Creating a Faster Cooperative Data Science Workflow with Datameer and Amazon SageMaker

February 2, 2019

If you’re going to do machine learning work right, you’re going to need well-honed data sets to build your models on. It is not just about cleaning up the data. It is also about discovering data that is relevant to the problem at hand, finding more data to increase accuracy, integration data from multiple sources, aggregating values etc. Four of the seven stages in a data science lifecycle involve getting intimate with your data (see image). But in terms of time, these four stages can consume 90% or more of the data science analytic lifecycle.

Spotlight

Crowdcast Inc

Crowdcast is the leader in the new era of Business Intelligence: Social BI. We're in the business of helping you find out what your people really know about your business. Our revolutionary Social BI solutions bridge the gap between traditional business intelligence and enterprise social network applications. So, for the first time ever, companies can align their people with the purpose of the company-bringing all their insights, plans and experience together-to create insanely accurate business predictions and outcomes. It's all part of our mission to empower decision makers by leveraging the knowledge of their employees, customers and partners. Future business is now everyone's business. And the companies that take advantage of Social BI will be the ones that are going to succeed. Our integrated SBI solutions - a SaaS software platform, consulting services, and on-going support - deliver timely visibility into the true state of your business.

OTHER WHITEPAPERS
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Protect personally identifiable information with data privacy measures

whitePaper | September 23, 2022

The COVID-19 pandemic times will go down in the annals of history as the ones which saw organizations face significant disruption in the way they executed their frontend business and backend operations. The pandemic waves have made organizations do the unthinkable – allowing their workforce to either operate exclusively from their homes, or at a minimum, distribute their working hours between home and office.

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Human-Proofing Sensitive Data Governance with Automated Data Classification

whitePaper | December 1, 2022

IT and business leaders are increasingly seeking to harness the valuable data they collect every day to transform their business operations. Yet, these data assets are only as valuable as their organization’s ability to securely access and convert siloed information into scalable enterprise-wide insights. Even though every modern enterprise generates a goldmine of data, many lack the necessary infrastructure to mitigate data privacy and security concerns enough to fully leverage that data for informed decision-making and maximum impact.

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Drive Analytic Innovation Through SAS and Open Source Integration

whitePaper | May 27, 2021

In many organizations, we need more collaboration between businesses, analytic teams, application developers and IT operations. These teams often work with data in silos and end up duplicating efforts, failing to integrate, or missing opportunities to deliver value from data. In addition to siloed efforts, data scientists are also faced with ever-increasing volumes and speeds of data. And the reality is they’re expected to answer questions just as fast as - or faster than - before. It’s important that we’re using the right data and the right techniques to ensure optimal outcomes. Download this guide to learn more about SAS and open source.

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How Data Maturity and Product Analytics Improve Digital Experiences and Business Outcomes

whitePaper | October 5, 2022

As we assess the global business environment in the latter half of 2022, perhaps the best single word that describes the state of play is uncertainty. Planning for uncertainties is a significant part of what we, as business executives and individuals, do on a daily basis. In times of uncertainty, brands realize they must work even harder to retain customers and deepen relationships by delivering value and empathy at scale. As we analyze our uncertainties, we can take comfort and guidance from management guru Peter Drucker, who wrote that “strategy aims to exploit the new and different opportunities of tomorrow” (Managing in Turbulent Times, 1980).

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Forecasting the future of genomic data management

whitePaper | May 15, 2023

Genomics is the study of the complete set of DNA in a person or other organism. DNA underpins a large proportion of an individual's health and disease status, therefore a genomic medicine approach is increasingly being applied in clinical settings. Genomic medicine is where the study of clinical outcomes (measurable changes in health and well-being) is combined with genomics so researchers can better understand how a person’s genome contributes to disease. Increasingly, advances in our understanding of the genome are contributing to improvements in disease diagnosis, drug discovery and targeted therapeutics.

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Introducing Apache Druid

whitePaper | January 31, 2020

Many companies have invested heavily in specialized enterprise data warehouses (EDW) and Extract, Transform and Load (ETL) technologies to analyze their operational data. But these technologies were never designed to be truly real-time.They were originally built for batch, and that original design limits how real-timeEDWs and ETL can become. They were also designed to support a focused group ofanalysts, not a larger group of employees spanning operational functions, or even partner and end customers.

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Spotlight

Crowdcast Inc

Crowdcast is the leader in the new era of Business Intelligence: Social BI. We're in the business of helping you find out what your people really know about your business. Our revolutionary Social BI solutions bridge the gap between traditional business intelligence and enterprise social network applications. So, for the first time ever, companies can align their people with the purpose of the company-bringing all their insights, plans and experience together-to create insanely accurate business predictions and outcomes. It's all part of our mission to empower decision makers by leveraging the knowledge of their employees, customers and partners. Future business is now everyone's business. And the companies that take advantage of Social BI will be the ones that are going to succeed. Our integrated SBI solutions - a SaaS software platform, consulting services, and on-going support - deliver timely visibility into the true state of your business.

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