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You're reading from  Automated Machine Learning

Product typeBook
Published inFeb 2021
Reading LevelBeginner
PublisherPackt
ISBN-139781800567689
Edition1st Edition
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Author (1)
Adnan Masood
Adnan Masood
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Adnan Masood

Adnan Masood, PhD is an artificial intelligence and machine learning researcher, visiting scholar at Stanford AI Lab, software engineer, Microsoft MVP (Most Valuable Professional), and Microsoft's regional director for artificial intelligence. As chief architect of AI and machine learning at UST Global, he collaborates with Stanford AI Lab and MIT CSAIL, and leads a team of data scientists and engineers building artificial intelligence solutions to produce business value and insights that affect a range of businesses, products, and initiatives.
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Introducing automated ML in an organization

Now that you have reviewed the automated ML platforms and the open source ecosystem and understand how it works under the hood, wouldn't you like to introduce automated ML in your organization? So, how do you do it? Here are some pointers to guide you through the process.

Brace for impact

Andrew Ng is the founder and CEO of Landing AI, the former VP and chief scientist of Baidu, the co-chairman and co-founder of Coursera, the former founder and leader of Google Brain, and an adjunct professor at Stanford University. He has written extensively about AI and ML and his courses are seminal for anyone starting out with ML and deep learning. In his HBR article on AI in the enterprise, he poses five key questions to validate whether an AI project would be successful. We believe that this applies equally well to automated ML projects. The questions you should ask are as follows:

  • Does the project give you a quick win?
  • Is...
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Automated Machine Learning
Published in: Feb 2021Publisher: PacktISBN-13: 9781800567689

Author (1)

author image
Adnan Masood

Adnan Masood, PhD is an artificial intelligence and machine learning researcher, visiting scholar at Stanford AI Lab, software engineer, Microsoft MVP (Most Valuable Professional), and Microsoft's regional director for artificial intelligence. As chief architect of AI and machine learning at UST Global, he collaborates with Stanford AI Lab and MIT CSAIL, and leads a team of data scientists and engineers building artificial intelligence solutions to produce business value and insights that affect a range of businesses, products, and initiatives.
Read more about Adnan Masood