Books » Author » Miguel Morales
By Morales, Miguel
The world's overall growth trend towards greater urban development is resulting in increased public water demand in areas that are often already suffering from water shortages, forcing cities to develop costly alternatives. It is thus essential to better understand the nature of ...urban water use and its long-term, sometimes irreversible, impacts. This book presents a methodology to estimate commercial, industrial, and institutional (CII) public water use, through the use of water use coefficients. These coefficients were developed using public property appraiser data from the Florida Department of Revenue, and case studies of water use from Florida utilities. By estimating water use at the sectoral level, this methodology allows any utility in the State to better determine the drivers of demand, and thus formulate more optimal water conservation plans. This methodology and coefficients should also be applicable outside the state of Florida, given the minimally seasonal nature of CII public water use.Read more
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We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that... explore and learn based on the responses of the environment. Grokking Deep Reinforcement Learning introduces this powerful machine learning approach, using examples, illustrations, exercises, and crystal-clear teaching. You'll love the perfectly paced teaching and the clever, engaging writing style as you dig into this awesome exploration of reinforcement learning fundamentals, effective deep learning techniques, and practical applications in this emerging field. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.Read more
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