Teaches the machine learning process for business students and professionals using automated machine learning, a new development in data science that requires only a few weeks to learn instead of year ...Descriere completă
R. Larsen Kai (Associate Professor of Information Systems Associate Professor of Information Systems Leeds School of Business University of Colorado Boulder)
Editura
Oxford University Press Inc
Limba
english
Tip copertă
Pevná vazba
Anul publicării
2021
Număr de pagini
400
Descrierea cărții
Teaches the machine learning process for business students and professionals using automated machine learning, a new development in data science that requires only a few weeks to learn instead of years of training Though the concept of computers learning to solve a problem may still conjure thoughts of futuristic artificial intelligence, the reality is that machine learning algorithms now exist within most major software, including Websites and even word processors. These algorithms are transforming society in the most radical way since the Industrial Revolution, primarily through automating tasks such as deciding which users to advertise to, which machines are likely to break down, and which stock to buy and sell. While this work no longer always requires advanced technical expertise, it is crucial that practitioners and students alike understand the world of machine learning. In this book, Kai R. Larsen and Daniel S. Becker teach the machine learning process using a new development in data science: automated machine learning (AutoML). AutoML, when implemented properly, makes machine learning accessible by removing the need for years of experience in the most arcane aspects of data science, such as math, statistics, and computer science. Larsen and Becker demonstrate how anyone trained in the use of AutoML can use it to test their ideas and support the quality of those ideas during presentations to management and stakeholder groups. Because the requisite investment is a few weeks rather than a few years of training, these tools will likely become a core component of undergraduate and graduate programs alike. With first-hand examples from the industry-leading DataRobot platform, Automated Machine Learning for Business provides a clear overview of the process and engages with essential tools for the future of data science.
O SELECȚIE URIAȘĂ
Peste 4 milioane de cărți în engleză la prețuri avantajoase.
LIVRARE GRATUITĂ
Livrare gratuită la comenzi de peste 300 Lei (Packeta.ro)
PREȚURI AVANTAJOASE
Încercăm să păstrăm prețurile cărților cât mai mici și întotdeauna sub prețul recomandat de editură.
Magazinul nostru a devenit un “Magazin de încredere“ pe baza recenziilor oferite de către clienții noștri reali.
ABORDARE PERSONALĂ
Cel mai important pentru noi este satisfacția Dvs. Vindem cărți deoarece le iubim. Nu suntem giganți transnaționali, ci o companie onestă din Republica Cehă. În plus, cele mai bune cărți au recenzii în blogul nostru.