Posts about Machine Learning

Network control and management is a complex task, incorporating cloud operations, core and metro transport, mobile fronthaul and backhaul connectivity all the way to user applications. Setting aside optimizations and assurance mechanisms, running applications on such a diverse and distributed infrastructure is a challenging task in itself. With localized and highly engineered network operational tools, it typically takes several days or even weeks for any changes, upgrades or service deployments to take effect ...

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It seems that 234 years after Immanuel Kant urged humans to have the courage to use their own understanding, the need to reason for ourselves is being removed altogether. As developments like artificial intelligence and machine learning find their way into every aspect of our business and social lives, our autonomy is steadily being replaced by the autonomy of systems ...

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Machine learning is ideally suited to systems with complex interdependencies. Learning patterns from virtually unlimited data lakes and using such insights for self-optimization sits at the core of machine-learning-based analytics solutions. Over-the-top digital players have capitalized on these solutions to offer differentiated services based on an intricate web of user actions, preferences and so on ...

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Artificial intelligence has found its way into virtually every corner of our lives. It's in our homes, in our cars and in our phones. It can be found across multiple industries including banking, agriculture, healthcare, transportation and telecommunications - to name only a few. And it's a growth industry. Through the beginning of October 2017, year-to-date venture capital investment in AI totaled $7.6 billion vs. $5.4 billion in 2016 and $4 billion in 2015, according to the PitchBook Platform. Not only has investment in AI increased, but M&A activity as well, with tech giants such as Google's Alphabet, Microsoft and Apple all acquiring AI companies over the past two years to enhance and expand their products and services. So what's driving this interest and investment?

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