Bayesian Reasoning and Machine Learning
Machine learning methods extract value from vast data sets quickly and with modest resources. People who know the methods have their choice of rewarding jobs. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock ma… Celý popis ↓
Porovnanie cien Bayesian Reasoning and Machine Learning
Popis Bayesian Reasoning and Machine Learning
Bayesian Reasoning and Machine Learning
Machine learning methods extract value from vast data sets quickly and with modest resources. People who know the methods have their choice of rewarding jobs. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly.
It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models.
Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both
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