This textbook provides a single source introduction to the primary approaches to machine learning. It is intended for advanced undergraduate and graduate students, as well as for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed. Several key algorithms, example data sets, and project-oriented home work assignments discussed in the book are accessible through the World Wide Web. Several new chapters are available from the author's website.
Tom M. Mitchell Livres






That Time I Got Kidnapped
- 320pages
- 12 heures de lecture
A hilarious, action-packed road-trip adventure from the author of HOW TO ROB A BANK, ideal for readers aged 10 and up.
How to Rob a Bank
- 288pages
- 11 heures de lecture
A hilarious, filmic and fast-paced crime-caper by 2019's funniest new voice in teen fiction.
Does your dog get so excited that he struggles to focus and process what you want him to do? Does he get frustrated when you are training a new exercise? Does he go into a new environment fearing that something scary may happen? These three differing scenarios, which can apply equally to performance dogs and companion dogs, are real barriers to learning, and can also tarnish your relationship with your dog. But it doesn't have to be this way. In his new book, How to be a Concept Trainer, vet and behaviourist Tom Mitchell reveals his novel approach to training - and it's all about playing games! Instead of tackling problems head-on, Tom has developed specific games which work on underlying emotional issues, and encourage dogs to make the 'right' decisions. Mitchell equips us with the tools to manipulate our dog's mindset, turn negative traits into positive ones and finally reach their full potential!
The ultimate puppy training handbook from the founders of absoluteDogs
Colin Coleridge is facing a long, boring summer holiday with NOTHING to do. But when he notices some weird markings outside his house, and some strangers acting VERY suspiciously in his neighbour’s garden, he decides to investigate.