Machine learning : hands-on for developers and technical professionals

• Main Author: Bell, Jason (Computer scientist), (Author)
• Format: eBook
• Language: English
• Published: Indianapolis, Indiana : John Wiley & Sons, Inc., 2020
• Edition: Second edition.
• Series: ITpro collection
• Subjects: Machine learning.; elektronické knihy; electronic books
• ISBN: 9781119642183; 1119642183; 9781119642251; 1119642256; 9781119642190; 1119642191; 1523133066; 9781523133062; 9781119642145; 1119642140
• Physical Description: 1 online resource.
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. The book includes a full complement of Instructor's Materials to facilitate use in the classroom, making this resource useful for students and as a professional reference.