Smart Data Collective

JULY 11, 2019

New machine learning tools improve the design process, which makes customers have a better experience. In 2013, Bookmark became one of the first companies to use machine learning to improve web design. They must invest in the right machine learning and big data technology to get the most from their investments.

Big Data 77

Big Data Machine Learning Marketing Interactive 77

Domino Data Lab

DECEMBER 1, 2019

In the context of machine learning, we consider data drift 1 to be the change in model input data that leads to a degradation of model performance. A Survey on Concept Drift Adaptation” ACM Computing Survey Volume 1 , Article 1 (January 2013). Step 4: Generate the test, train and noisy MNIST data sets.

Modeling 77

Modeling Machine Learning Deep Learning Testing 77

Cloudera

APRIL 21, 2022

(Remember, a pedabyte of data is roughly equivalent to 500 billion pages of standard printed text) A solution was needed to backstop those never-ending streams of data into a single, universally available platform, using advanced analytics powered by machine learning optimized for a cloud service.

Metadata 86

Metadata Informatics Insurance Data Processing 86

Domino Data Lab

APRIL 21, 2021

In this article, we’ll discuss the challenge organizations face around fraud detection, how machine learning can be used to identify and spot anomalies that the human eye might not catch. First, we define a function that will perform a grid search for the optimal hyperparameters of the classifier. Model training.

Statistics 69

Statistics Machine Learning Modeling Metrics 69

Timo Elliott

JANUARY 10, 2022

Here in Europe, we have agreed to a 55% reduction in emissions by 2013, which is incredibly ambitious, and I think a lot of people don’t realize the kind of level of systemic change that will require. They are applying machine learning to create more intelligent trade claims management. Live and learn.

Data Processing 121

Data Processing Manufacturing Machine Learning Technology 121

Sisense

DECEMBER 11, 2019

We hosted over 150 people from more than 100 companies, who gathered to learn why data can supercharge their companies and how harnessing the huge power of data can take business from startup to unicorn. Optimizing data pipelines: How Kongregate uses Periscope Data. Kongregate has been using Periscope Data since 2013.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

Domino Data Lab

JULY 9, 2019

Wiggins advocated that data scientists find problems that impact the business; re-frame the problem as a machine learning (ML) task; execute on the ML task; and communicate the results back to the business in an impactful way. I still believe that data science is the craft of trying to apply machine learning to some real world problem.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

The Unofficial Google Data Science Blog

NOVEMBER 4, 2015

by OMKAR MURALIDHARAN Many machine learning applications have some kind of regression at their core, so understanding large-scale regression systems is important. But most common machine learning methods don’t give posteriors, and many don’t have explicit probability models. For more on ad CTR estimation, refer to [2].

KDD 40

KDD Testing Machine Learning Modeling 40

Domino Data Lab

AUGUST 22, 2019

word2vec is an unsupervised learning technique—that is, it is applied to a corpus of natural language without making use of any labels that may or may not happen to exist for the corpus. Note: A test set of 19,500 such analogies was developed by Tomas Mikolov and his colleagues in their 2013 word2vec paper. Note: Mikolov, T.,

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

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. Strategic Objective Provide an optimal user experience regardless of where and how users prefer to access information. Users’ varied needs require a shift in traditional BI thinking.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52