Download or read book Analytics Boot Camp written by Linda Herkenhoff and published by Business Expert Press. This book was released on 2017-04-04 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: The focus of this book is on providing clear word descriptions and step-by-step Excel instructions, rather than including lots of x’s and y’s everywhere. This book was written for managers and students who may need a quick refresher on how to complete Excel analysis without having to read pages of technical explanations. The authors aimed at concisely defining the key concepts and providing simple descriptions and explanations on how to use them.

Download or read book Practical Python Data Wrangling and Data Quality written by Susan E. McGregor and published by "O'Reilly Media, Inc.". This book was released on 2021-12-03 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world around us is full of data that holds unique insights and valuable stories, and this book will help you uncover them. Whether you already work with data or want to learn more about its possibilities, the examples and techniques in this practical book will help you more easily clean, evaluate, and analyze data so that you can generate meaningful insights and compelling visualizations. Complementing foundational concepts with expert advice, author Susan E. McGregor provides the resources you need to extract, evaluate, and analyze a wide variety of data sources and formats, along with the tools to communicate your findings effectively. This book delivers a methodical, jargon-free way for data practitioners at any level, from true novices to seasoned professionals, to harness the power of data. Use Python 3.8+ to read, write, and transform data from a variety of sources Understand and use programming basics in Python to wrangle data at scale Organize, document, and structure your code using best practices Collect data from structured data files, web pages, and APIs Perform basic statistical analyses to make meaning from datasets Visualize and present data in clear and compelling ways

Download or read book The Exposome written by Gary W. Miller and published by Elsevier. This book was released on 2013-11-16 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Exposome: A Primer is the first book dedicated to exposomics, detailing the purpose and scope of this emerging field of study, its practical applications and how it complements a broad range of disciplines. Genetic causes account for up to a third of all complex diseases. (As genomic approaches improve, this is likely to rise.) Environmental factors also influence human disease but, unlike with genetics, there is no standard or systematic way to measure the influence of environmental exposures. The exposome is an emerging concept that hopes to address this, measuring the effects of life-long environmental exposures on health and how these exposures can influence disease. This systematic introduction considers topics of managing and integrating exposome data (including maps, models, computation, and systems biology), "-omics"-based technologies, and more. Both students and scientists in disciplines including toxicology, environmental health, epidemiology, and public health will benefit from this rigorous yet readable overview.

Download or read book Developing Analytic Talent written by Vincent Granville and published by John Wiley & Sons. This book was released on 2014-03-24 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn what it takes to succeed in the the most in-demand tech job Harvard Business Review calls it the sexiest tech job of the 21st century. Data scientists are in demand, and this unique book shows you exactly what employers want and the skill set that separates the quality data scientist from other talented IT professionals. Data science involves extracting, creating, and processing data to turn it into business value. With over 15 years of big data, predictive modeling, and business analytics experience, author Vincent Granville is no stranger to data science. In this one-of-a-kind guide, he provides insight into the essential data science skills, such as statistics and visualization techniques, and covers everything from analytical recipes and data science tricks to common job interview questions, sample resumes, and source code. The applications are endless and varied: automatically detecting spam and plagiarism, optimizing bid prices in keyword advertising, identifying new molecules to fight cancer, assessing the risk of meteorite impact. Complete with case studies, this book is a must, whether you're looking to become a data scientist or to hire one. Explains the finer points of data science, the required skills, and how to acquire them, including analytical recipes, standard rules, source code, and a dictionary of terms Shows what companies are looking for and how the growing importance of big data has increased the demand for data scientists Features job interview questions, sample resumes, salary surveys, and examples of job ads Case studies explore how data science is used on Wall Street, in botnet detection, for online advertising, and in many other business-critical situations Developing Analytic Talent: Becoming a Data Scientist is essential reading for those aspiring to this hot career choice and for employers seeking the best candidates.

Download or read book Python Projects for Beginners written by Connor P. Milliken and published by Apress. This book was released on 2019-11-15 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immerse yourself in learning Python and introductory data analytics with this book’s project-based approach. Through the structure of a ten-week coding bootcamp course, you’ll learn key concepts and gain hands-on experience through weekly projects. Each chapter in this book is presented as a full week of topics, with Monday through Thursday covering specific concepts, leading up to Friday, when you are challenged to create a project using the skills learned throughout the week. Topics include Python basics and essential intermediate concepts such as list comprehension, generators and iterators, understanding algorithmic complexity, and data analysis with pandas. From beginning to end, this book builds up your abilities through exercises and challenges, culminating in your solid understanding of Python. Challenge yourself with the intensity of a coding bootcamp experience or learn at your own pace. With this hands-on learning approach, you will gain the skills you need to jumpstart a new career in programming or further your current one as a software developer. What You Will Learn Understand beginning and more advanced concepts of the Python languageBe introduced to data analysis using pandas, the Python Data Analysis libraryWalk through the process of interviewing and answering technical questionsCreate real-world applications with the Python languageLearn how to use Anaconda, Jupyter Notebooks, and the Python Shell Who This Book Is For Those trying to jumpstart a new career into programming, and those already in the software development industry and would like to learn Python programming.

Download or read book Too Big to Ignore written by Phil Simon and published by John Wiley & Sons. This book was released on 2013-03-05 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Residents in Boston, Massachusetts are automatically reporting potholes and road hazards via their smartphones. Progressive Insurance tracks real-time customer driving patterns and uses that information to offer rates truly commensurate with individual safety. Google accurately predicts local flu outbreaks based upon thousands of user search queries. Amazon provides remarkably insightful, relevant, and timely product recommendations to its hundreds of millions of customers. Quantcast lets companies target precise audiences and key demographics throughout the Web. NASA runs contests via gamification site TopCoder, awarding prizes to those with the most innovative and cost-effective solutions to its problems. Explorys offers penetrating and previously unknown insights into healthcare behavior. How do these organizations and municipalities do it? Technology is certainly a big part, but in each case the answer lies deeper than that. Individuals at these organizations have realized that they don't have to be Nate Silver to reap massive benefits from today's new and emerging types of data. And each of these organizations has embraced Big Data, allowing them to make astute and otherwise impossible observations, actions, and predictions. It's time to start thinking big. In Too Big to Ignore, recognized technology expert and award-winning author Phil Simon explores an unassailably important trend: Big Data, the massive amounts, new types, and multifaceted sources of information streaming at us faster than ever. Never before have we seen data with the volume, velocity, and variety of today. Big Data is no temporary blip of fad. In fact, it is only going to intensify in the coming years, and its ramifications for the future of business are impossible to overstate. Too Big to Ignore explains why Big Data is a big deal. Simon provides commonsense, jargon-free advice for people and organizations looking to understand and leverage Big Data. Rife with case studies, examples, analysis, and quotes from real-world Big Data practitioners, the book is required reading for chief executives, company owners, industry leaders, and business professionals.

Download or read book Big Data written by Viktor Mayer-Schönberger and published by Houghton Mifflin Harcourt. This book was released on 2013 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A exploration of the latest trend in technology and the impact it will have on the economy, science, and society at large.

Download or read book Data Science Bookcamp written by Leonard Apeltsin and published by Simon and Schuster. This book was released on 2021-12-07 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn data science with Python by building five real-world projects! Experiment with card game predictions, tracking disease outbreaks, and more, as you build a flexible and intuitive understanding of data science. In Data Science Bookcamp you will learn: - Techniques for computing and plotting probabilities - Statistical analysis using Scipy - How to organize datasets with clustering algorithms - How to visualize complex multi-variable datasets - How to train a decision tree machine learning algorithm In Data Science Bookcamp you’ll test and build your knowledge of Python with the kind of open-ended problems that professional data scientists work on every day. Downloadable data sets and thoroughly-explained solutions help you lock in what you’ve learned, building your confidence and making you ready for an exciting new data science career. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology A data science project has a lot of moving parts, and it takes practice and skill to get all the code, algorithms, datasets, formats, and visualizations working together harmoniously. This unique book guides you through five realistic projects, including tracking disease outbreaks from news headlines, analyzing social networks, and finding relevant patterns in ad click data. About the book Data Science Bookcamp doesn’t stop with surface-level theory and toy examples. As you work through each project, you’ll learn how to troubleshoot common problems like missing data, messy data, and algorithms that don’t quite fit the model you’re building. You’ll appreciate the detailed setup instructions and the fully explained solutions that highlight common failure points. In the end, you’ll be confident in your skills because you can see the results. What's inside - Web scraping - Organize datasets with clustering algorithms - Visualize complex multi-variable datasets - Train a decision tree machine learning algorithm About the reader For readers who know the basics of Python. No prior data science or machine learning skills required. About the author Leonard Apeltsin is the Head of Data Science at Anomaly, where his team applies advanced analytics to uncover healthcare fraud, waste, and abuse. Table of Contents CASE STUDY 1 FINDING THE WINNING STRATEGY IN A CARD GAME 1 Computing probabilities using Python 2 Plotting probabilities using Matplotlib 3 Running random simulations in NumPy 4 Case study 1 solution CASE STUDY 2 ASSESSING ONLINE AD CLICKS FOR SIGNIFICANCE 5 Basic probability and statistical analysis using SciPy 6 Making predictions using the central limit theorem and SciPy 7 Statistical hypothesis testing 8 Analyzing tables using Pandas 9 Case study 2 solution CASE STUDY 3 TRACKING DISEASE OUTBREAKS USING NEWS HEADLINES 10 Clustering data into groups 11 Geographic location visualization and analysis 12 Case study 3 solution CASE STUDY 4 USING ONLINE JOB POSTINGS TO IMPROVE YOUR DATA SCIENCE RESUME 13 Measuring text similarities 14 Dimension reduction of matrix data 15 NLP analysis of large text datasets 16 Extracting text from web pages 17 Case study 4 solution CASE STUDY 5 PREDICTING FUTURE FRIENDSHIPS FROM SOCIAL NETWORK DATA 18 An introduction to graph theory and network analysis 19 Dynamic graph theory techniques for node ranking and social network analysis 20 Network-driven supervised machine learning 21 Training linear classifiers with logistic regression 22 Training nonlinear classifiers with decision tree techniques 23 Case study 5 solution

Download or read book The Professional Practice of Landscape Architecture written by Walter Rogers and published by John Wiley & Sons. This book was released on 2010-09-09 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: The all-inclusive reference to starting and operating a landscape architecture firm The Professional Practice of Landscape Architecture, Second Edition is completely revised to keep up with the latest developments driving the day-to-day operation of a successful private-practice landscape architecture office. Whether helping a landscape architecture student identify a career track, providing direction on starting a new office, guiding an owner seeking to jumpstart a stagnant or fledgling business, or assisting a landscape architect-in-training study for the national Landscape Architecture Registration Exam (LARE), this single-source blueprint is the key to prospering in this dynamic field. This new edition features: Indispensible information for practicing landscape architects, including professional ethics, finances, office administration, marketing and promotion, and project management An updated look at government regulatory laws, federal tax administration, sustainable design, and LEED certification Strategies for using the Internet, computer software, and technology to market and manage a firm Examples of professional contract templates Case study profiles of landscape architecture firms Requirements for professional registration and criteria for taking the national exam This comprehensive and practical reference combines real-world experience with the highest professional standards to instruct the reader on business concepts. Expertly organized and easy to follow, The Professional Practice of Landscape Architecture, Second Edition continues to be the one source that landscape architects need to direct all facets of their practice.

Download or read book Practical SQL 2nd Edition written by Anthony DeBarros and published by No Starch Press. This book was released on 2022-01-25 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyze data like a pro, even if you’re a beginner. Practical SQL is an approachable and fast-paced guide to SQL (Structured Query Language), the standard programming language for defining, organizing, and exploring data in relational databases. Anthony DeBarros, a journalist and data analyst, focuses on using SQL to find the story within your data. The examples and code use the open-source database PostgreSQL and its companion pgAdmin interface, and the concepts you learn will apply to most database management systems, including MySQL, Oracle, SQLite, and others.* You’ll first cover the fundamentals of databases and the SQL language, then build skills by analyzing data from real-world datasets such as US Census demographics, New York City taxi rides, and earthquakes from US Geological Survey. Each chapter includes exercises and examples that teach even those who have never programmed before all the tools necessary to build powerful databases and access information quickly and efficiently. You’ll learn how to: Create databases and related tables using your own data Aggregate, sort, and filter data to find patterns Use functions for basic math and advanced statistical operations Identify errors in data and clean them up Analyze spatial data with a geographic information system (PostGIS) Create advanced queries and automate tasks This updated second edition has been thoroughly revised to reflect the latest in SQL features, including additional advanced query techniques for wrangling data. This edition also has two new chapters: an expanded set of instructions on for setting up your system plus a chapter on using PostgreSQL with the popular JSON data interchange format. Learning SQL doesn’t have to be dry and complicated. Practical SQL delivers clear examples with an easy-to-follow approach to teach you the tools you need to build and manage your own databases. * Microsoft SQL Server employs a variant of the language called T-SQL, which is not covered by Practical SQL.

Download or read book Social Media Field Guide written by Krista Neher and published by . This book was released on 2010-10-26 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Social Media Field Guide is a complete guidebook for business owners and marketers to successfully navigate social media for marketing success. Social media is one of the quickest growing areas of marketing, and you can't afford to ignore it any longer. Don't waste your time making mistakes - this book covers social media marketing plan building, strategy and the sites like Facebook, LinkedIn, Twitter, Blogs and Video that will lead you to success. "Krista Neher gets it - and always has! She knows that 'engagement' is more than a cheap slogan, it is a disciplined practice that requires attentive listening, deep consumer understanding, humility, credibility and a keen sense of timing. She also understands the interdependency - nay, co-dependency - of paid, owned and earned media! Read this book...yesterday!" - Pete Blackshaw, author of Satisfied Customers Tell Three Friends, Angry Customers Tell 3000, Ad Age Columnist and EVP, Digital Strategic Services, Nielsen Online "The Social Media Field Guide is an invaluable resource for any business that wants to understand and get real results from social media. Never before have I seen social media explained in such a clear and easy-to-follow fashion - this book is a must-buy!" - Mike Grehan, Global VP Content, SES Conference & Expo./ClickZ/Search Engine Watch "Krista understands that 'Marketing with Meaning' is required for social media and she lays out exactly how businesses can strategically use social media to get results. This book is a must-have for business owners, marketers and ad agencies." - Bob Gilbreath, Chief Marketing Strategist, Bridge Worldwide and author of The Next Evolution of Marketing "The Social Media Field Guide is an outstanding tool for businesses looking to utilize social media to grow their business. It is more than a book, it is an action guide and marketing planning method. Don't waste your time making mistakes. Read this book first." - Bill Martin, author of Wahoo: A Fable About Team Effectiveness, Training Manager at Procter & Gamble Krista Neher is a pioneer in social media marketing, the founder of Boot Camp Digital and a sought-after keynote speaker, consultant and corporate trainer. She is also the Managing Director and curriculum creator for The Institute for Social Media at Cincinnati State and is authoring a textbook on social media. For more on Krista, visit www.bootcampdigital.com and www.kristaneher.com.

Download or read book Launch Yourself written by Melissa Byers and published by Boot Camp Digital Publishing. This book was released on 2019-03-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Your personal brand exists - whether you like it or not. Today, smart business professionals are taking control and deliberately crafting a compelling and authentic personal brand that gets results. This book will show you how to create and execute a strong personal brand based on the principles used by some of the most iconic personal brands in the world. This proven method will show you how to define a strong personal brand based on your strengths and objectives, how to design it so that it breaks through the noise, and is memorable, authentic, distinctive and credible, and finally, you'll learn how to deliver your personal brand in a consistent and compelling way online and in-person. Here you'll get the exact steps and framework you need to bring your personal brand to life in a powerful way that pays dividends throughout your career. Define - create a personal brand statement. Design - build your personal brand pyramid. Deliver - develop your action plan to amplify and attract." -- Page 4 of cover.

Download or read book Innovating written by Luis Perez-Breva and published by MIT Press. This book was released on 2018-08-28 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the MIT-developed, “doer’s approach” to innovation with this guide that reveals you don’t need an earth-shattering idea to create a standout product, service, or business—just a hunch that you can scale up to impact. Innovation is the subject of countless books and courses, but there’s very little out there about how you actually innovate. Innovation and entrepreneurship are not one and the same, although aspiring innovators often think of them that way. They are told to get an idea and a team and to build a show-and-tell for potential investors. In Innovating, Luis Perez-Breva describes another approach—a doer’s approach developed over a decade at MIT and internationally in workshops, classes, and companies. He shows that innovating doesn’t require an earth-shattering idea; all it takes is a hunch. Anyone can do it. By prototyping a problem and learning by being wrong, innovating can be scaled up to make an impact. As Perez-Breva demonstrates, “nothing is new” at the outset of what we only later celebrate as innovation. In Innovating, the process—illustrated by unique and dynamic artwork—is shown to be empirical, experimental, nonlinear, and incremental. You give your hunch the structure of a problem. Anything can be a part. Your innovating accrues other people’s knowledge and skills. Perez-Breva describes how to create a kit for innovating, and outlines questions that will help you think in new ways. Finally, he shows how to systematize what you’ve learned: to advocate, communicate, scale up, manage innovating continuously, and document—“you need a notebook to converse with yourself,” he advises. Everyone interested in innovating also needs to read this book.

Download or read book Digital Marketing That Actually Works the Ultimate Guide written by Melissa Byers and published by That Actually Works. This book was released on 2019-02 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Marketing That Actually Works is your roadmap to understanding and implementing digital marketing that gets results. This book takes you from digital marketing strategy to channels to tactics to tools to measurement to prioritization - giving you a strong foundation in how to use digital marketing to grow your business, brand or organization. This book is for business professionals and marketers who want a strong grasp of the core concepts in digital marketing - what they are, how they work and how to implement them for growth. Covering strategy, best practices and implementation, this is The Ultimate Guide with no hype - just solid strategies, tactics and tools that actually work. Who can benefit from this book? - MARKETERS AND AGENCIES - Wanting to implement digital marketing best practices and round out their digital knowledge. - CEOS AND EXECUTIVES - Needing a solid understanding of how to strategically use digital to fuel their growth. - ENTREPRENEURS AND STARTUPS - Wanting to harness the power of digital marketing to grow their business. - BRAND MANAGERS - Needing to understand how to best use digital marketing strategically and drive better results. - AGENCIES - Wanting to provide lasting value for their clients with a comprehensive approach to digital. - BUSINESS PROFESSIONALS - Wanting to have a solid understanding of the fastest growing area of marketing and business growth. - DIGITAL TRANSFORMATION TEAMS - Looking to be sure that core areas of digital are used strategically to fuel business growth. This book covers the core aspects of digital marketing: - How to build a plan - Creating a digital marketing strategy - Assessing the digital landscape - Defining your target audience for digital - Digital content strategy and optimization - Social Media Marketing - Digital Advertising - SEO (Search Engine Optimization) - Websites - Conversational marketing (reviews, influencers, advocates and more) - Email marketing - CRM - Mobile marketing (including Messenger and Chatbots) - Digital marketing measurement - Digital marketing analytics and optimization - Digital ROI (return on investment) - Prioritizing digital marketing - Building your digital marketing plan. If you want to take your digital marketing knowledge and results to the next level read this book! Based on over 10 years of working with businesses on digital marketing, Digital Marketing that Actually Works is a comprehensive guide to everything a savvy business professional or marketer should understand about digital marketing. There is no hype. No gimmicks. Just clear, practical, actionable content based on what actually works to grow businesses. As a BONUS this book includes a FREE DOWNLOAD action planner and additional resources to help you implement what you learn.

Download or read book Auditing written by Raymond N. Johnson and published by Wiley Global Education. This book was released on 2019-05-20 with total page 733 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosion of data analytics in the auditing profession demands a different kind of auditor. Auditing: A Practical Approach with Data Analytics prepares students for the rapidly changing demands of the auditing profession by meeting the data-driven requirements of today's workforce. Because no two audits are alike, this course uses a practical, case-based approach to help students develop professional judgement, think critically about the auditing process, and develop the decision-making skills necessary to perform a real-world audit. To further prepare students for the profession, this course integrates seamless exam review for successful completion of the CPA Exam.

Download or read book Data Science for Undergraduates written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2018-11-11 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science is emerging as a field that is revolutionizing science and industries alike. Work across nearly all domains is becoming more data driven, affecting both the jobs that are available and the skills that are required. As more data and ways of analyzing them become available, more aspects of the economy, society, and daily life will become dependent on data. It is imperative that educators, administrators, and students begin today to consider how to best prepare for and keep pace with this data-driven era of tomorrow. Undergraduate teaching, in particular, offers a critical link in offering more data science exposure to students and expanding the supply of data science talent. Data Science for Undergraduates: Opportunities and Options offers a vision for the emerging discipline of data science at the undergraduate level. This report outlines some considerations and approaches for academic institutions and others in the broader data science communities to help guide the ongoing transformation of this field.

Download or read book Positive Intelligence written by Shirzad Chamine and published by Greenleaf Book Group. This book was released on 2012 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chamine exposes how your mind is sabotaging you and keeping your from achieving your true potential. He shows you how to take concrete steps to unleash the vast, untapped powers of your mind.