Introduction to Machine Learning_DevDojo(English interpretation)

One of Mercari's unique features is the photo search function. This is achieved by utilizing AI machine-learning for a vast amount of data. In this DevDojo series, Yusuke Shido of Mercari will explain the basic concepts of AI & ML and some of the key ideas in machine learning. We also introduce how machine learning is implemented at Mercari using examples of actual projects.

The original presentation is in Japanese, and the voice of this video record is a simultaneous interpretation of English.

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* Chapter
0:00 Opening
00:53 AI and ML
03:51 Machine Learning Basics
12:50 How do machines learn?
19:24 Trade off: Underfitting vs Overfitting
23:51 Preprocessing
26:20 More examples
29:46 ML Practices
36:36 Data at Mercari
37:32 ML Projects at Mercari JP