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Minimalist Data Wrangling with Python (Version 1.0.3.9107)

Free Download Minimalist Data Wrangling with Python
English | 2024 | ISBN: 0645571911 | 436 Pages | PDF | 4 MB
Minimalist Data Wrangling with Python is envisaged as a student's first introduction to data science, providing a high-level overview as well as discussing key concepts in detail. We explore methods for cleaning data gathered from different sources, transforming, selecting, and extracting features, performing exploratory data analysis and dimensionality reduction, identifying naturally occurring data clusters, modelling patterns in data, comparing data between groups, and reporting the results.

Free Download Minimal Surfaces and Functions of Bounded Variation by Enrico Giusti
English | PDF | 1984 | 250 Pages | ISBN : 0817631534 | 11.6 MB
The problem of finding minimal surfaces, i. e. of finding the surface of least area among those bounded by a given curve, was one of the first considered after the foundation of the calculus of variations, and is one which received a satis factory solution only in recent years. Called the problem of Plateau, after the blind physicist who did beautiful experiments with soap films and bubbles, it has resisted the efforts of many mathematicians for more than a century. It was only in the thirties that a solution was given to the problem of Plateau in 3-dimensional Euclidean space, with the papers of Douglas [DJ] and Rado [R T1, 2]. The methods of Douglas and Rado were developed and extended in 3-dimensions by several authors, but none of the results was shown to hold even for minimal hypersurfaces in higher dimension, let alone surfaces of higher dimension and codimension. It was not until thirty years later that the problem of Plateau was successfully attacked in its full generality, by several authors using measure-theoretic methods; in particular see De Giorgi [DG1, 2, 4, 5], Reifenberg [RE], Federer and Fleming [FF] and Almgren [AF1, 2]. Federer and Fleming defined a k-dimensional surface in IR" as a k-current, i. e. a continuous linear functional on k-forms. Their method is treated in full detail in the splendid book of Federer [FH 1].

Microstructure Atlas of P22 Steel (2024)

Free Download Microstructure Atlas of P22 Steel by Rajat K. Roy , Anil K. Das , Avijit Kumar Metya , Avijit Mondal , Ashis Kumar Panda , M. Ghosh , Satish Chand , Sarmishtha Palit Sagar , Swapan Kumar Das , Amit Chhabra , Swaminathan Jaganathan , Amitava Mitra
English | EPUB (True) | 2023 | 117 Pages | ISBN : 9819901162 | 146.5 MB
This book highlights the qualitative and quantitative sequential changes in microstructure of P22 steel under various stress and temperature conditions. The P22 alloy is an established material used under elevated temperature and stress for the components of thermal power plants. Temperature and stress levels for laboratory experimentation have been selected based on the true operating condition of a boiler. This book describes both continuous as well as interrupted tests that were performed under given parameters. Subsequently, the microstructures, bulk hardness and NDE parameters (magnetic and non-linear ultrasonic) have been evaluated. For reliable data, the microstructures have been observed at different regions of creep exposed samples by different characterization techniques. This has been further followed by drawing correlation between specific features like precipitate size variation with creep strain / creep time and so on. Given the contents, this book will be a useful reference for researchers and professionals working in the area of materials especially in thermal power plants.

Microlocal Methods in Mathematical Physics and Global Analysis (2024)

Free Download Microlocal Methods in Mathematical Physics and Global Analysis by Daniel Grieser, Stefan Teufel, Andras Vasy
English | PDF (True) | 2013 | 147 Pages | ISBN : 3034804652 | 1.5 MB
Microlocal analysis is a field of mathematics that was invented in the mid-20th century for the detailed investigation of problems from partial differential equations, which incorporated and made rigorous many ideas that originated in physics. Since then it has grown to a powerful machine which is used in global analysis, spectral theory, mathematical physics and other fields, and its further development is a lively area of current mathematical research. In this book extended abstracts of the conference 'Microlocal Methods in Mathematical Physics and Global Analysis', which was held at the University of Tübingen from the 14th to the 18th of June 2011, are collected.

Free Download Microbial Ecology By Larry L. Barton, Diana E. Northup
2011 | 440 Pages | ISBN: 0470048174 | PDF | 11 MB
This book covers the ecological activities of microbes in the biosphere with an emphasis on microbial interactions within their environments and communities In thirteen concise and timely chapters, Microbial Ecology presents a broad overview of this rapidly growing field, explaining the basic principles in an easy-to-follow manner. Using an integrative approach, it comprehensively covers traditional issues in ecology as well as cutting-edge content at the intersection of ecology, microbiology, environmental science and engineering, and molecular biology. Examining the microbial characteristics that enable microbes to grow in different environments, the book provides insights into relevant methodologies for characterization of microorganisms in the environment. The authors draw upon their extensive experience in teaching microbiology to address the latest hot-button topics in the field, such as: Ecology of microorganisms in natural and engineered environments Advances in molecular-based understanding of microbial phylogeny and interactions Microbially driven biogeochemical processes and interactions among microbial populations and communities Microbial activities in extreme or unusual environments Ecological studies pertaining to animal, plant, and insect microbiology Microbial processes and interactions associated with environmental pollution Designed for use in teaching, Microbial Ecology offers numerous special features to aid both students and instructors, including: Information boxes that highlight key microbial ecology issues "Microbial Spotlights" that focus on how prominent microbial ecologists became interested in microbial ecology Examples that illustrate the role of bacterial interaction with humans Exercises to promote critical thinking Selected reading lists Chapter summaries and review questions for class discussion Various microbial interactions and community structures are presented through examples and illustrations. Also included are mini case studies that address activities of microorganisms in specific environments, as well as a glossary and key words. All these features make this an ideal textbook for graduate or upper-level undergraduate students in biology, microbiology, ecology, or environmental science. It also serves as a highly useful reference for scientists and environmental professionals. PowerPoint slides of figures from the book are available for download at: ftp://ftp.wiley.com/public/sci_tech_med/microbial_ecology

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Minimalist Data Wrangling with Python (Version 1.0.3.9107)

Minimal Surfaces and Functions of Bounded Variation

Midwifery Care for Pregnant Women Who Live With Obesity

Microstructure Atlas of P22 Steel (2024)

Microsoft Azure Fundamentals Certification and Beyond (2nd Edition)

Microlocal Methods in Mathematical Physics and Global Analysis (2024)

Microbial Ecology

Mi Casa Uptown Learning to Love Again

Metal–Crucible Interactions