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8 ways to jump-start machine learning projects From exploratory data analysis to automated machine learning, look to these techniques to get data science projects moving — and to build better models Credit: Dreamstime Do you need to classify data or predict outcomes? Are you having trouble getting your machine learning project off the ground? There are a number of techniques available to help you achieve lift-off. Some of the eight methods discussed below will accelerate your machine learning process dramatically, while others will not only accelerate the process but also help...

Natural Language Understanding (NLU) Market 2021 Global Significant Growth, Technological Advancement & Opportunities To 2025

Building a Chatbot to Order a Pizza We are building a PizzaBot using Microsoft’s Bot Framework v4 to help prove that chatbots have gone from a nifty side project to a new marketing and sales channel. Chatbots have evolved from a simple input/output model into an automated tool for marketing, sales, and operations (ChatOps). Part of this growth is out of a desire to do more with fewer people by automating, and I think the other part is fueled by popular movies that show superheroes assisted by AIs. Whatever the reason, bot frameworks have evolved to match the increasing uses for comple...

Kate Saenko is an Assistant Professor at the Department of Computer Science at Boston University, and the director of the Computer Vision and Learning Group and member of the IVC Group. She also leads the new AI Research (AIR) initiative, which is housed at the Hariri Institute for Computing. She received her PhD from MIT. Previously, she was an Assistant Professor at the Department of Computer Science at UMass Lowell, a Postdoctoral Researcher at the International Computer Science Institute, a Visiting Scholar at UC Berkeley EECS and a Visiting Postdoctoral Fellow in the School of Engineerin...