Tag ; ML

2 posts

Why All Companies Need An AI Strategy

This Is Why All Companies Need An AI Strategy Today Rita Waite (@ritacwaite) is a Growth Strategy & Investments Manager at Juniper Networks, where she focuses on emerging networking technologies. She is Juniper’s representative and observer to the Board of Directors of several portfolio companies. Rita is also a VP of West-to-West, an organization that promotes and supports Portuguese entrepreneurship in Silicon Valley. Rita graduated from the University of San Diego with a B.A. in Economics. The following is a guest post by Rita C. Waite, a Growth Strategy & Investments Manager at Juniper Networks. Any AI effort will rely on three main building blocks: data, infrastructure, and talent. Artificial Intelligence (AI) is fundamentally changing how businesses operate across all sectors, including manufacturing, healthcare, IT, and transportation. Advancements in AI over the last decade are presenting opportunities for companies to automate business processes, transform customer experiences, and differentiate products offerings. AI pioneers like Google and Amazon, who […]

AI : Difference Between ML and DL.

Difference Between Machine Learning And Deep Learning Deep learning and machine learning both offer ways to train models and classify data. This article compares the two and it offers ways to help you decide which one to use. Let’s start by discussing the classic example of cats versus dogs. Now, in this picture do you see a cat or a dog? How are you able to answer? That chances are you’ve seen many cats and dogs over time and so you’ve learned how to identify them. This is essentially what we’re trying to get a computer to do. Learn from and recognize examples Also keep in mind that sometimes even humans can get identification wrong. So we might expect a computer to make similar errors. To have a computer do classification using a standard machine learning approach, we’d manually select the relevant features of an image such as edges or […]