Bayesian Reasoning and Machine Learning


Machine learning methods extract value from vast data sets quickly and with modest resources. 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. People who know the methods have their choice of rewarding jobs.

This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus.Read more.

Career Relevance by Data Role

The techniques and tools covered in Bayesian Reasoning and Machine Learning are most similar to the requirements found in Data Scientist job advertisements.

Similarity Scores (Out of 100)