Smart Data Collective

JANUARY 27, 2022

Did you know that big data consumption increased 5,000% between 2010 and 2020 ? Big data technology is changing countless aspects of our lives. A growing number of careers are predicated on the use of data analytics, AI and similar technologies. This should come as no surprise. 3D Printing Designer.

Big Data 129

Big Data Advertising Internet of Things Marketing 129

Jen Stirrup

SEPTEMBER 25, 2020

I am also volunteering more for organisations where I can contribute my data science skills for charity, and it is good to work with real data scientists who are nice people as well as being expert in what they do. From my first SQLBits session in 2010, I have spent the last decade speaking all over the world.

Data Science 92

Data Science IT 92

DataRobot Blog

AUGUST 23, 2019

We started with the result of every match (and set scores) for ATP and WTA tour matches from 2010 through 2018. Fans of betting and data science are excited to see how predictive the 100,000 simulations turn out to be, fed by ATP and WTA matches over nine seasons with Elo scores, and factoring in surface and more.

Predictive Modeling 52

Predictive Modeling Modeling Marketing Analytics Data Science 52

Domino Data Lab

APRIL 3, 2019

The top three items are essentially “the devil you know” for firms which want to invest in data science: data platform, integration, data prep. Data governance shows up as the fourth-most-popular kind of solution that enterprise teams were adopting or evaluating during 2019. More Policies Emerged” (2010-2018).

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Peter James Thomas

JUNE 20, 2019

The above chart compares monthly searches for Business Process Reengineering (including its arguable rebranding as Business Transformation ) and monthly searches for Data Science between 2004 and 2019. Here we come back to the upward trend in searches for Data Science. – CIO.com 2010. “61%

Cost-Benefit 55

Cost-Benefit Data Warehouse Consulting Data Science 55

Timo Elliott

JANUARY 10, 2022

Michael Groves (Topolytics) and Natasha Pergl (SAP) to discuss how companies can use data science modelling to track materials across the supply chain for sustainable decision-making. I’ve been talking about them for a long time. Episode 51: After COP 26 – how businesses can take action.

Data Processing 121

Data Processing Manufacturing Machine Learning Technology 121

O'Reilly on Data

SEPTEMBER 19, 2023

” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. The data scientist—sorry, “machine learning engineer” or “AI specialist”—job interview now involves one of those toolkits, or one of the higher-level abstractions such as HuggingFace Transformers.

Machine Learning 247

Machine Learning Testing Modeling Cost-Benefit 247

The Unofficial Google Data Science Blog

JULY 11, 2017

SCOTT Time series data are everywhere, but time series modeling is a fairly specialized area within statistics and data science. Introduction Time series data appear in a surprising number of applications, ranging from business, to the physical and social sciences, to health, medicine, and engineering.

Forecasting 64

Forecasting Statistics Modeling Software 64

O'Reilly on Data

MARCH 20, 2019

Especially in today’s overheated and turnover-prone data “science” market.) 2010): 121-148. Such complexity can be problematic for at least two reasons: A dedicated, motivated attacker can, over time, learn more about your overly complex blackbox modeling system than you or your team knows about your own model. Kumar, Ajitesh.

Modeling 222

Modeling Machine Learning Predictive Modeling Consulting 222

Cloudera

APRIL 21, 2022

Cerner also had experience in dealing with the massive volume of data created by a health system that serves multiple millions of beneficiaries at hospitals and clinics around the world. The companies began working together in 2010, when Cerner adopted Cloudera’s open-source platform distribution that enables random access to data.

Metadata 88

Metadata Informatics Insurance Data Processing 88

The Unofficial Google Data Science Blog

JULY 22, 2020

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Causal inference in statistics, social, and biomedical sciences. ACM, 2017. [4] 4] Audibert, Jean-Yves, and Sébastien Bubeck. Best arm identification in multi-armed bandits." 5] Imbens, Guido W., and Donald B. 6] Thompson, William R. "On

Experimentation 95

Experimentation Statistics Testing Strategy 95

Domino Data Lab

SEPTEMBER 18, 2019

Models are at the heart of data science. Data exploration is vital to model development and is particularly important at the start of any data science project. From 2010 to 2017, the median price of a single-family home in San Francisco has gone from approximately $775,000 to $1.5 Introduction.

Visualization 99

Visualization Interactive Machine Learning Data Science 99

Domino Data Lab

DECEMBER 2, 2020

The algorithm can not successfully discover the “half-moon” structure, nor can it distinguish the noisy data points from the original data points. The Level Set Tree clustering algorithm was developed in 2010 by Chaudhuri and Dasgupta, two computer scientist at UC San Diego.

Metrics 116

Metrics KDD Testing Machine Learning 116

The Unofficial Google Data Science Blog

AUGUST 27, 2019

Statistical Science. Statistics in Biopharmaceutical Research, 2010. [4] 16 (2): 101–133. [3] 3] Xin Yan, Xiao Gang Su. Stratified Wilson and Newcombe Confidence Intervals for Multiple Binomial Proportions. 4] William Cochran (1977). Sampling Techniques pp 132-134. [5] 5] Ray Chambers, Robert Clark (2012).

Metrics 98

Metrics Statistics Uncertainty Optimization 98

Peter James Thomas

AUGUST 30, 2018

Based on Kaggle’s State of Data Science Survey 2017 (Sample size: 10,153). The text in the above exhibit is not that clear [2] , so here are the 20 top challenges [3] faced by those running Data Science teams in human-readable form: #. Dirty Data. Lack of Data Science talent in the organization.

Data Science 75

Data Science Data Quality Machine Learning Business Intelligence 75

The Unofficial Google Data Science Blog

MARCH 31, 2016

Applied Stochastic Models in Business and Industry, 26 (2010): 639-658. [10] Journal of the Royal Statistical Society: Series B (Statistical Methodology) 67.2 2005): 301-320. [9] 9] Steven L. A modern Bayesian look at the multi-armed bandit." 10] Steven L. Multi-armed bandit experiments in the online service economy."

Modeling 40

Modeling Statistics Advertising Testing 40

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

Modern technologies that facilitate rapid experimentation and easy exploratory analysis offer tremendous opportunity for the data scientist who can focus on the key concerns of their organization and find meaningful information in the data. References [1] Efron, B. New York: Cambridge University Press. [2] 2] Palese P, Wang TT.

Experimentation 61

Experimentation Testing Statistics Metrics 61

O'Reilly on Data

JANUARY 25, 2021

AI, Machine Learning, and Data. Healthy growth in artificial intelligence has continued: machine learning is up 14%, while AI is up 64%; data science is up 16%, and statistics is up 47%. What about data science? Hadoop was at the center of the data science world a decade ago.

Machine Learning 363

Machine Learning Software Testing Technology 363

datapine

APRIL 16, 2019

As a direct result, less IT support is required to produce reports, trends, visualizations, and insights that facilitate the data decision making process. From these developments, data science was born (or at least, it evolved in a huge way) – a discipline where hacking skills and statistics meet niche expertise.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

Edwin Chen

SEPTEMBER 29, 2011

Data Science 0.328. Inception (2010 movie) 0.535. The Social Network (2010 movie) 0.513. UX Design 0.337. Web Application Frameworks 0.336. Startups in New York City 0.333. Book Recommendations 0.33. Engineering Recruiting 0.33. Search Engines 0.329. Social Search 0.329. History 0.328. Interaction Design 0.326.

Finance 81

Finance Interactive Machine Learning Advertising 81