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Tag: automation

Kepler AutoML Targets Next-Gen Business Analysts

Jul 15, 2020 |

As more companies roll out digital infrastructure, they are ingesting greater volumes of data that can be used by business analysts to gauge customer intent and boost transactions. Complexity and lack of data scientists have made that transition harder for mid-size firms looking to monetize “dark” data. Read more…

‘COVID Phobia’ Shifts AI Sentiment

May 11, 2020 |

COVID-19 has significantly shifted consumer sentiment towards automation technologies, including robot deliveries and AI-based chatbots used in telemedicine applications. However, a new AI sentiment report also finds the novel coronavirus has failed to move the sentiment needle when it comes to use cases like riding in self-driving cars. Read more…

Red Hat Ceph 4 Automates Data Management

Mar 10, 2020 |

Data-driven workloads like machine learning and analytics along with the growing demands of distributed application development are driving object storage repositories. Hence, vendors are releasing petabyte-scale options for cloud-native development, including a growing list based on open source efforts. Read more…

Big Data Meltdown: How Unclean, Unlabeled, and Poorly Managed Data Dooms AI

Jun 13, 2019 |

We may be living in the fourth industrial age and on cusp of huge advances in automation powered by AI. But according to the latest data, our great future will be less rosy if enterprises don’t start doing something about one thing in particular: Read more…

‘Manifesto’ Touts the Marriage of AI, Ops

Jun 5, 2019 |

Given the growing debate about whether AI qualifies as what used to be referred to as “appropriate technology,” a consensus is building around the notion that automation is ideally suited to enterprise IT, particularly since hybrid infrastructure has become central to nearly all business processes. Read more…

‘Data Workers’ Failing to Cope

May 29, 2019 |

More evidence is emerging that “data workers” in general and data scientists in particular are bogged down by the sheer breadth of their company’s data.

Meanwhile, the skills gap between data experts and line-of-business workers continues to grow. Read more…

Enterprise AI and the Paradox of Accuracy

Oct 26, 2018 |

As more organizations begin to experiment with AI in their internal operations, an interesting paradox is developing. The best way to think about the state of AI is that it behaves as a very powerful “mimic.” If you show it example data or model an existing process, AI will be able to perform at massive scale, delivering dramatically increased throughput and reduced processing times. Read more…

Microsoft Acquires AI Specialist Bonsai

Jun 21, 2018 |

AI services startup Bonsai has been acquired by early investor Microsoft, giving the software giant another automation tool dubbed machine teaching that abstracts machine learning steps so subject experts can train autonomous systems to accomplish specific tasks. Read more…

The 10 Step Guide to Mastering Machine Learning

May 9, 2018 |

Artificial intelligence (AI) and machine learning are transforming the global economy, and companies that are quick to adopt these technologies will take $1.2 trillion from those who don’t. Businesses that fail to take advantage of predictive analytics, or don’t have the time or resources – like highly-trained (and expensive) data scientists – will fall behind organizations that embrace AI and machine learning to extract business value from their data. Read more…

Why AI Shouldn’t Be Deemed the ‘Workplace Enemy’

Jan 30, 2018 |

Organizations are finally reaching a new level of maturity when it comes to integrating artificial intelligence (AI) into everyday business operations. Despite this success to-date, the fear of worker replacement is still a prevalent concern across industries. Read more…

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