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Contents What is RankBrain, how does it work, and what does it mean? What is RankBrain? And how does it work? Q&A What is ankBrain, how does it work, and what does it mean? Moderator: Danny Sullivan (Founding Editor, Search Engine Land, @dannysullivan) Speakers: Marcus Tober (Founder/CTO, Searchmetrics Inc., @marcustober) OLYMPUS DIGITAL CAMERA Google hasn't provided much detailed information about RankBrain. But it's definitely something we should know. (Mr. Danny) Introduction In this session, we will talk about what Google's RankBrain is, how it works, and what it means. Machine Learning? AI (Artificial Intelligence)? Machine learning is not the same as AI.

Machine learning is an algorithm that improves over time. AI is an intelligence similar to humans. Deep learning can also handle more complex problems, bridging the gap between machine learning and AI. Examples of using machine learning technology Familiar examples include spam email filtering, Facebook photo India Phone Number recognition, music and video recommendation functions such as iTunes, and board games such as chess (competitive robots). Go: The limits of machine learning Go has a history of 2,500 years and has 40 million players around the world.





It was thought that machine learning could not be defeated (until AlphaGo). Go is an extremely difficult game. The movement pattern of the pieces is 10 to the 50th power in chess, but it is 10 to the 171st power in Go. OLYMPUS DIGITAL CAMERA By the way, the name Google comes from the word "Googol," which means 10 to the 100th power. Deep Learning and AlphaGo Previous traditional AI methods tried to analyze all possible positions, but this did not work in the case of Go due to the huge number of positions. AlphaGo uses a deep neural network that spans 12 different network layers. One neural network chooses the next move, and another predicts the winner of the game.