English | 2022 | ISBN: 1484288696 | 355 pages | True PDF | 10.94 MB
Discover key information buried in the noise of data by learning a variety of anomaly detection techniques and using the Python programming language to build a robust service for anomaly detection against a variety of data types. The book starts with an overview of what anomalies and outliers are and uses the Gestalt school of psychology to explain just why it is that humans are naturally great at detecting anomalies. From there, you will move into technical definitions of anomalies, moving beyond "I know it when I see it" to defining things in a way that computers can understand.
The core of the book involves building a robust, deployable anomaly detection service in Python. You will start with a simple anomaly detection service, which will expand over the course of the book to include a variety of valuable anomaly detection techniques, covering descriptive statistics, clustering, and time series scenarios. Finally, you will compare your anomaly detection service head-to-head with a publicly available cloud offering and see how they perform.

English | 2022 | ISBN: 9355512635 | 311 pages | True EPUB | 8.15 MB
Accelerate Business Value Realization and Drive Financial Accountability for Cloud Infrastructure
Key Features

English | 2022 | ISBN: 0824777921 | 349 pages | True PDF | 46.31 MB
Field-flow fractionation has become a very effective method for the separation and analytical characterization of substances of macromolecular and particulate character-making this method probably the most important discovery in the analytical separation field since World War II. The first, complete, up-to-date reference on this notable separation method, Field-Flow Fractionation includes comprehensive explanations of general and theoretical principles . . . presents detailed descriptions of experimental techniques and instrumentation ... and discusses advantages over competitive processes. In addition, this resource demonstrates various applications for characterizing synthetic polymers ... analyzing biopolymers and particles in environmental samples ... and determining sizes of biological cells, viruses, and subcellular particles. Substantiating main conclusions of theories, experiments, and applications with graphs and drawings, and including numerous tables and photographs, this one-source reference is invaluable reading for analytical, industrial, physical, and polymer chemists; chrom atographers; biochemists; biotechnologists; biophysicists; and all others interested in the study and characterization of macromolecules or particles of various origins.
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English | 2022 | ISBN: 0760372993 | 427 pages | True EPUB | 40.06 MB
Make your outdoor space as comfortable and personal as the inside of your home with design and planting guidance from Field Guide to Outside Style .
Maybe you've just purchased your first home or you have an existing outdoor space that's overgrown and old-fashioned, and you want to turn it into a place that blends perfectly with your sense of style and your life . But where should you start? How can you be sure to create a space you can sustain ? Field Guide to Outside Style leads the way. You'll learn to personalize your outdoor living space with the right plants, furnishings, and other design elements to create a space that reflects YOU perfectly , even if you've never sunk a shovel into the soil before.

English | 2022 | ISBN: 978-0750326841 | 187 pages | True PDF EPUB | 38.74 MB
Applications of ultrashort pulses at different pumping wavelengths in various field of science and technology needs simple stat- of-the-art setups for the generation of high quality short temporal duration pulses. This book provides information on the existing optical pulse compression techniques, drawbacks occurred in each technique through the respecting nonlinear phenomenon responsible for the pulse propagation.
Generating high energy few-cycle pulses in the visible and near-infrared regions of the electromagnetic spectrum has become great interest for numerous applications. Hence, it requires pulse compression techniques to get few-cycle pulses at any desired wavelength with greater simplicity. There is no book currently available in market to understand compression techniques and their physical mechanism through optical fiber. This book provides information on various pulse compression techniques in the aspect of theoretical modelling as well as experiment which helps the reader to acquire a knowledge on the basic concepts of pulse compression.

English | 2022 | ISBN: 178879480X | 260 pages | True EPUB | 35.68 MB
Over 100 essential recipes for festive entertaining, with cocktails and accompanying canapés to serve and share with family and friends.
Christmas is indeed the most wonderful time of the year, but it can also be stressful when hosting and catering for a crowd. As family and friends come together to eat drink and be merry, let this collection of drinks and nibbles guide you through advent right up to the new year You'll find everything you need to host at home, with recipes for everything from an elegant New Years Eve Soirée to a light Christmas morning brunch. Cocktails encompass everything from the Snowball to the Mimosa, with more unusual recipes and mocktail options to make your drinks very merry indeed. Simple recipes for accompanying canapés, many of which can be prepared in advance, take the stress out of finding the perfect bite to accompany drinks and satisfy hungry guests. Add pizazz to any festive event, with Slow Roasted Tomato Galette with Black Olive Tapenade & Goat's Cheese, Sesame Maple Turkey Fingers or a Trio of Honey Baked Camembert With Calvados & Herbs. With recipes for dessert canapés and syrupy cocktails to sweeten up occasions, this book is sure to get you and your guests into the Christmas spirit stress-free!

English | 2022 | ISBN: 180324710X | 327 pages | True PDF EPUB | 19.29 MB
Learn the essential skills for building an authentic federated learning system with Python and take your machine learning applications to the next level
Key Features

English | 2022 | ISBN: 0128219467 | 228 pages | True PDF EPUB | 68.79 MB
Fast Reactors: A Solution to Fight Against Global Warming presents the current status of fast-reactor nuclear generation technology, with a focus on ecology and sustainability benefits for the future. Author Joel Guidez analyzes past failures and limited deployment reasons to help drive this power generation method forward to a cleaner and more sustainable energy environment. The book covers safety aspects, short-life waste management, multirecycling, and biodiversity preservation to provide a well-rounded reference on the topic.
Analyzes reasons for past failures and presents the advantages of fast reactorsReviews the status of fast-reactor technology, for sodium fast reactors and molten salt reactors with liquid fuelPresents ways in which fast nuclear reactors can help fight climate change and promote sustainability for the future

English | 2023 | ISBN: 978-1909141551 | 154 pages | TrueEPUB | 11.76 MB
As the title suggests, this book presents a clear and easy to understand explanation of what the fascia is and the role it plays in the body. As the importance of fascia is increasingly recognized it became obvious that there was a need for a book that clearly and concisely presents the facts. This is that book. It has a strong storyline, with each chapter logically connecting to the next, rather like fascia itself! It is informative and satisfying to read.
Fascia - What It Is and Why It Matters serves as an essential primer for professionals, such as movement educators, physical therapists, osteopaths, massage therapists, fitness professionals, and doctors enabling them to attain a solid grasp of what fascia is and what it does in the body. It provides an understanding of fascia as a tissue, of its role in the various systems of the body and of its clinical significance. The book is complete in itself, but also it may also serve as a springboard to deeper explorations should the reader wish to go further.

English | 2022 | ISBN: 978-0760374405 | 214 pages | True PDF | 125.72 MB
In Farmall 100 Years , award-winning tractor author, photographer, and historian Randy Leffingwell and prolific tractor historian Robert N. Pripps offer a richly illustrated and detailed book that captures the full story of the iconic tractors.
Farmall tractors are among the most influential and iconic farm machines in history. From the first model in 1923 to their final model year in 1973 , International Harvester revolutionized the tractor world by conceiving the Farmall brand, revolutionary all-purpose tractors designed for small- to medium-sized farms .