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Deep Learning is Not Always the Best Solution in Education
Building AI models in education seems like a slam dunk. Educators and Edtech companies are so eager to make use of this new technology that sometimes the resulting product misses the mark. Deep learning has a place in education, but to make the best use of these types of... Read more
Why Effective and Ethical AI Needs Human-Centered Design
Data science is about a half-century old in the way we think of it now, but with the advent of AI, we’re reaching a precipice of how we want to model our AI initiatives. Moving forward with not just effective but ethical AI, we need a human-centered design principle.... Read more
Watch: Beyond the Hype. Real Companies Doing Real Business with AI
AI – everyone is talking about it but who is actually doing it (and generating business results). This session takes an industry by industry perspective on true AI adoption disambiguating the hype from the reality, the theoretical from the practical and the research labs from ROI—real companies doing real... Read more
Revolutionizing Visual Commerce with Computer Vision Models
Companies like eBay and Amazon store millions of images of products; each image contains a wealth of information that can be leveraged to help consumers find the right product or advertise similar products. With the accessibility and effectiveness of computer vision models, namely convolutional neural networks, the high volume... Read more
ML Operationalization: From What and Why? to How and Who?
Operationalization may be the newest 18 letter word in AI, but there are specific steps to removing your AI initiative from the silos and putting it into production at scale. Sivan Metzger of ParallelM is here to share his experiences, mistakes and all, deploying machine learning and building a... Read more
A Manager’s Guide to Starting a Computer Vision Program
So you’re thinking of starting a computer vision program, but you’ve realized now that the logistics are overwhelming. What framework do you use? What infrastructure? Do you go with an out of the box solution or take the time to build your own? Cloud GPU or on-premise? What’s your... Read more
Roles & Responsibilities of Artificial Intelligence in Education
Technology has developed by leaps and bounds and it has penetrated into our daily lives in so many ways. It almost seems as if one cannot live without technology because our dependence on it has increased by many folds. Artificial intelligence remains to be a hot topic for the... Read more
Best Practices for Deploying Machine Learning in the Enterprise
If you’re an organization worried about being left behind with deploying machine learning, it’s not just you. According to Gartner’s Hype Cycle Chart, machine (and deep) learning are the biggest hyped trends of the year. More businesses, organizations, and startups are talking about deep learning and what it means... Read more
Are Successful Data Scientists Hired or Trained?
Editor’s note: Jennifer is a speaker for ODSC West 2019 this November in San Francisco! Be sure to check out her talk, “Successful Enterprise Analytics Starts with Literacy” then! The data science valley of despair is real. Time after time, leaders who’re well-versed in case studies and industry research... Read more
Leveraging AI For Product and Company Growth
Everyone thinks everyone else is deploying and leveraging AI, but in reality, most companies aren’t. The ones that are sometimes have AI initiatives that don’t line up with business growth. AI’s buzz may have everyone rushing to implement their own strategies to use this tech, but if your boardroom... Read more