O'Reilly on Data

MARCH 20, 2019

Especially in today’s overheated and turnover-prone data “science” market.) Distributed systems and models : For better or worse, we live in the age of big data. Many organizations are now using distributed data processing and machine learning systems. 2010): 121-148. Barreno, Marco, et al. Kumar, Ajitesh.

Modeling 222

Modeling Machine Learning Predictive Modeling Consulting 222

The Unofficial Google Data Science Blog

JULY 22, 2020

A/B testing isn’t simple just because data is big — the law of large numbers doesn’t take care of everything! Even with big data, A/B tests require thinking deeply and critically about whether or not the assumptions made match the data. Causal inference in statistics, social, and biomedical sciences.

Experimentation 95

Experimentation Statistics Testing Strategy 95

The Unofficial Google Data Science Blog

MARCH 31, 2016

Far from hypothetical, we have encountered these issues in our experiences with "big data" prediction problems. Applied Stochastic Models in Business and Industry, 26 (2010): 639-658. [10] Through simulation we illustrate issues with model fitting techniques that depend on matrix factorization. 2005): 301-320. [9] 9] Steven L.

Modeling 40

Modeling Statistics Advertising Testing 40

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

There is no longer always intentionality behind the act of data collection — data are not collected in response to a hypothesis about the world, but for the same reason George Mallory climbed Everest: because it’s there. References [1] Efron, B. Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction.

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

The term ‘big data’ alone has become something of a buzzword in recent times – and for good reason. As a direct result, less IT support is required to produce reports, trends, visualizations, and insights that facilitate the data decision making process. We read about it everywhere. The proof is in the numbers.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

Edwin Chen

SEPTEMBER 29, 2011

Big Data 0.41. Data Science 0.328. Inception (2010 movie) 0.535. The Social Network (2010 movie) 0.513. Sachin Tendulkar 0.443. Hacker News 0.442. Games 0.429. Android Applications 0.428. Best Engineers and Programmers 0.427. College Admissions & Getting Into College 0.422. Co-Founders 0.419.

Finance 81

Finance Interactive Machine Learning Advertising 81