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Leveraging user-generated social media content with text-mining examples

IBM Big Data Hub

One of the best ways to take advantage of social media data is to implement text-mining programs that streamline the process. What is text mining? When used strategically, text-mining tools can transform raw data into real business intelligence , giving companies a competitive edge. How does text mining work?

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Five open-source AI tools to know

IBM Big Data Hub

Open-source artificial intelligence (AI) refers to AI technologies where the source code is freely available for anyone to use, modify and distribute. Its simple setup, reusable components and large, active community make it accessible and efficient for data mining and analysis across various contexts. Morgan and Spotify.

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Data science vs. machine learning: What’s the difference?

IBM Big Data Hub

Areas making up the data science field include mining, statistics, data analytics, data modeling, machine learning modeling and programming. Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on learning from what the data science comes up with. What is machine learning?

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Research shows extensive use of AI contains data breaches faster and saves significant costs

IBM Big Data Hub

The Cost of a Data Breach 2023 global survey found that extensively using artificial intelligence (AI) and automation benefited organizations by saving nearly USD 1.8 million in data breach costs and accelerated data breach identification and containment by over 100 days, on average.

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How IBM and AWS are partnering to deliver the promise of AI for business

IBM Big Data Hub

In today’s digital age where data stands as a prized asset, generative AI serves as the transformative tool to mine its potential. According to a survey by the MIT Sloan Management Review, nearly 85% of executives believe generative AI will enable their companies to obtain or sustain a competitive advantage.

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Attacks against machine learning — an overview

Elie

This blog post survey the attacks techniques that target AI (artificial intelligence) systems and how to protect against them. A very recent example of such behavior is the rise of abusing cloud services such as Google Cloud to mine cryptocurrencies in response to the surge of bitcoin price late 2017. bitcoin prices.

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Attacks against machine learning — an overview

Elie

This blog post survey the attacks techniques that target AI (artificial intelligence) systems and how to protect against them. A very recent example of such behavior is the rise of abusing cloud services such as Google Cloud to mine cryptocurrencies in response to the surge of bitcoin price late 2017. bitcoin prices.

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