English | 2022 | ISBN: 978-1032406374 | 165 pages | True PDF | 6.04 MB
Quantum Chemistry provides a coherent and structured approach in introducing the concept of 'quantum' to the students of quantum mechanics. An attempt is made to bring out the subtleties of quantum mechanics, hidden in its abstract laws and equations, applicable to the atomic domain by showing its relevance to the observable macroscopic world as well.
The book will help students dispel the stigma associated with quantum mechanics. The emphasis on conceptual approach provides a platform to stand on, and a stimulus to pursue higher quantum mechanics―the doorway to the all-pervasive quantum world.

English | 2022 | ISBN: 978-3031046476 | 524 pages | True PDF EPUB | 56.72 MB
Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and machine learning, so that the reader can not only employ statistical and machine learning models using modern Python modules, but also understand their relative strengths and weaknesses. To clearly connect theoretical concepts to practical implementations, the author provides many worked-out examples along with "Programming Tips" that encourage the reader to write quality Python code. The entire text, including all the figures and numerical results, is reproducible using the Python codes provided, thus enabling readers to follow along by experimenting with the same code on their own computers.
Modern Python modules like Pandas, Sympy, Scikit-learn, Statsmodels, Scipy, Xarray, Tensorflow, and Keras are used to implement and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, interpretability, and regularization. Many abstract mathematical ideas, such as modes of convergence in probability, are explained and illustrated with concrete numerical examples. This book is suitable for anyone with undergraduate-level experience with probability, statistics, or machine learning and with rudimentary knowledge of Python programming.

English | 2023 | ISBN: 1032111038 | 458 pages | True EPUB | 7.13 MB
This book focuses on the basics of Python programming fundamentals. It provides an introduction to present-day applications in technology and the upcoming state-of-art trends in a comprehensive manner. It is based on Python 3.x, and it covers the fundamentals of Python with object-oriented concepts having numerous worked out examples. This book also acts as a learning tool for students of beginner level as well as for researchers of advanced level. Each chapter contains numerous programming examples along with their outputs that explain the usage of the methods and functions discussed in the chapter.
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English | 2022 | ISBN: 978-1032111032 | 459 pages | True PDF | 36.34 MB
The text focuses on the basics of Python programming fundamentals and introduction to present-day applications in technology and the upcoming state-of-art trends in a comprehensive manner. The text is based on Python 3.x and it covers the fundamentals of Python with object-oriented concepts having numerous worked-out examples. It provides a learning tool for the students of beginner level as well as for researchers of advanced level. Each chapter contains additional examples that explain the usage of methods/functions discussed in the chapter. It provides numerous programming examples along with their outputs.
The book

English | 2022 | ISBN: 978-1683928232 | 323 pages | True PDF | 9.62 MB
As part of the best-selling Pocket Primer series, this book is designed to provide a thorough introduction to numerous Python tools for data scientists. The book covers features of NumPy and Pandas, how to write regular expressions, and how to perform data cleaning tasks. It includes separate chapters on data visualization and working with Sklearn and SciPy. Companion files with source code are available.
FEATURES:

English | 2022 | ISBN: 1804611301 | 386 pages | True/Retail PDF EPUB | 17.14 MB
Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python libraries
Key Features

English | 2022 | ISBN: 149322302X | 1690 pages | PDF | 17.11 MB
Ready to master Python? Learn to write effective code, whether you're a beginner or a professional programmer. Review core Python concepts, including functions, modularization, and object orientation and walk through the available data types. Then dive into more advanced topics, such as using Django and working with GUIs. With plenty of code examples throughout, this hands-on reference guide has everything you need to become proficient in Python!
The complete Python 3 handbookLearn basic Python principles and work with functions, methods, data types, and moreWalk through GUIs, network programming, debugging, optimization, and other advanced topicsConsult and download practical code examples

English | 2022 | ISBN: 1951836642 | 256 pages | True EPUB | 60.02 MB
Floral designer Louesa Roebuck shows you how to make transcendent eco-luxe compositions with seasonal flora foraged from the West Coast "The way of the flowers" has been studied for centuries, but as acclaimed author, artist, and floral designer Louesa Roebuck demonstrates, one needs to understand the rules in order to bend them. In Punk Ikebana , Louesa composes stunning arrangements and installations that unite the cultural traditions and elegance of Japanese perspective with exhilarating freedom from convention. Working with seasonally foraged, gleaned, and sourced flora from various regions of California, Louesa reveals how cinematic floral sculptures can be created by embracing the abundance right outside your door. Inviting nature's often-overlooked treasures into your space means improvising in a moment of time, in a particular place. Exuberant compositions are created with what is on hand, establishing a harmonious dialogue with the flora, space, color, vessels, and textiles readily available. Aligning her deep commitment to the environment with her love of foraging, gleaning, and sourcing regionally, Louesa inspires you to cultivate your own vision and invite the wonders of the natural world into your home.
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English | 2022 | ISBN: 0128188537 | 183 pages | True PDF EPUB | 10.58 MB
Pumped Hydro Energy Storage for Hybrid Systems takes a practical approach to present characteristic features, planning and implementation aspects, and techno-economic issues of PHES. It discusses the importance of pumped hydro energy storage and its role in load balancing, peak load shaving, grid stability and hybrid energy systems deployment. The book analyses the architecture and process description of different kinds of PHES, both established and upcoming. Different case studies of pumped hydro energy storage are discussed as well as the advantages and disadvantages of different applications.
An essential read for students, researchers and engineers interested in renewable energy, hydropower, and hybrid energy systems.

English | 2022 | ISBN: 1032341556 | 221 pages | True PDF | 8.53 MB
In Pulling Back the Curtain on Qualitative Research, the authors maintain that for sociologists the entire world is a laboratory. Seldom do they attend social gatherings without observing people and their interaction in a systematic and intellectually curious way. Regular trips to the grocery store, church services, and engagement with social media all open the door to sociological questioning and encourage forms of empirical observation and data collection.
Here, in this practical and in-depth guide to conducting qualitative sociological field research, the authors offer step-by-step guidance to the processes of choosing a research question and forming research objectives; gaining entry to research settings; and reporting and analyzing findings. Each chapter features a past research assignment, wherein the authors draw attention to important ethical considerations and extract the many lessons, quirks, and unanticipated findings they experienced along the way that readers should prepare for and apply while conducting their own qualitative fieldwork.