[SHARE] - Vai trò của Deep Learning trong các bài toán thực tế

Bài sau từ Quora: 

What types of machine learning algorithms are used in solving some popular real-world problems?

• Snapchat Filters: Convolutional Neural Networks (allegedly)
• Netflix Recommendation System: Restricted Boltzmann Machines
• Google Translate (Machine Translation): Recurrent Neural Networks
• Siri (Personal Assistants): Hidden Markov Models (2011-2014), Long Short Term Memory Networks (2014+), which is a type of Recurrent Neural Networks.
• Self-driving cars (Image recognition, Video recognition): Convolutional Neural Networks (among other things)
• Speech recognition, Hand-writing recognition: Recurrent Neural Networks
• Market Segmentation: k-means clustering
• Google AlphaGo: Convolutional Neural Networks
• Image generation: Generative Adversarial Networks (GANs)
  This one is really cool. It deserves a picture for itself. GANs can do this for example (Picture credits: Newmu/dcgan_code):

Yeah, look again at that smiling man that was generated. And don’t forget to say hello to him in your nightmare tonight :P