Tag: big data

DataTorrent Glues Open Source Componentry with ‘Apoxi’

Feb 22, 2018 |

Building an enterprise-grade big data application with open source components is not easy. Anybody who has worked with Apache Hadoop ecosystem technology can tell you that. But the folks at DataTorrent say they’ve found a way to accelerate the delivery of secure and scalable big data applications with Apoxi, a new framework they created to stitch together major open source components like Hadoop, Spark, and Kafka, in an extensible and pluggable fashion. Read more…

ParallelM Aims to Close the Gap in ML Operationalization

Feb 21, 2018 |

A startup named ParallelM today unveiled new software aimed at alleviating data scientists from the burden of manually deploying, monitoring, and managing machine learning pipelines in production.

Dubbed MLOps, ParallelM‘s software helps to automate many of the operational tasks required to turn a machine learning model from a promising piece of code running nn Spark, Flink, TensorFlow, or PyTorch processing engines into a secure, governed, and production-ready machine learning system. Read more…

Why Getting the Metrics Right Is So Important in Machine Learning

Feb 20, 2018 |

Armed with big data analytics, businesses now have the power to detect and act in very precise ways. But if a business is measuring the wrong piece of data — Read more…

AI, Big Data Are Meshing–and Disrupting

Feb 20, 2018 |

Data analytics, big data and artificial intelligence are widely seen by banks, manufacturers and technology firms are part of a “continuum” as they begin to derive value while girding for growing competition from data-driven startups. Read more…

Real-Time Data: The Importance of Immediacy in Today’s Digital Economy

Feb 14, 2018 |

Today, we’re creating more data than the word has ever seen before. In fact, 90 percent of the world’s data has been created in the past two years. Read more…

Which Programming Language Is Best for Big Data?

Feb 12, 2018 |

Nothing is quite so personal for programmers as what language they use. Why a data scientist, engineer, or application developer picks one over the other has as much to do with personal preference and their employers’ Read more…

Big Data in E-Commerce: Investments With the Highest Return

Feb 9, 2018 |

Before you landed here, you might have already read many articles on big data that sounded more like panegyrics. Our aim is not to sing big data’s praises, but to take an unbiased look at its possible use cases in e-commerce. Read more…

Big Data Driving Hyperscale Datacenter Surge

Feb 7, 2018 |

The inexorable growth of enterprise applications running in the cloud is expected to nearly double the number of hyperscale datacenters over the next four years, an expansion driven in part by data analytics and surging collaboration among data consumers. Read more…

Precision Data Is The New Big Data

Feb 6, 2018 |

Businesses, especially big enterprise, are always looking to grow revenue by leveraging their most valuable asset, their installed bases. They know that leveraging their commercial (customer, partners and vendors) relationship data inside their agreements and contracts goes a long way to improving their bottom lines. Read more…

Five Tips for Winning at Data Governance

Feb 1, 2018 |

By now, you’ve hopefully realized that having a great data analytics strategy also requires having a good data governance strategy. After all, if your data is ungovernable, then the analytics you’re running atop it will be untrustworthy at the end of the day. Read more…