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话题分类： Machine Intelligence

话题名称： 5W1H of AI

话题简介： AI is math. Though we do not have to proof something when creating a deep neuro network, we are using statistical methods to learn the patterns from the data. Unsurprisingly, we've done some unseen assumption behind the model that will never lead to an intelligence could understand and generalize about the world. Today we are going to discuss about the limitations of machine intelligence based on some real world projects, from image recognition to natural language processing, about both data and models.

受众： Who'd like to try some AI in their projects

听众收益： It may answer the following questions:

1. How to know if my problem can be solved with Artificial Intelligence today?
2. How to design the metrics for a real-life problem?
3. How to know if a model is 'good enough'?
4. How much data is enough to train a model?