FUD will be plentiful, and vendors will promise the moon. On top of the graph click on Select A Metric and choose Goal Conversion Rate. Change the metric on top of the page to Goal Values and bam!

Strategy 159

Strategy Analytics Reporting Metrics 159

Insight

JANUARY 14, 2020

CNNs have been widely considered state-of-the-art tools for computer vision since 2012, when AlexNet won the ImageNet Large Scale Visual Recognition Challenge (ILSVRC). We pass 3 parameters: loss, optimizer , and metrics. Choosing your evaluation metric Lastly, metrics just refers to your choice of evaluation metric.

Metrics 58

Metrics Optimization Modeling Testing 58

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.

Measurement 128

Measurement Analytics Advertising Marketing 128

AWS Big Data

JUNE 28, 2023

The company’s business analysts want to generate metrics to identify ticket movement over time, success rates for sellers, and the best-selling events, venues, and seasons. They would like to get these metrics in near-real time using a zero-ETL integration. or higher version) database. source) and Amazon Redshift (destination).

Data Warehouse 81

Data Warehouse Analytics Metrics Dashboards 81

Cloudera

AUGUST 6, 2018

This is important because unlike diabetes or high blood pressure we don’t yet have clear metrics for Parkinson’s. In 2012 , only 25 of the region’s 48 countries had conducted at least two surveys over the past decade to track poverty. We now have the flexibility to combine different types of data.

Machine Learning 49

Machine Learning Internet of Things Cost-Benefit Data-driven 49

AWS Big Data

MARCH 11, 2024

Make sure that data is flowing into your MSK topic using Amazon CloudWatch metrics (for example, BytesOutPerSec ). Set up streaming ingestion To set up streaming ingestion, complete the following steps: Set up the AWS Identity and Access Management (IAM) role and trust policy required for streaming ingestion.

Analytics 65

Analytics Data Warehouse Optimization Metrics 65

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Juice Analytics

MARCH 3, 2021

www.forbes.com/special-report/2012/annoying-business-jargons-12.html. Reduce metrics. Most organizations are tempted to show as many metrics as possible, but it becomes impossible to understand and focus on everything at once. Create constraints to show only the metrics that matter most. Reduce pie charts.

Visualization 126

Visualization Metrics Dashboards Measurement 126

The Unofficial Google Data Science Blog

JUNE 30, 2016

In fact, Hainmueller (2012) show that entropy balancing is equivalent to estimating the weights as a log-linear model of the covariate functions $c_j(X)$. See Hainmueller (2012), and the work of Zhao & Percival (2015) for more details on how this optimization problem is solved, and for further discussion. 2012): 25-46.

Statistics 44

Statistics Optimization Modeling Experimentation 44

AWS Big Data

MARCH 21, 2024

The company’s business analysts want to generate metrics to identify ticket movement over time, success rates for sellers, and the best-selling events, venues, and seasons. They would like to get these metrics in near real time using a zero-ETL integration. Choose Create policy.

Data Warehouse 83

Data Warehouse Metrics Statistics Optimization 83

The Unofficial Google Data Science Blog

AUGUST 27, 2019

Of course, any mistakes by the reviewers would propagate to the accuracy of the metrics, and the metrics calculation should take into account human errors. If we could separate bad videos from good videos perfectly, we could simply calculate the metrics directly without sampling. The missing verdicts create two problems.

Metrics 98

Metrics Statistics Uncertainty Optimization 98

Cloudera

NOVEMBER 17, 2021

There’s recognition that it’s nearly impossible to find the unicorn data scientist that was the apple of every CEO’s eye in 2012. It enables the tracking of experiment metrics like loss and accuracy, visualization of a model’s graph, projection of embeddings to a lower dimensional space, and much more.

Machine Learning 121

Machine Learning Visualization Data Science Metrics 121

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.

Publishing 55

Publishing Testing Cost-Benefit Data-driven 55

Sisense

MAY 26, 2020

Amit Bendov was appointed CEO in July 2012. Scott enables our data-driven culture by using insights to make actionable decisions by ongoing review of Marketing, Sales, and Customer Success performance metrics. Sisense was founded in 2004 in Tel Aviv by Elad Israeli, Eldad Farkash, Aviad Harell, Guy Boyangu, and Adi Azaria.

Unstructured Data 98

Unstructured Data Big Data Testing Machine Learning 98

CIO Business Intelligence

AUGUST 28, 2023

The company was quick to kick off its cloud journey in 2012, recognizing the need to scale seamlessly, get new services to market quickly and give staff and customers a great digital experience. In short, a lot is happening and it’s no different behind the scenes.

Cost-Benefit 103

Cost-Benefit Insurance Risk Management 103

Occam's Razor

DECEMBER 3, 2012

Use those metrics to optimize your social existence. Bonus: Facebook Advertising / Marketing: Best Metrics, ROI, Business Value. Do you have a 2009, 2012, 2015 mobile strategy? In a recent engagement I defined three stages of a successful mobile strategy: 2009, 2012 and 2015. Your mobile strategy is ready for 2012.

Marketing 147

Marketing Advertising Strategy Optimization 147

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?

Reporting 57

Reporting Slice and Dice Insurance Metrics 57

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

AWS Big Data

MAY 19, 2023

Orchestrate CloudTrail log aggregation with AWS Glue and Amazon MWAA In this example, we go through a use case of using Amazon MWAA to orchestrate an AWS Glue Python Shell job that persists aggregated metrics based on CloudTrail logs. CloudTrail enables visibility into AWS API calls that are being made in your AWS account.

Machine Learning 79

Machine Learning Metrics Management Big Data 79

AWS Big Data

JANUARY 22, 2024

They classified the metrics and indicators in the following categories: Data usage – A clear understanding of who is consuming what data source, materialized with a mapping of consumers and producers. The success of the implementation meant assessing various aspects of the data infrastructure, data management, and business outcomes.

Data-driven 82

Data-driven Advertising Metadata Data Architecture 82

Domino Data Lab

JUNE 2, 2019

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. Then calculate the variance divided by the mean to construct a metric for noise in decision-making. Measure how these decisions vary across your population.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

DataRobot Blog

APRIL 4, 2022

This metric is important to discover the fluctuation in sales that is due to seasonal demand patterns versus the sales generated by pricing or media. Originating in game theory, there is a reason why Shapley Value earned Lloyd Shapley a Nobel Prize in 2012. Classical Modeling Considerations. Breakthrough #2: Shapley Value.

Machine Learning 52

Machine Learning Sales Measurement ROI 52