Smart Data Collective

MARCH 27, 2020

Statistics show that married people have fewer car accidents than singletons. Insurance companies have access to crime statistics and can track the number of car theft and break-ins per neighborhood. Marital status. The assumption is that married people tend to drive more carefully with children in the car.

Insurance 108

Insurance Measurement Risk Cost-Benefit 108

CIO Business Intelligence

JULY 7, 2022

There are many statistics that link business success to application speed and responsiveness. Cassandra, with its distributed architecture, was a natural choice, and by 2013, most of Netflix’s data was housed there. By Aaron Ploetz, Developer Advocate.

Statistics 111

Statistics Optimization Data Architecture Enterprise 111

The Unofficial Google Data Science Blog

APRIL 23, 2024

If $Y$ at that point is (statistically and practically) significantly better than our current operating point, and that point is deemed acceptable, we update the system parameters to this better value. e-handbook of statistical methods: Summary tables of useful fractional factorial designs , 2018 [3] Ulrike Groemping. Hedayat, N.J.A.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Smart Data Collective

AUGUST 27, 2020

The UK Office of National Statistics shows that roughly 30% of all retail sales are conducted over the Internet. MasterCard announced the use of big data to help consumers more back in 2013. The ACLU has talked about the dangers that customers face when it comes to their personal privacy and credit cards. All online.

Big Data 83

Big Data Finance Risk Insurance 83

AWS Big Data

NOVEMBER 29, 2023

In 2013, Amazon Web Services revolutionized the data warehousing industry by launching Amazon Redshift , the first fully-managed, petabyte-scale, enterprise-grade cloud data warehouse. Amazon Redshift made it simple and cost-effective to efficiently analyze large volumes of data using existing business intelligence tools.

Data Warehouse 106

Data Warehouse Data Lake Analytics Machine Learning 106

Smart Data Collective

SEPTEMBER 25, 2019

That same year, as well as in 2013, there were two separate instances of more data loss via misplaced USB drives. Statistics show that poor data quality is a primary reason why 40% of all business initiatives fail to achieve their targeted benefits. Ponder the statistics and points of focus here as you plan how to proceed.

Technology 89

Technology Statistics Strategy Insurance 89

Domino Data Lab

APRIL 21, 2021

In contrast, the decision tree classifies observations based on attribute splits learned from the statistical properties of the training data. Machine Learning-based detection – using statistical learning is another approach that is gaining popularity, mostly because it is less laborious. from imblearn.over_sampling import SMOTE.

Statistics 69

Statistics Machine Learning Modeling Metrics 69

CIO Business Intelligence

APRIL 19, 2022

Ada Developers Academy, founded in 2013, is a nonprofit coding school for women and gender-expansive adults — and it’s completely free. The academy’s goal is to “solve the tech pipeline issue and help create diverse teams,” with a focus on serving low-income Black, Latine, Indigenous, Pacific Islander, and LGBTQIA+ communities.

IT 105

IT Software Cost-Benefit Statistics 105

AWS Big Data

MARCH 13, 2024

You will see the Ray dashboard and statistics of the jobs and cluster running. He entered the big data space in 2013 and continues to explore that area. Run the following command: /session.sh 8265 8265 For example: /session.sh Waiting for connections. Open a new tab in your browser and enter localhost:8265.

Data Processing 116

Data Processing Dashboards Machine Learning Metrics 116

O'Reilly on Data

DECEMBER 12, 2019

1] “All models are wrong, but some are useful.” — George Box, Statistician (1919 – 2013). [2] Those interested in more details can dig deeper into the code on GitHub used to create the examples in this post. [16] 17] Hopefully some of these techniques will work for you and your team. If so, have fun debugging! [1]

Machine Learning 197

Machine Learning Modeling Testing Risk Management 197

datapine

MAY 14, 2019

In 2013, less than 0.5% For those embarking on a journey to master the art of the ‘R’ language – a statistical computing program and framework for increased business intelligence-based success – Advanced R is intuitive, easy to follow, and will give you a well-rounded overview of this invaluable area of data science.

Data Science 350

Data Science Machine Learning Data-driven Big Data 350

Alation

JULY 7, 2022

In 2013 I joined American Family Insurance as a metadata analyst. The Bureau of Labor Statistics projects the job outlook for data scientists to grow 22% from 2020 to 2030. As I’ll share, the ideas that led to last year’s launch were germinating for years in two very different places. Two data-driven careers.

Metadata 52

Metadata Data-driven Insurance Statistics 52

Domino Data Lab

DECEMBER 1, 2019

In such cases, methods from statistical process control and operations research that rely primarily on numerical data are hard to adopt and necessitates a new approach to monitoring models in production. A Survey on Concept Drift Adaptation” ACM Computing Survey Volume 1 , Article 1 (January 2013).

Modeling 77

Modeling Machine Learning Deep Learning Testing 77

Sisense

DECEMBER 11, 2019

Kongregate has been using Periscope Data since 2013. The easy set-up and access to embedded analytics enable them to measure KPIs, get game statistics, monetization and retention statistics that help them to optimize players’ experience, hone best practices and benchmarks, and maximize stickiness and profitability.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

Domino Data Lab

JANUARY 6, 2019

I’ve been teaching data science since 2008 privately for employers – exec staff, investors, IT teams, and the data teams I’ve led – and since 2013, for industry professionals in general. See the 2013 article in Nature , “ MOOCs taken by educated few, ” and also some extended discussion at an ACM meetup on the topic. Downey (2013).

Data Science 56

Data Science Machine Learning Visualization Reporting 56

Sisense

JUNE 26, 2020

It will get us to the complete statistical data for each feature. Previously, he held leadership roles in analytics and operations, including launching the company’s first paid SaaS offerings at Square and helping Tremor Video IPO in 2013. We have three methods for exploratory data analysis: Univariate analysis. Bivariate analysis.

Visualization 97

Visualization Unstructured Data Measurement Data-driven 97

Occam's Razor

SEPTEMBER 21, 2015

Second, between 2012 and 2013. When I present it, I'll say something like "Our peak investment, in Aquantive in 2013, was 700k." 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. The reason is quite simple. That's hard enough.

Visualization 161

Visualization Key Performance Indicator Slice and Dice Strategy 161

Domino Data Lab

JULY 9, 2019

.” And this is one of his papers about “you’re doing it wrong” where he talked about the algorithmic culture that he was observing in the machine learning community versus the generative model community that was more traditional in statistics. When I showed up in 2013…there was pain.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Domino Data Lab

AUGUST 22, 2019

Although it’s not perfect, [Note: These are statistical approximations, of course!] Note: A test set of 19,500 such analogies was developed by Tomas Mikolov and his colleagues in their 2013 word2vec paper. representations using RNN encoder-decoder for statistical machine translation. Example 11.6 Note: Mikolov, T.,

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

Insight

MARCH 12, 2020

In 2013, Robert Galbraith?—?an The most powerful approach for the first task is to use a ‘language model’ (LM), i.e. a statistical model of natural language. an aspiring author?—?finished finished his first novel, Cuckoo’s Calling. often without even looking at it. features) and metadata (i.e.

Modeling 59

Modeling Metadata Publishing Sales 59

Ontotext

MARCH 24, 2021

For these reasons, we have applied semantic data integration and produced a coherent knowledge graph covering all Bulgarian elections from 2013 to the present day. Easily accessible linked open elections data.

Statistics 142

Statistics Data Processing Publishing Metrics 142

DataKitchen

JUNE 24, 2021

Chapin shared that even though GE had embraced agile practices since 2013, the company still struggled with massive amounts of legacy systems. Don’t just run out and just buy a fancy new tool or hire that genius person who’s going to do everything.”. Success Requires Focus on Business Outcomes, Benchmarking.

ROI 211

ROI Metrics Measurement Cost-Benefit 211

Domino Data Lab

MARCH 27, 2019

For example, you can calculate the average percentage of votes cast for Democratic Party candidates: # Compute summary statistics for the `presidentialElections` data frame average_votes <- summarize(. Using the summarize() function to calculate summary statistics for the presidentialElections data frame. Red notes are added.

Statistics 85

Statistics Data Science Visualization IT 85

Jet Global

MAY 1, 2023

Companies like Tableau (which raised over $250 million when it had its IPO in 2013) demonstrated an unmet need in the market. Advanced Analytics Some apps provide a unique value proposition through the development of advanced (and often proprietary) statistical models. Users’ varied needs require a shift in traditional BI thinking.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52