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 160

Strategy Analytics Reporting Metrics 160

AWS Big Data

FEBRUARY 27, 2024

OSI is a fully managed, serverless data collector that delivers real-time log, metric, and trace data to OpenSearch Service domains and OpenSearch Serverless collections. We recently introduced a feature with Amazon OpenSearch Ingestion (OSI) to make this migration even more effortless.

Metadata 119

Metadata Data Processing Dashboards IoT 119

CIO Business Intelligence

MARCH 19, 2024

May 2012: A senior member of HP’s Autonomy unit raises concerns about Autonomy’s accounting practices. Lynch is among them, for “failure to meet agreed performance goals, including financial metrics.” November 2012: HP takes an $8.8 20, 2012, releasing HP and its executives from any Autonomy-related securities claims.

Software 105

Software Sales Unstructured Data Enterprise 105

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 103

Data Warehouse Analytics Metrics Dashboards 103

AWS Big Data

NOVEMBER 21, 2023

Amazon OpenSearch Ingestion is a fully managed, serverless pipeline that delivers real-time log, metric, and trace data to Amazon OpenSearch Service domains and OpenSearch Serverless collections. These include HTTP sources and OTEL sources for logs, traces and metrics.

Metrics 114

Metrics Management Technology IT 114

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

AWS Big Data

APRIL 10, 2024

Create a role in the target account with the following permissions: { "Version":"2012-10-17", "Statement":[ { "Effect":"Allow", "Action":[ "redshift:DescribeClusters", "redshift-serverless:ListNamespaces" ], "Resource":[ "*" ] } ] } The role must have the following trust policy, which specifies the target account ID.

Data Warehouse 116

Data Warehouse Analytics Metrics Snapshot 116

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 132

Data-driven Marketing Strategy Big Data 132

AWS Big Data

MARCH 7, 2024

For on-demand ingestion for past time durations where you don’t expect new objects to be created, consider using supported pipeline metrics such as recordsOut.count to create Amazon CloudWatch alarms that can stop the pipeline. For a list of supported metrics, refer to Monitoring pipeline metrics.

Data Lake 130

Data Lake Analytics Dashboards Metrics 130

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 124

Machine Learning Visualization Data Science Metrics 124

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 129

Measurement Analytics Advertising Marketing 129

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

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 109

Data Warehouse Metrics Statistics Optimization 109

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 100

Big Data Interactive Data-driven Machine Learning 100

AWS Big Data

JUNE 12, 2024

You can visualize the sales data by industry with a pie chart with the index pattern created in the previous step.

Dashboards 119

Dashboards Visualization Sales IoT 119

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

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 112

Data Quality Measurement Testing Visualization 112

AWS Big Data

AUGUST 27, 2024

The function captures usage and cost metrics, which are subsequently stored in Amazon Relational Database Service (Amazon RDS) tables. The following metrics are extracted as part of the process: vcore-seconds, memory MB-seconds, and storage GB-seconds. The Lambda function captures the daily cost of EMR clusters from Cost Explorer.

Metrics 99

Metrics Dashboards Data Lake Optimization 99

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 94

Management Analytics Data Processing Metrics 94

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 114

Data Quality Visualization Metadata Metrics 114

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 61

Metrics Interactive Data-driven Sales 61

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 97

Forecasting Data Warehouse Machine Learning Modeling 97

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 72

Metrics Management Software Testing 72

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 72

Analytics Data Warehouse Optimization Metrics 72

Occam's Razor

SEPTEMBER 4, 2012

I'm particularly excited about collecting not just the normal "page view" data for apps, but also behavior data from the app stores (acquisition metrics), unique user tracking, and ecommerce (micro and macro conversion) happening inside the app. Closing Thoughts.

Marketing 146

Marketing Data mining Measurement Strategy 146

Domino Data Lab

SEPTEMBER 9, 2019

For example, with those open source licenses we can download their text, parse, then compare similarity metrics among them: In [12]: pairs = [?. ["mit", "asl"],?. ["asl", "bsd"],?. ["bsd", "mit"] ?]? ?for …. One common use case for natural language work is to compare texts. for a, b in pairs:?.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

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 Science 110

Data Science Data-driven Machine Learning Modeling 110

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 59

Publishing Testing Cost-Benefit Data-driven 59

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 110

Data-driven Advertising Metadata Data Architecture 110

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 50

Reporting Slice and Dice Insurance Metrics 50

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

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

Sisense

DECEMBER 11, 2019

He outlined how critical measurable results are to help VCs make major investment decisions — metrics such as revenue, net vs gross earnings, sales , costs and projections, and more. From a startup in 2012, it is now valued at $3.2 The company has integrated data analysis throughout its organization to power decision making.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

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

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

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 50

Machine Learning Internet of Things Data-driven Cost-Benefit 50