What is machine learning? -- Automating machine learning -- Specify business problem -- Acquire subject matter expertise -- Define prediction target -- Decide on unit of analysis -- Success, risk, and continuation -- Accessing and storing data -- Data integration -- Data transfo…
"In this book, we teach the machine learning process using a new development in data science; automated machine learning. AutoML, when implemented properly, makes machine learning accessible to most people because it removes the need for years of experience in the most arcane as…
"In this book, we teach the machine learning process using a new development in data science; automated machine learning. AutoML, when implemented properly, makes machine learning accessible to most people because it removes the need for years of experience in the most arcane as…
Il volume espone, nella prima parte, la teoria delle decisioni in condizioni di incertezza nelle sue linee generali, senza fare riferimento a contesti applicativi specifici. Nella seconda parte vengono presentati i concetti principali della teoria dell'inferenza statistica, incl…
Il volume espone, nella prima parte, la teoria delle decisioni in condizioni di incertezza nelle sue linee generali, senza fare riferimento a contesti applicativi specifici. Nella seconda parte vengono presentati i concetti principali della teoria dell'inferenza statistica, incl…
This book explains the core concepts of probability and how they affect real-world engineering decisions about design and system performance. It addresses such questions as : What exactly is meant by probability? " What is the precise definition of the 100-year load and how is i…
"Decision-making and risk assessment are essential aspects of every engineer's life, whether concerned with the probability of failure of a new product within the warranty period or the potential cost, human and financial, of the failure of a major structure such as a bridge. Th…
To better understand the core concepts of probability and to see how they affect real-world decisions about design and system performance, engineers and scientists might want to ask themselves the following questions: what exactly is meant by probability? What is the precise def…
To better understand the core concepts of probability and to see how they affect real-world decisions about design and system performance, engineers and scientists might want to ask themselves the following questions: what exactly is meant by probability? What is the precise def…
To better understand the core concepts of probability and to see how they affect real-world decisions about design and system performance, engineers and scientists might want to ask themselves the following questions: what exactly is meant by probability? What is the precise def…