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Machine Learning with scikit-learn Quick Start Guide
Deploy supervised and unsupervised machine learning algorithms using scikit-learn to perform classification, regression, and clustering. Key FeaturesBuild your first machine learning model using scikit-learnTrain supervised and unsupervised models using popular techniques such as classification, regression and clusteringUnderstand how scikit-learn can be applied to different types of machine learning problemsBook Description Scikit-learn is a robust machine learning library for the Python programming language. It provides a set of supervised and unsupervised learning algorithms. This book is the easiest way to learn how to deploy, optimize, and evaluate all of the important machine learning ...
Hands-On Data Visualization with Bokeh
Learn how to create interactive and visually aesthetic plots using the Bokeh package in Python Key Features A step by step approach to creating interactive plots with Bokeh Go from installation all the way to deploying your very own Bokeh application Work with a real time datasets to practice and create your very own plots and applications Book Description Adding a layer of interactivity to your plots and converting these plots into applications hold immense value in the field of data science. The standard approach to adding interactivity would be to use paid software such as Tableau, but the Bokeh package in Python offers users a way to create both interactive and visually aesthetic plots f...
Archaeology by Design
Archaeology doesn't just happen. With large numbers of people involved, the complex logistics of fieldwork, funding needed for projects of any size, and a bewildering set of legal regulations and ethical norms to follow, a well-run archaeological project requires careful and detailed planning. In this reader-friendly guide, Black and Jolly give novice researchers invaluable practical advice on the process of designing successful field projects. Encompassing both directed academic and directed CRM projects, they outline the elements needed in your professional toolkit, show step-by-step how an archaeological project proceeds, focus on developing appropriate research questions and theoretical models, and address implementation issues from NAGPRA regulations down to estimating the number of shovels to toss into the pickup. Sidebars explain important topics like the Section 106 process, the importance of ethnology and geology to archaeologists, OSHA requirements, and how to assess significance. Archaeology by Design is an ideal starting point for giving students and novices the big picture of a contemporary archaeological project.
Compendium of Over 2000 Jazz Pianists
You will be amazed at how many jazz pianists have never been heard on the radio or even mentioned in any jazz book!
Archaeology
Method and Theory in Archaeology Archaeology: A Brief Introduction is an introduction to the fundamental principles of method and theory in archaeology, exposing students to archaeology as a career. The text begins by covering the goals of archaeology, and then moves on to consider the basic concepts of culture, time, and space, by discussing the finding and excavation of archaeological sites. By providing a distinct emphasis on the ethics behind archaeology, and how we should act as stewards of the finite records of the human past, Archaeology: A Brief Introduction continues to be a book with a truly international perspective, not simply focusing on North America or Europe. Teaching and Lea...
My Wight Little Isle
It's 2008 and Jeremy Stubbles (or 'Stubbsy' as he's better known) is due to turn 30. Born and bred in Cowes, Isle of Wight, he lives a bachelor existence in his Art Deco flat overlooking the Solent. He is the proud owner of a floor-shaking Wurlitzer Bubbler jukebox, a retro king-sized water-bed, last season's Musto jacket and a Ford Scorpio that is lovingly valeted as soon as the suggestion of a speck of dust mars its finish. Despite these enviable assets, he never seems to quite succeed in enticing eligible young women back to his flat to admire the view from the bedroom. Maybe it's the eccentric behaviour of Nobby and Bobby, his African grey parrots? Or Angela, his cleaner, who feels that having a tidy fridge would do wonders for Stubbsy's love-life? But Stubbsy's life is about to change when the delectable Judith Onions arrives on the scene... In this comic novel, Peter Broadbent perfectly captures the spirit of life on the Island - from the realities of the Isle of Wight Festival, Cowes Week and the Brambles Bank cricket match, to the fantasies of the arm-wrestling championship, the 'Thong in Cheek' underwear boutique, and skinny-dipping in the Medina.
Introducing Archaeology, Third Edition
Situating archaeology in academic, social, and political contexts, the third edition emphasizes the ethics and the scholarship of women and includes considerable focus on the archaeology of recent and contemporary times.
Archaeobiology
An introduction to the study of biological, osteological, and botanical remains on archaeological sites.
Artifacts
How can you ensure that you are learning everything your artifacts have to teach you? Charles Ewen explores a variety of methods and techniques used to prepare, protect, and analyze artifacts once they are in the lab. In brief, user-friendly sections, he outlines the basic principles of identification, classification, quantification, data manipulation, and analysis. Students will find that Ewen's suggestions point out fruitful areas of analysis, yet do not dictate the researcher's approach. Examples drawn from 16th century Spanish sites in the Americas introduce students to the hows and whys of archaeological lab work.
The Truth Behind the Numbers in Financial Statements
Inside: Secrets you need to know to protect your nest egg The economy shows signs of recovering from the worst recession since the 1930s. Savvy investors are already bargain shopping for stocks that are priced well and ready to climb out of the doldrums. But as the saying goes, "once burned, twice shy." It's more important than ever to guard against scams and be very careful about where you invest your hard-earned dollars. Let this book be your guide. In plain English, you'll take a guided tour of a typical financial statement, and learn: How to cut through the hype in an annual report and, with a few simple calculations, know how a company is really performing Why you should turn a deaf ear...
