Why AI Would Be Nothing Without Big Data

Topic 2: Why AI Would Be Nothing Without Big Data

Name: 陳美菁
Student ID: D0773630
Author: Bernard Marr

Big data, unstructured or structured, fast or slow, in multiple contexts or one is a beast to manage. Big data is growing fast fueled by the democratization of data and the IoT environment. Often organizations simply control what they know they get results from and then store the rest for future leverage. Big data and AI complement each other. AI becomes better, the more data it is given. It's helping organizations understand their customers a lot better, even in ways that were impossible in the past. On the other hand, big data is simply useless without software to analyze it. Humans can't do it efficiently.

The pairing of big data and AI creates new needs around infrastructure, data preparation, and governance. But this is several things on how AI works when it is being applied to Big Data. The first is detecting anomalies. AI can analyze artificial intelligence data to detect unusual occurrences in the data. For example, having a network of sensors that have a predefined appropriate range. Anything outside of that range is an anomaly. Second, the probability of future outcomes. By using the known condition that has a certain probability of influencing the future outcome, AI can determine the likelihood of that outcome. Third, AI can recognize patterns. It means that AI can see patterns that humans don’t. And last, the data bars and graphs. AI can look for patterns in bars and graphs that might stay undetected by human supervision.

The future of AI and big data is to make human life more comfortable. It needs to provide context and answers, rather than just good-looking reports. Enterprises will have to realize that the data they store is better used in Artificial Intelligence and Machine Learning. So that making a human do hard labor isn't the future. Those who realize it the quickest will save the most amount of money and probably also earn a high return on investments. The way we analyze data will improve by utilizing big data and AI. There will be a possibility that a newer, faster, and efficient way will emerge to give us the insights we need.

Comments

  1. HannaJune 6, 2020 at 6:48 PM

    Before reading your topic, I have no information between AI and Big data.
    First, I search AI to know what is it and I got that Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems.Then I read your paper.
    After reading your analysis, I agree with you that AI Would Be Nothing Without Big Data.
    Big data create AI, AI is created by Big Data.
    This is an interesting topic. Thanks for posting
    D0458704

    ReplyDelete

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