"More concretely," the authors explain, "it is the controlled manipulation of mathematical formulas, using a collection of techniques for solving problems."

    Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of their organization’s massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you’ll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization. Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis Details different data visualization techniques that can be used to showcase and summarize your data Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark It’s a big, big data world out there – let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.

    As almost every photographer knows, the word -photograph- has its roots in two Greek words that, together, mean -drawing with light.- But what is less commonly acknowledged and understood is the role that shadow plays in creating striking, expressive imagery, especially in portraiture. It is through deft, nuanced use of both light and shadow that you can move beyond shooting simply ordinary, competent headshots into the realm of creating dramatic portraiture that can so powerfully convey a subject's inner essence, communicate a personal narrative, and express your photographic vision. In The Dramatic Portrait: The Art of Crafting Light and Shadow, Chris Knight addresses portraiture with a unique approach to both light and shadow that allows you to improve and elevate your own portraiture. He begins with the history of portraiture, from the early work of Egyptians and Greeks to the sublime treatment of light and subject by artists such as Caravaggio, Rembrandt, and Vermeer. Chris then dives into a deep, hands-on exploration of light, shadow, and portraiture, offering numerous lessons and takeaways. He covers: - The qualities of light: hard, soft, and the spectrum in between- The relationships between light, subject, and background, and how to control them- Lighting patterns such as Paramount, Rembrandt, loop, and split- Lighting ratios and how they affect contrast in your image- Equipment: from big and small modifiers to grids, snoots, barn doors, flags, and gels- Multiple setups for portrait shoots, including those that utilize one, two, and three lights- How color contributes to drama and mood, eliciting an emotional response from the viewer- How to approach styling your portrait, from wardrobe to background- The post-processing workflow, including developing the RAW file, maximizing contrast, color grading, retouching, and dodging and burning for heightened drama and effect- How all of these elements culminate to help you define your personal style and create your own narrative

    Whatever you do mindfully, with presence and awareness of what you are doing, you are practicing mindfulness. However, there are also some simple ways and techniques that you can apply in your life throughout the day that can help you with your mindfulness practice. I am not a life coach or psychologist, I am not some special person with some secret knowledge. I am just a regular everyday person and I spent a lot of years of my life seeking the answers on how to be my best self and live my best life, a mindful life. I read many books and took many courses to find those answers but most importantly I lived through a lot of experiences that made me who I am today and helped me grow, helped me become my best self. I struggled with depression, eating disorder, health problems, pain from losing my father at the age of 12, challenging and painful childhood and finding my purpose and meaning. I overcame a lot of pain, struggles, obstacles and setbacks and I can tell you from the experience that it can be done. Everything I share with you is my personal experience and practices that I tried and that worked for me. We will cover several morning, day and evening mindful practices: Mindful morning: - Mindful breathing - Mindful meditation - Sun Salutation Mindful day: - Mindful work - Mindful eating - Mindful communication Mindful evening: - Mindful walking - Gratitude - Body scanning Plus, I am offering a BONUS inside that you can download for FREE, that can help you with your mindfulness practice – “Gratitude Journal – 365 days of gratitude, inspiring quotes and photographs”. If you like simple and concrete advice that actually works in practice you will like this book. Download your copy today and start with your everyday mindfulness in practice!

    Packed with insider advice for students from students, First Aid for the USMLE(R) Step 1 2020 will help maximize your study time.FeaturesA complete framework for USMLE Step 1 preparation1,300+ must-know topics with mnemonics to focus your study1,000+ color photos and illustrations to help you visualize processes, disorders, and clinical findingsRapid Review section presents high-yield tables associating diseases with their clinical findings, treatments, and pathophysiologyUpdated every year to ensure all content is relevant and high-yield, reflecting the most current USMLE blueprint

    Discover the “hidden gold” in Python’s standard library and start writing clean and Pythonic code today. Who Should Read This Book: If you’re wondering which lesser known parts in Python you should know about, you’ll get a roadmap with this book. Discover cool (yet practical!) Python tricks and blow your coworkers’ minds in your next code review. If you’ve got experience with legacy versions of Python, the book will get you up to speed with modern patterns and features introduced in Python 3 and backported to Python 2. If you’ve worked with other programming languages and you want to get up to speed with Python, you’ll pick up the idioms and practical tips you need to become a confident and effective Pythonista. If you want to make Python your own and learn how to write clean and Pythonic code, you’ll discover best practices and little-known tricks to round out your knowledge. What Python Developers Say About The Book: "I kept thinking that I wished I had access to a book like this when I started learning Python many years ago." — Mariatta Wijaya, Python Core Developer"This book makes you write better Python code!" — Bob Belderbos, Software Developer at Oracle"Far from being just a shallow collection of snippets, this book will leave the attentive reader with a deeper understanding of the inner workings of Python as well as an appreciation for its beauty." — Ben Felder, Pythonista"It's like having a seasoned tutor explaining, well, tricks!" — Daniel Meyer, Sr. Desktop Administrator at Tesla Inc.

    For many students this can be a terrifying experience. Although colleges and universities may have different systems, basic principles for planning research and making the compromise between what is desirable and what is feasable are the same. This book aims to provide a plain guide to ways of producing a dissertation with minimum stress and frustration. It covers such areas as choosing a subject, planning the total work, selecting research methods and techniques, written style and presentation.

    Your guide to a higher math score on standardized tests*SATACT(R)ASVABGMAT(R)GRE(R)CBEST(R)PRAXIS I(R)GED(R) And More!Why CliffsNotes?Go with the name you know and trustGet the information you need-fast!About the Contents:IntroductionHow to use this bookOverview of the examsPart I: Basic Skills ReviewArithmetic and Data AnalysisAlgebraPart II: Strategies and PracticeMathematical AbilityQuantitative ComparisonData SufficiencyEach section includes a diagnostic test, explanations of rules, concepts withexamples, practice problems with complete explanations, a review test, and aglossary!Test-Prep Essentials from the Experts at CliffsNotes(R)For more test-prep help, visit CliffsNotes.com(R)*SAT is a registered trademark of the College Board, which was not involved inthe production of, and does not endorse, this product.

    From students with disabilities, culturally diverse students, and students with limited English proficiency to economically disadvantaged students this text provides teachers with the tools they need in their diverse classrooms. Revised to reflect the most current research, terminology and teaching practices, the strength of this text continues to be its numerous learning activities and sample lessons addressing both elementary and secondary classrooms. This edition continues its very popular multi- chapter unit on curriculum adaptations with specific strategies and activities for teaching reading, writing, and mathematics. With a new chapter on Response to Intervention and Progress Monitoring and full integration of the RTI framework, and the increase emphasis on middle and secondary students, this text continues its reign as an outstanding resource for all general education teachers. 0131381253 / 9780131381254 Teaching Students Who are Exceptional, Diverse, and at Risk in the General Education Classroom (with MyEducationLab) Package consists of 0135140870 / 9780135140871 MyEducationLab -- Access Card 0137151799 / 9780137151790 Teaching Students Who are Exceptional, Diverse, and at Risk in the General Education Classroom

    It's packed with everything you need to do your best on the test--and move toward your graduate or business school degree.Only ETS can show you exactly what to expect on the test, tell you precisely how the test is scored, and give you hundreds of authentic test questions for practice! That makes this guide your most reliable and accurate source for everything you need to know about the GRE revised General Test.No other guide to the GRE General Test gives you all this: - Four complete, real tests--two in the book and two on CD-ROM - Hundreds of authentic test questions--so you can study with the real thing - In-depth descriptions of the Verbal Reasoning and Quantitative Reasoning measures plus valuable tips for answering each question type- Quantitative Reasoning problem-solving steps and strategies to help you get your best score - Detailed overview of the two types of Analytical Writing essay tasks including scored sample responses and actual raters' comments Everything you need to know about the test, straight from the test makers!

    It presents in a unified manner an introduction to the mathematical theory underlying computer graphic applications. It covers topics of keen interest to students in engineering and computer science: transformations, projections, 2-D and 3-D curve definition schemes, and surface definitions. It also includes techniques, such as B-splines, which are incorporated as part of the software in advanced engineering workstations. A basic knowledge of vector and matrix algebra and calculus is required.

    The Seventh Edition has been updated with stronger coverage of evidence-based practice, including content on how to read, interpret, and critique systematic reviews, which are considered by many to be a cornerstone of evidence-based practice. Also included in the Seventh Edition: a more balanced presentation of medical and social science methods and nomenclature; enhanced coverage of qualitative research; and more!

    We are living in an age where data comes in abundance, and thanks to the self-learning algorithms from the field of machine learning, we can turn this data into knowledge. Automated speech recognition on our smart phones, web search engines, e-mail spam filters, the recommendation systems of our favorite movie streaming services – machine learning makes it all possible.Thanks to the many powerful open-source libraries that have been developed in recent years, machine learning is now right at our fingertips. Python provides the perfect environment to build machine learning systems productively.This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python. Step-by-step, you will expand your skill set with the best practices for transforming raw data into useful information, developing learning algorithms efficiently, and evaluating results.You will discover the different problem categories that machine learning can solve and explore how to classify objects, predict continuous outcomes with regression analysis, and find hidden structures in data via clustering. You will build your own machine learning system for sentiment analysis and finally, learn how to embed your model into a web app to share with the world

    The biological background provided enables students to comprehend the major problems in biochemical engineering and formulate effective solutions.

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases