AWS Big Data

JULY 28, 2023

This query is fairly complex: it involves multiple joins and requires special knowledge of the correct way to calculate profit metrics that other end-users may not possess. aws s3 rm s3://athena-federation-workshop- --recursive On the AWS CloudFormation console or the AWS CLI, delete the stack athena-federated-view-blog.

Big Data 80

Big Data Data Architecture Data Lake Interactive 80

Occam's Razor

MARCH 25, 2014

In a world of infinite choice, the ability to pick critical few metrics to focus on is, well…, critical. In this post I want to share that one-page list of the best metrics for digital content, marketing and business success with you. Best Digital Metrics: Own Existences/Strategies. Ready to rock and roll?

Metrics 155

Metrics Marketing Strategy Key Performance Indicator 155

IBM Big Data Hub

AUGUST 11, 2023

The term was originally coined in 2015 in a published research paper called, “Hidden Technical Debts in the Machine Learning System,” which highlighted common problems that arose when using machine learning for business applications. Reduced risk—Machine learning models need review and scrutiny.

Data Science 53

Data Science Machine Learning Cost-Benefit Deep Learning 53

datapine

MARCH 31, 2022

The Bureau of Labor Statistics also states that in 2015, the annual median salary for BI analysts was $81,320. The post A Guide To Starting A Career In Business Intelligence & The BI Skills You Need appeared first on BI Blog | Data Visualization & Analytics Blog | datapine. And it’s completely free!

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

The Unofficial Google Data Science Blog

OCTOBER 7, 2015

Nevertheless, A/B testing has challenges and blind spots, such as: the difficulty of identifying suitable metrics that give "works well" a measurable meaning. Recently, we presented some basic insights from our effort to measure and predict long-term effects at KDD 2015 [1]. 2] Ron Kohavi, Randal M.

Modeling 61

Modeling Experimentation Knowledge Discovery Testing 61

Occam's Razor

SEPTEMBER 4, 2012

Two companies, Skullcandy and TripIt, delivering on four amazing outcomes that inspire us to set the bar significantly higher for our mobile efforts in 2015 (or sooner!). That is what all marketing in 2015 will look like. It would not be my blog if there was not at least a word about measurement. Back to your business.

Marketing 144

Marketing Data mining Measurement Strategy 144

Cloudera

AUGUST 6, 2018

For example, Crisis Text Line , which provides online support to people in crisis, received a total of 8 m illion text messages in the first two years of its existence between 2013 and 2015. This is important because unlike diabetes or high blood pressure we don’t yet have clear metrics for Parkinson’s.

Machine Learning 50

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

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., This blog post discusses such a comprehensive approach that is used at Youtube. the fraction of video recommendations resulted in positive user experiences).

Experimentation 52

Experimentation Optimization Uncertainty 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 ? You've probably seen these rules sneak into my blog posts. Fill it with the best web metrics to measure success.

Marketing 140

Marketing B2B Measurement Risk 140

Occam's Razor

JANUARY 31, 2017

There is only one simple message above, and just two metrics that matter. The latter is especially important because it directly ties to what content the ads/marketing should contain, what the tone and texture should be of the landing page/app experience, and what we'll use to measure success (S, T, D, C metrics).

Visualization 148

Visualization IT Strategy Key Performance Indicator 148

IBM Big Data Hub

FEBRUARY 2, 2024

What countries are doing : Many countries are making changes in line with the goals of the Paris Agreement, a landmark international treaty negotiated at the 2015 United Nations Climate Change Conference (COP21) to limit the impact of greenhouse gas emissions. 2 Sustainability , United Nations, January 2024.

Optimization 85

Optimization Cost-Benefit Strategy Technology 85

IBM Big Data Hub

NOVEMBER 13, 2023

In 2015, Google donated Kubernetes as a seed technology to the Cloud Native Computing Foundation (CNCF) (link resides outside ibm.com), the open-source, vendor-neutral hub of cloud-native computing. Explore Red Hat OpenShift on IBM Cloud The post Top 6 Kubernetes use cases appeared first on IBM Blog.

Machine Learning 108

Machine Learning Data-driven Software Testing 108

The Unofficial Google Data Science Blog

JUNE 30, 2016

See Hainmueller (2012), and the work of Zhao & Percival (2015) for more details on how this optimization problem is solved, and for further discussion. We use performance metrics such as bias and mean squared error for the estimation of $delta$, our causal estimand of interest, defined as the average effect of treatment on the treated.

Statistics 44

Statistics Optimization Modeling Experimentation 44

Occam's Razor

DECEMBER 3, 2012

Use those metrics to optimize your social existence. It is your blog (hopefully on the company domain). Mommie Blogs/Facebook/Mobile Applications? Bonus: Facebook Advertising / Marketing: Best Metrics, ROI, Business Value. Do you have a 2009, 2012, 2015 mobile strategy? You are ready for 2015! Good question.

Marketing 147

Marketing Advertising Strategy Optimization 147

Alation

FEBRUARY 20, 2020

Following the trail of usage… Some catalogs may try to be a source-of-truth for the right table to consult for a given purpose, the right categorization of a given value, or the right way to calculate a given metric. If I see a metric in a report, I want to be able to look it up, even if it shouldn’t have been used in the first place.

Metrics 52

Metrics Consulting Machine Learning Statistics 52

IBM Big Data Hub

NOVEMBER 9, 2023

Since 2015, IBM has provided the IBM Event Streams service, which is a fully-managed Apache Kafka service running on IBM Cloud® Since then, the service has helped many customers, as well as teams within IBM, resolve scalability and performance problems with the Kafka applications they have written.

Metrics 63

Metrics IT Measurement Visualization 63

IBM Big Data Hub

FEBRUARY 22, 2024

IBM is a leader in AI ethics, appointing an AI ethics global leader in 2015 and creating an AI ethics board in 2018. We follow long-held principles of trust and transparency that make clear the role of AI is to augment, not replace, human expertise and judgment. But it is well worth the effort.

Metadata 92

Metadata Measurement Risk Modeling 92

Sisense

FEBRUARY 24, 2021

But that number rose sharply afterwards, with the team noting there were over 1,000 people in this role by 2015. The right analytics tool will empower the chief data officer to play defense by improving metrics that affect the bottom line and go on offense by generating revenue by monetizing analytics.

Data Warehouse 69

Data Warehouse Big Data Metrics Visualization 69

Occam's Razor

JULY 22, 2013

My solution to these problems was to create a simple framework we can use to put our customers first, evaluate our marketing programs, and right-align our view of success (metrics). Or perhaps you want to sign up for their blog, or follow them on social media or… any of a bunch of other things. Are they a lost cause?

Measurement 163

Measurement Marketing Key Performance Indicator Metrics 163

Domino Data Lab

JULY 1, 2021

In this blog post we present the Named Entity Recognition problem and show how a BiLSTM-CRF model can be fitted using a freely available annotated corpus and Keras. In this blog post we will focus on building a statistical NER model, using the freely available Annotated Corpus for Named Entity Recognition. nunique())). verbose=2).

Modeling 111

Modeling Statistics Testing Metrics 111

Andrew White

JANUARY 9, 2022

Can you remind where we can find the mentioned blog? Can you provide a link to your blog, or will we get notice of your info posted through email? – As above, if you are here, you have the blog URL. Several questions asked about the blog URL so I will remove all that follow. What is your thought on ecosystem play?

Analytics 64

Analytics Measurement Modeling Data-driven 64

The Unofficial Google Data Science Blog

MAY 31, 2016

This means it is possible to specify exactly in which geos an ad campaign will be served – and to observe the ad spend and the response metric at the geo level. In other words, iROAS is the slope of a curve of the response metric plotted against the underlying advertising spend. They are non-overlapping geo-targetable regions.

Advertising 42

Advertising Testing Sales Statistics 42

datapine

SEPTEMBER 4, 2023

For example, the average price of a Big Mac in the Euro area in July 2015 was $4.05 Back in 2015, when around 46.3 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.

Interactive 264

Interactive Visualization Cost-Benefit Dashboards 264

Peter James Thomas

OCTOBER 1, 2019

Sometimes the bars are clustered to allow multiple series to be charted side-by-side, for example yearly sales for 2015 to 2018 might appear against each product category. The single red line shows the actual value of some metric up to the middle section of the chart. New Adventures in Wi-Fi – Track 1: Blogging. As Nice as Pie.

Sales 61

Sales Measurement Statistics Data Architecture 61

Domino Data Lab

FEBRUARY 4, 2019

After about 2015, the firm followed the herd by introducing yet more sophisticated machine learning techniques; however, since the data science team was already swamped with reporting requirements, they introduced a new team of machine learning engineers. Friction ensued. I took this tangent for two reasons.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

AUGUST 1, 2021

Because of its architecture, intrinsically explainable ANNs can be optimised not just on its prediction performance, but also on its explainability metric. 2015) for additional details. Neural machine translation by jointly learning to align and translate , ICLR, 2015. regression, multi-class classification etc.), See Wei et al.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Cloudera

JUNE 16, 2022

In 2015, Cloudera became one of the first vendors to provide enterprise support for Apache Kafka, which marked the genesis of the Cloudera Stream Processing (CSP) offering. The DevOps/app dev team wants to know how data flows between such entities and understand the key performance metrics (KPMs) of these entities. Conclusion.

Data Lake 88

Data Lake Manufacturing Metadata Dashboards 88

Occam's Razor

FEBRUARY 9, 2015

Regular readers of the blog know of my deep love for competitive intelligence analysis. My first blog post on the topic of CIA was on 14th Aug 2006! Traffic Trends Key Metrics Analysis. Onsite Behavior Key Metrics Analysis. Competitive Intelligence Analysis: Why, What & How to Choose. Incoming and Outgoing Traffic.

Metrics 155

Metrics Reporting IT Advertising 155

Occam's Razor

JULY 13, 2017

You are going to see my deep bias for simplicity for the rest of this post (or in the 745,540 words written on this blog thus far). Oh, or your main traffic sources and the visitor acquisition metrics? The plots are from the American Time Use Survey , a multi-year study from 2003 to 2015 conducted by the US Bureau of Labor Statistics.

Visualization 124

Visualization Strategy Interactive Statistics 124