O'Reilly on Data

MARCH 31, 2020

All you need to know for now is that machine learning uses statistical techniques to give computer systems the ability to “learn” by being trained on existing data. You might establish a baseline by replicating collaborative filtering models published by teams that built recommenders for MovieLens, Netflix, and Amazon.

Management 338

Management Machine Learning Experimentation Metrics 338

O'Reilly on Data

MAY 27, 2020

Ever since 1989, the state has periodically published a report card that rates each surgeon, by name, based on how many of that surgeon’s patients died in hospital or within 30 days after coronary artery bypass surgery. There are about 150 cardiac surgeons in New York State, for instance.

Risk 355

Risk Testing Reporting Measurement 355

Analytics Vidhya

DECEMBER 16, 2020

This article was published as a part of the Data Science Blogathon. Introduction There are so many performance evaluation measures when it comes to. The post Decluttering the performance measures of classification models appeared first on Analytics Vidhya.

Measurement 306

Measurement Modeling Data Science Publishing 306

datapine

FEBRUARY 9, 2024

4) How to Select Your KPIs 5) Avoid These KPI Mistakes 6) How To Choose A KPI Management Solution 7) KPI Management Examples Fact: 100% of statistics strategically placed at the top of blog posts are a direct result of people studying the dynamics of Key Performance Indicators, or KPIs. 3) What Are KPI Best Practices?

KPI 221

KPI Management Key Performance Indicator Measurement 221

Analytics Vidhya

NOVEMBER 9, 2020

This article was published as a part of the Data Science Blogathon. Overview Challenges if we use the Linear Regression model to solve a. The post Binary Cross Entropy aka Log Loss-The cost function used in Logistic Regression appeared first on Analytics Vidhya.

Data Science 241

Data Science Publishing Modeling Analytics 241

DataKitchen

OCTOBER 11, 2021

The automated orchestration published the data to an AWS S3 Data Lake. Statistical Process Control – applies statistical methods to control a process. The same code we wrote to move data from S3 to RedShift or SFTP to S3 or to publish a Tableau workbook can be used across teams, projects and environments.

Testing 162

Testing Metadata Dashboards Statistics 162

datapine

SEPTEMBER 6, 2022

A content dashboard is an analytical tool that contains critical performance metrics to assess the success of all content-related initiatives. This most insightful of Google Analytics dashboards provide the perfect mix between overview metrics and more detailed insights. Let’s look at some of these metrics in more detail below.

Dashboards 179

Dashboards Reporting ROI Metrics 179

DataRobot Blog

DECEMBER 6, 2022

Bureau of Labor Statistics predicts that the employment of data scientists will grow 36 percent by 2031, 1 much faster than the average for all occupations. Bureau of Labor Statistics. Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

datapine

MARCH 18, 2020

and metrics (follows, likes, reach, growth, awareness, post performance, engagements, etc.) Social media marketing reporting is based on a curated collection of data and statistics that are customized based on your business’s social marketing activities and goals. Choose the right metrics. over various time frames.

Reporting 178

Reporting Dashboards Metrics KPI 178

Smart Data Collective

JULY 20, 2022

Here are some statistics on the importance of AI in marketing : 48% of marketers feel AI makes a greater difference than anything else in affecting their relationship with customers 51% of e-commerce companies use AI to improve the customer experience 64% of B2B marketers use AI to guide their strategy. You can use AI to generate new content.

Marketing 144

Marketing B2B Strategy Statistics 144

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

With those stakes and the long forecast horizon, we do not rely on a single statistical model based on historical trends. Over the life of the forecast, the data scientist will publish historical accuracy metrics. But due to the long time lag between forecasts and actuals, these metrics alone are insufficient.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

AWS Big Data

APRIL 28, 2023

For example, you can configure an Amazon EventBridge rule to invoke an AWS Lambda function to publish CloudWatch metrics every time AWS Glue jobs finish. Each datapoint represents DPUHours per individual job run, so valid statistics for the CloudWatch metrics is SUM. You can review and customize it to suit your needs.

Optimization 121

Optimization Metrics Interactive Data Integration 121

CIO Business Intelligence

AUGUST 5, 2022

Today, data visualization encompasses all manners of presenting data visually, from dashboards to reports, statistical graphs, heat maps, plots, infographics, and more. Choropleths use shades or patterns on a map to represent a statistical variable, such as population density by state. What is the business value of data visualization?

Visualization 143

Visualization Dashboards Statistics Business Intelligence 143

Occam's Razor

FEBRUARY 22, 2010

For example, with Alexa , you can report on traffic statistics (such as rank and page views), upstream (where your traffic comes from) and downstream (where people go after visiting your site) statistics, and key-words driving traffic to a site. Check the definitions of various metrics. numbers for various industries.

Metrics 124

Metrics Advertising Reporting Software 124

Sisense

SEPTEMBER 3, 2020

Besides strong technical skills (for instance, use of Hadoop, programming in R and Python , math, statistics), data scientists should also be able to tackle open-ended questions and undirected research in ways that bring measurable business benefits to their organization. See an example: Explore Dashboard.

Statistics 97

Statistics Metrics Visualization Finance 97

AWS Big Data

DECEMBER 4, 2024

The company is looking for an efficient, scalable, and cost-effective solution to collecting and ingesting data from ServiceNow, ensuring continuous near real-time replication, automated availability of new data attributes, robust monitoring capabilities to track data load statistics, and reliable data lake foundation supporting data versioning.

Data Integration 113

Data Integration Data Lake Statistics Data-driven 113

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.

Data Warehouse 111

Data Warehouse Metrics Statistics Optimization 111

Occam's Razor

OCTOBER 4, 2010

Ask a famous blogger, a published author, a random twitterer or your mom how to succeed in web analytics, or how not to be a Reporting Squirrel. We read books / blogs on Metrics & KPIs and we think we know what to do for an ecommerce site or a blog or support site etc and we start reporting what the blog / book recommended.

Reporting 119

Reporting Metrics Sales Strategy 119

datapine

SEPTEMBER 4, 2023

Not only is each flight color-coded by the airline, but this short movie-style visualization has transformed flight-based metrics into a piece of art that shows the path of each flight in action. A glorious example of numerical metrics transformed into something accessible, engaging, and informational for everyone.

Interactive 264

Interactive Visualization Cost-Benefit Dashboards 264

Cloudera

DECEMBER 3, 2021

In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. There are a number of metrics that can be used to measure the performance of a system; they include accuracy, precision and F-score to name only three. We need to get to the root of the problem. Model Drift.

Uncertainty 107

Uncertainty Measurement Metrics Risk 107

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 105

Data Warehouse Analytics Metrics Dashboards 105

CIO Business Intelligence

OCTOBER 20, 2022

That’s a staggering statistic, and it means that people want to buy from companies that have similar values as theirs, and they’ll also refuse to bring their talents to places that don’t engage in meaningful change. They have published a framework to help leaders know what specific steps they can take right now to make meaningful change.

Snapshot 98

Snapshot Statistics Metrics Publishing 98

IBM Big Data Hub

APRIL 9, 2024

. “With the data we’ve prepared we can then calculate the odds of a birdie or an eagle from a particular sector; we can also look across to the opposite side of the fairway for contrastive statistics,” says Baughman. Users can establish risk tolerances and set alerts around a wide variety of metrics. ” Watsonx.ai

Management 78

Management IT Machine Learning Metrics 78

CIO Business Intelligence

DECEMBER 9, 2024

In 1987, Nobel prize winning economist Robert Solow famously quipped, You can see the computer age everywhere but in the productivity statistics. These will be across a number of sectors including marketing, publishing, entertainment, and education in both B2C and B2B environments. a month for a subscription service.

Enterprise 108

Enterprise ROI Cost-Benefit Measurement 108

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 117

Data Quality Visualization Metadata Metrics 117

AWS Big Data

AUGUST 1, 2024

This includes the ETL processes that capture source data, the functional refinement and creation of data products, the aggregation for business metrics, and the consumption from analytics, business intelligence (BI), and ML. This requires a dedicated team of 3–7 members building and publishing refined datasets in Amazon Redshift.

Data Warehouse 113

Data Warehouse KPI Optimization Cost-Benefit 113

Occam's Razor

JUNE 8, 2006

You have a inherent ability to hear people and their problems and all the while in your brain you are thinking of 10 interesting ways in which you can slice the Site Overlay or other clickstream metrics to validate. If I get enough different ones I’ll create a new list and publish that (with due credit to you). You guys rock!!).

KPI 94

KPI Measurement Statistics Metrics 94

Occam's Razor

NOVEMBER 15, 2010

Furthermore the content publishing schedules, perceptions of "engagement" are all out of whack. No, no, not the silly reports that show mostly useless metrics like Average Time on Site and Average Pages Per Visitors ( averages stink! ). Index Value Metric. Index Value Metric. Time to focus on the Visitors!!

Reporting 140

Reporting Metrics Strategy Measurement 140

Occam's Razor

MARCH 7, 2022

In posts about advanced segmentation , in posts about how to build strategic dashboards that don’t suck , in encouraging you to reimagine how you pick metrics to obsess about using the magnificent Impact Matrix , and on and on and on. This blog post was originally published as an edition of my newsletter TMAI Premium. Go for insights!

Key Performance Indicator 103

Key Performance Indicator Strategy Publishing Marketing 103

Peter James Thomas

AUGUST 12, 2018

These normally appear at the end of an article, but it seemed to make sense to start with them in this case: Recently I published Building Momentum – How to begin becoming a Data-driven Organisation. Pertinence and fidelity of metrics developed from Data. There are often compromises to be made in defining metrics.

Metrics 49

Metrics Statistics Data Quality Measurement 49

Insight

JUNE 8, 2020

Mayhem is a gaming analytics company that offers gamers a platform to hold tournaments and see their own statistics inside each game. CloudWatch cannot visualize detailed metrics The most critical issue with CloudWatch is the low refresh rate the default RDS monitoring metrics have?—?they The enhanced metrics In CloudWatch.

Metrics 65

Metrics Testing Dashboards Visualization 65

Jen Stirrup

JUNE 20, 2020

My analysis is based on the Financial statements put forward by PASS using some basic metrics; until you do that piece, you can’t move forward to compare and contrast it with other data since you have not done your ‘descriptive statistical analysis’ first to ensure that the comparison is valid. Let me draw that out for you.

Metrics 104

Metrics Business Analytics Data-driven Statistics 104

AWS Big Data

JULY 27, 2023

Now that you have addressed all data quality issues identified on the sample, publish the project as a recipe. Choose Publish in the Recipe pane, enter an optional description, and complete the publication. Each time you publish, it will create a different version of the recipe. Now you can save and run the job.

Visualization 98

Visualization Cost-Benefit Data Quality Interactive 98

DataRobot

NOVEMBER 9, 2021

“One look is worth a Thousand Words” This phrase was used in 1913 to convey that graphics had a place in newspaper publishing. The dataset also provides centralized and windowed statistics features. More than a hundred years later, this phrase still rings true, especially for data scientists.

Visualization 52

Visualization Unstructured Data Statistics Metrics 52

Occam's Razor

JANUARY 9, 2012

If you are doing lame stuff, why try harder in an analytics context by asking for Economic Value or Visitor Loyalty or Conversation Rate or a thousand other super powerful and insightful metrics ? Lack of loyalty shows simply re-publishing AP stories is useless. Fill it with the best web metrics to measure success.

Marketing 142

Marketing B2B Measurement Risk 142

Cloudera

FEBRUARY 25, 2021

They require a deep enough knowledge of dozens of ML techniques in order to choose the right approach for a given use case, a thorough understanding of everything required to execute on that use case, as well as a solid foundation in statistics fundamentals to ensure their choices and implementations are mathematically sound and appropriate.

Deep Learning 85

Deep Learning Machine Learning Forecasting Visualization 85

Cloudera

JUNE 28, 2022

This blog will be published in two parts. A dashboard feeds from the Kudu database to show fraud summary statistics. A critical prerequisite for in-stream processing is having the capability to collect and move the data as it is being generated at the point of origin. This is what we call the first-mile problem.

Dashboards 91

Dashboards Machine Learning Statistics KPI 91