The Crystal Ball Instruction Manual, Volume Two

The Crystal Ball Instruction Manual, Volume Two PDF Author: Stephen Davies
Publisher:
ISBN: 9781034064664
Category :
Languages : en
Pages :

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Book Description
The natural sequel to Volume One of the Crystal Ball Instruction Manual, this clean, readable text helps the new Data Science student further develop his or her data analysis and programming skills. The author brings his trademark conversational tone to the next steps of the discipline: synthetic data set generation, data fusion and reshaping, probabilistic reasoning and causality, accessing data from new sources (including JSON, relational databases, screen scraping, and public APIs) and the fundamental principles of machine learning. This engaging read will allow any dedicated learner to build the skills necessary to contribute to the Data Science revolution, regardless of background.

The Crystal Ball Instruction Manual, Volume Two

The Crystal Ball Instruction Manual, Volume Two PDF Author: Stephen Davies
Publisher:
ISBN: 9781034064664
Category :
Languages : en
Pages :

Get Book Here

Book Description
The natural sequel to Volume One of the Crystal Ball Instruction Manual, this clean, readable text helps the new Data Science student further develop his or her data analysis and programming skills. The author brings his trademark conversational tone to the next steps of the discipline: synthetic data set generation, data fusion and reshaping, probabilistic reasoning and causality, accessing data from new sources (including JSON, relational databases, screen scraping, and public APIs) and the fundamental principles of machine learning. This engaging read will allow any dedicated learner to build the skills necessary to contribute to the Data Science revolution, regardless of background.

Resources in education

Resources in education PDF Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 310

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Book Description


Groundwater and Ecosystems

Groundwater and Ecosystems PDF Author: Alper Baba
Publisher: Springer Science & Business Media
ISBN: 9781402047374
Category : Science
Languages : en
Pages : 336

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Book Description
Many problems related to groundwater and ecosystems are shared by countries throughout the world and there is growing recognition that much can be gained by co-operation on an international scale. This is no time for complacency and it is critical that key problems be identified, that the potential consequences of these problems be understood, and that the development of solutions begins urgently. Important data gaps must be recognized and filled without delay.

Sustainable Environmental Engineering

Sustainable Environmental Engineering PDF Author: Walter Z. Tang
Publisher: John Wiley & Sons
ISBN: 111902837X
Category : Technology & Engineering
Languages : en
Pages : 528

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Book Description
The important resource that explores the twelve design principles of sustainable environmental engineering Sustainable Environmental Engineering (SEE) is to research, design, and build Environmental Engineering Infrastructure System (EEIS) in harmony with nature using life cycle cost analysis and benefit analysis and life cycle assessment and to protect human health and environments at minimal cost. The foundations of the SEE are the twelve design principles (TDPs) with three specific rules for each principle. The TDPs attempt to transform how environmental engineering could be taught by prioritizing six design hierarchies through six different dimensions. Six design hierarchies are prevention, recovery, separation, treatment, remediation, and optimization. Six dimensions are integrated system, material economy, reliability on spatial scale, resiliency on temporal scale, and cost effectiveness. In addition, the authors, two experts in the field, introduce major computer packages that are useful to solve real environmental engineering design problems. The text presents how specific environmental engineering issues could be identified and prioritized under climate change through quantification of air, water, and soil quality indexes. For water pollution control, eight innovative technologies which are critical in the paradigm shift from the conventional environmental engineering design to water resource recovery facility (WRRF) are examined in detail. These new processes include UV disinfection, membrane separation technologies, Anammox, membrane biological reactor, struvite precipitation, Fenton process, photocatalytic oxidation of organic pollutants, as well as green infrastructure. Computer tools are provided to facilitate life cycle cost and benefit analysis of WRRF. This important resource: • Includes statistical analysis of engineering design parameters using Statistical Package for the Social Sciences (SPSS) • Presents Monte Carlos simulation using Crystal ball to quantify uncertainty and sensitivity of design parameters • Contains design methods of new energy, materials, processes, products, and system to achieve energy positive WRRF that are illustrated with Matlab • Provides information on life cycle costs in terms of capital and operation for different processes using MatLab Written for senior or graduates in environmental or chemical engineering, Sustainable Environmental Engineering defines and illustrates the TDPs of SEE. Undergraduate, graduate, and engineers should find the computer codes are useful in their EEIS design. The exercise at the end of each chapter encourages students to identify EEI engineering problems in their own city and find creative solutions by applying the TDPs. For more information, please visit www.tang.fiu.edu.

Deep Mining Challenges

Deep Mining Challenges PDF Author: Eugeniusz J. Sobczyk
Publisher: CRC Press
ISBN: 100000676X
Category : Technology & Engineering
Languages : en
Pages : 240

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Book Description
The International Mining Forum is a recurring event, hosted by the University of Science and Technology in Cracow, Poland, bringing together an international group of scientists, including those working in rock mechanics and computer engineering as well as mining engineers. The topics are wide-ranging, including papers on remote sensing to assess p

Energy Research Abstracts

Energy Research Abstracts PDF Author:
Publisher:
ISBN:
Category : Power resources
Languages : en
Pages : 760

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Book Description


Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 702

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Book Description


Technical Abstract Bulletin

Technical Abstract Bulletin PDF Author:
Publisher:
ISBN:
Category : Science
Languages : en
Pages : 368

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Book Description


ERDA Energy Research Abstracts

ERDA Energy Research Abstracts PDF Author: United States. Energy Research and Development Administration
Publisher:
ISBN:
Category : Medicine
Languages : en
Pages :

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Book Description


The English Catalogue of Books [annual]

The English Catalogue of Books [annual] PDF Author: Sampson Low
Publisher:
ISBN:
Category : English literature
Languages : en
Pages : 246

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Book Description
Vols. for 1898-1968 include a directory of publishers.