299 Machine Learning with Paige Bailey

February 20th, 2018 00:59:28 Download

Guests

Paige Bailey

Web // Twitter

Show Description

We've got a machine learning expert, Paige Bailey from Microsoft, on to help educate us on all the interesting things you can do with machine learning. Whether you're a huge company or a rose grower in Phoenix, there's probably something new you'll learn about machine learning in this episode.

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Time Jumps

1:14 Introduction of our guest
2:20 Introduction of our topic
3:40 How would you explain what machine learning is?
6:30 Clustering tasks vs classification tasks
9:58 Using a data set of dogs as an example for deep transfer learning
12:10 Training is a big deal - cognitive services explained
13:40 Accessibility benefits of machine learning.
15:00 Possible issues with using machine learning.
16:45 What about Black Mirror issues?
21:00 Do Facebook and YouTube have to open source their machine learning?
25:20 What can small e-commerce shops use if they're not Amazon?
27:40 What about a rose grower in Phoenix?
29:00 How much data do you need to make use of machine learning?
34:10 How do you get started with machine learning?
36:30 How could CodePen use the data they have?
39:55 What about business value of data in machine learning?
44:00 A warning about machine learning - future vs history
46:20 If the computer is wrong, how do we fix the computer?
49:00 Twitter using machine learning for image analysis
52:25 Crazy banana hats will throw off algorithms
56:50 How should someone get starting experimenting with machine learning?

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