Download or read book Build a Career in Data Science written by Emily Robinson and published by Manning. This book was released on 2020-03-24 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary You are going to need more than technical knowledge to succeed as a data scientist. Build a Career in Data Science teaches you what school leaves out, from how to land your first job to the lifecycle of a data science project, and even how to become a manager. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology What are the keys to a data scientist’s long-term success? Blending your technical know-how with the right “soft skills” turns out to be a central ingredient of a rewarding career. About the book Build a Career in Data Science is your guide to landing your first data science job and developing into a valued senior employee. By following clear and simple instructions, you’ll learn to craft an amazing resume and ace your interviews. In this demanding, rapidly changing field, it can be challenging to keep projects on track, adapt to company needs, and manage tricky stakeholders. You’ll love the insights on how to handle expectations, deal with failures, and plan your career path in the stories from seasoned data scientists included in the book. What's inside Creating a portfolio of data science projects Assessing and negotiating an offer Leaving gracefully and moving up the ladder Interviews with professional data scientists About the reader For readers who want to begin or advance a data science career. About the author Emily Robinson is a data scientist at Warby Parker. Jacqueline Nolis is a data science consultant and mentor. Table of Contents: PART 1 - GETTING STARTED WITH DATA SCIENCE 1. What is data science? 2. Data science companies 3. Getting the skills 4. Building a portfolio PART 2 - FINDING YOUR DATA SCIENCE JOB 5. The search: Identifying the right job for you 6. The application: Résumés and cover letters 7. The interview: What to expect and how to handle it 8. The offer: Knowing what to accept PART 3 - SETTLING INTO DATA SCIENCE 9. The first months on the job 10. Making an effective analysis 11. Deploying a model into production 12. Working with stakeholders PART 4 - GROWING IN YOUR DATA SCIENCE ROLE 13. When your data science project fails 14. Joining the data science community 15. Leaving your job gracefully 16. Moving up the ladder
Download or read book Interview Questions and Answers written by Richard McMunn and published by How2Become Ltd. This book was released on 2013-05 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Data Driven School written by Daniel M. Hyson and published by Guilford Publications. This book was released on 2020-07-10 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This indispensable practitioner's guide helps to build the capacity of school psychologists, administrators, and teachers to use data in collaborative decision making. It presents an applied, step-by-step approach for creating and running effective data teams within a problem-solving framework. The authors describe innovative ways to improve academic and behavioral outcomes at the individual, class, grade, school, and district levels. Applications of readily available technology tools are highlighted. In a large-size format for easy photocopying, the book includes learning activities and helpful reproducible forms. The companion website provides downloadable copies of the reproducible forms as well as Excel spreadsheets, PowerPoint slides, and an online-only chapter on characteristics of effective teams. This book is in The Guilford Practical Intervention in the Schools Series, edited by Sandra M. Chafouleas.
Download or read book Who written by Geoff Smart and published by Ballantine Books. This book was released on 2008-09-30 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this instant New York Times Bestseller, Geoff Smart and Randy Street provide a simple, practical, and effective solution to what The Economist calls “the single biggest problem in business today”: unsuccessful hiring. The average hiring mistake costs a company $1.5 million or more a year and countless wasted hours. This statistic becomes even more startling when you consider that the typical hiring success rate of managers is only 50 percent. The silver lining is that “who” problems are easily preventable. Based on more than 1,300 hours of interviews with more than 20 billionaires and 300 CEOs, Who presents Smart and Street’s A Method for Hiring. Refined through the largest research study of its kind ever undertaken, the A Method stresses fundamental elements that anyone can implement–and it has a 90 percent success rate. Whether you’re a member of a board of directors looking for a new CEO, the owner of a small business searching for the right people to make your company grow, or a parent in need of a new babysitter, it’s all about Who. Inside you’ll learn how to • avoid common “voodoo hiring” methods • define the outcomes you seek • generate a flow of A Players to your team–by implementing the #1 tactic used by successful businesspeople • ask the right interview questions to dramatically improve your ability to quickly distinguish an A Player from a B or C candidate • attract the person you want to hire, by emphasizing the points the candidate cares about most In business, you are who you hire. In Who, Geoff Smart and Randy Street offer simple, easy-to-follow steps that will put the right people in place for optimal success.
Download or read book Cracking the Data Science Interview written by Leondra R. Gonzalez and published by Packt Publishing Ltd. This book was released on 2024-02-29 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rise above the competition and excel in your next interview with this one-stop guide to Python, SQL, version control, statistics, machine learning, and much more Key Features Acquire highly sought-after skills of the trade, including Python, SQL, statistics, and machine learning Gain the confidence to explain complex statistical, machine learning, and deep learning theory Extend your expertise beyond model development with version control, shell scripting, and model deployment fundamentals Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe data science job market is saturated with professionals of all backgrounds, including academics, researchers, bootcampers, and Massive Open Online Course (MOOC) graduates. This poses a challenge for companies seeking the best person to fill their roles. At the heart of this selection process is the data science interview, a crucial juncture that determines the best fit for both the candidate and the company. Cracking the Data Science Interview provides expert guidance on approaching the interview process with full preparation and confidence. Starting with an introduction to the modern data science landscape, you’ll find tips on job hunting, resume writing, and creating a top-notch portfolio. You’ll then advance to topics such as Python, SQL databases, Git, and productivity with shell scripting and Bash. Building on this foundation, you'll delve into the fundamentals of statistics, laying the groundwork for pre-modeling concepts, machine learning, deep learning, and generative AI. The book concludes by offering insights into how best to prepare for the intensive data science interview. By the end of this interview guide, you’ll have gained the confidence, business acumen, and technical skills required to distinguish yourself within this competitive landscape and land your next data science job.What you will learn Explore data science trends, job demands, and potential career paths Secure interviews with industry-standard resume and portfolio tips Practice data manipulation with Python and SQL Learn about supervised and unsupervised machine learning models Master deep learning components such as backpropagation and activation functions Enhance your productivity by implementing code versioning through Git Streamline workflows using shell scripting for increased efficiency Who this book is for Whether you're a seasoned professional who needs to brush up on technical skills or a beginner looking to enter the dynamic data science industry, this book is for you. To get the most out of this book, basic knowledge of Python, SQL, and statistics is necessary. However, anyone familiar with other analytical languages, such as R, will also find value in this resource as it helps you revisit critical data science concepts like SQL, Git, statistics, and deep learning, guiding you to crack through data science interviews.
Download or read book The Certified Manager of Quality Organizational Excellence Handbook Fourth Edition written by Russell T. Westcott and published by Quality Press. This book was released on 2013-10-07 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is a comprehensive reference source designed to help professionals address organizational issues from the application of the basic principles of management to the development of strategies needed to deal with the technological and societal concerns of the new millennium. The content of this fourth edition has been revised to reflect a more current global perspective and to match the updated Body of Knowledge (BoK) of ASQs Certified Manager of Quality/Organizational Excellence (CMQ/OE). In order to provide a broad perspective of quality management, this book has specifically been written to address: Historical perspectives relating to the evolution of particular aspects of quality management, including recognized experts and their contributions Key principles, concepts, and terminology relevant in providing quality leadership, and communicating quality needs and results Benefits associated with the application of key concepts and quality management principles Best practices describing recognized approaches for good quality management Barriers to success, including common problems that the quality manager might experience when designing and implementing quality management, and insights as to why some quality initiatives fail Guidance for preparation to take the CMQ/OE examination. Organized to follow the BoK exactly, throughout each section of this handbook the categorical BoK requirements associated with good quality management practices for that section are shown in a box preceding the pertinent text. These BoK requirements represent the range of content and the cognitive level to which multiple-choice questions can be presented. Although this handbook thoroughly prepares individuals for the ASQ CMQ/OE exam, the real value resides in post-exam usage as a day-to-day reference source for assessing quality applications and methodologies in daily processes. The content is written from the perspective of practitioners, and its relevance extends beyond traditional product quality applications.
Download or read book Data Science Careers Training and Hiring written by Renata Rawlings-Goss and published by Springer. This book was released on 2019-08-02 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an information packed overview of how to structure a data science career, a data science degree program, and how to hire a data science team, including resources and insights from the authors experience with national and international large-scale data projects as well as industry, academic and government partnerships, education, and workforce. Outlined here are tips and insights into navigating the data ecosystem as it currently stands, including career skills, current training programs, as well as practical hiring help and resources. Also, threaded through the book is the outline of a data ecosystem, as it could ultimately emerge, and how career seekers, training programs, and hiring managers can steer their careers, degree programs, and organizations to align with the broader future of data science. Instead of riding the current wave, the author ultimately seeks to help professionals, programs, and organizations alike prepare a sustainable plan for growth in this ever-changing world of data. The book is divided into three sections, the first “Building Data Careers”, is from the perspective of a potential career seeker interested in a career in data, the second “Building Data Programs” is from the perspective of a newly forming data science degree or training program, and the third “Building Data Talent and Workforce” is from the perspective of a Data and Analytics Hiring Manager. Each is a detailed introduction to the topic with practical steps and professional recommendations. The reason for presenting the book from different points of view is that, in the fast-paced data landscape, it is helpful to each group to more thoroughly understand the desires and challenges of the other. It will, for example, help the career seekers to understand best practices for hiring managers to better position themselves for jobs. It will be invaluable for data training programs to gain the perspective of career seekers, who they want to help and attract as students. Also, hiring managers will not only need data talent to hire, but workforce pipelines that can only come from partnerships with universities, data training programs, and educational experts. The interplay gives a broader perspective from which to build.
Download or read book Cracking the PM Interview written by Gayle Laakmann McDowell and published by . This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: How many pizzas are delivered in Manhattan? How do you design an alarm clock for the blind? What is your favorite piece of software and why? How would you launch a video rental service in India? This book will teach you how to answer these questions and more. Cracking the PM Interview is a comprehensive book about landing a product management role in a startup or bigger tech company. Learn how the ambiguously-named "PM" (product manager / program manager) role varies across companies, what experience you need, how to make your existing experience translate, what a great PM resume and cover letter look like, and finally, how to master the interview: estimation questions, behavioral questions, case questions, product questions, technical questions, and the super important "pitch."
Download or read book Management Decision Making Big Data and Analytics written by Simone Gressel and published by SAGE. This book was released on 2020-10-12 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accessible and concise, this exciting new textbook examines data analytics from a managerial and organizational perspective and looks at how they can help managers become more effective decision-makers. The book successfully combines theory with practical application, featuring case studies, examples and a ‘critical incidents’ feature that make these topics engaging and relevant for students of business and management. The book features chapters on cutting-edge topics, including: • Big data • Analytics • Managing emerging technologies and decision-making • Managing the ethics, security, privacy and legal aspects of data-driven decision-making The book is accompanied by an Instructor’s Manual, PowerPoint slides and access to journal articles. Suitable for management students studying business analytics and decision-making at undergraduate, postgraduate and MBA levels.
Download or read book How to Lead in Data Science written by Jike Chong and published by Simon and Schuster. This book was released on 2021-12-21 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lead your data science teams and projects to success! To make a consistent, meaningful impact as a data science leader, you must articulate technology roadmaps, plan effective project strategies, support diversity, and create a positive environment for professional growth. This book delivers the wisdom and practical skills you need to thrive as a data science leader at all levels, from team member to the C-suite. "How to lead in data science" shares unique leadership techniques from high-performance data teams. It's filled with best practices for balancing project trade-offs and producing exceptional results, even when beginning with vague requirements or unclear expectations. You'll find a clearly presented modern leadership framework based on current case studies, with insights reaching all the way to Aristotle and Confucius. As you read, you'll build practical skills to grow and improve your team, your company's data culture, and yourself.
Download or read book The ASQ Certified Manager of Quality Organizational Excellence Handbook written by Sandra L Furterer and published by Quality Press. This book was released on 2021-01-25 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is a comprehensive reference designed to help professionals address organizational issues from the application of the basic principles of management to the development of strategies needed to deal with today’s technological and societal concerns. The fifth edition of the ASQ Certified Manager of Quality/Organizational Excellence Handbook (CMQ/OE) has undergone some significant content changes in order to provide more clarity regarding the items in the body of knowledge (BoK). Examples have been updated to reflect more current perspectives, and new topics introduced in the most recent BoK are included as well. This handbook addresses: • Historical perspectives relating to the continued improvement of specific aspects of quality management • Key principles, concepts, and terminology • Benefits associated with the application of key concepts and quality management principles • Best practices describing recognized approaches for good quality management • Barriers to success, common problems you may encounter, and reasons why some quality initiatives fail • Guidance for preparation to take the CMQ/OE examination A well-organized reference, this handbook will certainly help individuals prepare for the ASQ CMQ/OE exam. It also serves as a practical, day-to-day guide for any professional facing various quality management challenges.
Download or read book Growing Information Part I written by Eli B. Cohen and published by Informing Science. This book was released on 2009 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Evaluation Management written by Tessie Tzavaras Catsambas and published by SAGE Publications. This book was released on 2024-01-23 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text helps evaluation teams and commissioners of evaluations work together to achieve results that meet utilization and organizational learning goals. With plenty of practical guidance from many years of experience, the authors provide a valuable resource for student readers, experienced evaluators, and commissioners of evaluation.
Download or read book Peer Research in Health and Social Development written by Stephen Bell and published by Routledge. This book was released on 2021-04-26 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Peer research is increasingly used in international academic, policy and practice environments. It engages members of a group or social network as trusted members of a research team working in communities and settings they are familiar with. Critics, however, point to methodological concerns with peer research. These include the extent to which peer researchers genuinely represent the populations under study; data confidentiality; the emotional burden of enquiring into sensitive issues peers may experience in their own lives; and the reliability and credibility of data collected by people who do not have academic training. The book seeks to counter the marginalisation of research experience and skills derived from close relationships with people and communities, while reflecting critically on the strengths and limitations of peer research. Chapters by a wide range of international contributors illustrate the potential of peer research to facilitate an in-depth understanding of health and social development issues and enhance policy and practice. This interdisciplinary book provides students and professionals working in health, social science and development studies with a thorough grounding in this new style of research. It will appeal to those interested in research and evaluation; sexual health and public health; mental health, disability and social care; gender and sexuality; conservation and environmental management; migration and citizenship studies; humanitarian issues; and international development.
Download or read book Mastering the Instructional Design Process written by William J. Rothwell and published by John Wiley & Sons. This book was released on 2011-01-06 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fourth edition of Mastering the Instructional Design Process has been completely revised and updated and is based on the instructional design competencies of the International Board of Standards of Performance and Instruction (IBSTPI). The book identifies the core competencies of instructional system design and presents them in a way that helps to develop these competencies and apply them successfully in real-world settings. This comprehensive resource covers the full range of topics for understanding and mastering the instructional design process including: detecting and solving human performance problems; analyzing needs, learners, work settings, and work; establishing performance objectives and performance measurements; delivering the instruction effectively; and managing instructional design projects successfully.
Download or read book Program Evaluation and Performance Measurement written by James C. McDavid and published by SAGE Publications. This book was released on 2012-10-25 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: Program Evaluation and Performance Measurement: An Introduction to Practice, Second Edition offers an accessible, practical introduction to program evaluation and performance measurement for public and non-profit organizations, and has been extensively updated since the first edition. Using examples, it covers topics in a detailed fashion, making it a useful guide for students as well as practitioners who are participating in program evaluations or constructing and implementing performance measurement systems. Authors James C. McDavid, Irene Huse, and Laura R. L. Hawthorn guide readers through conducting quantitative and qualitative program evaluations, needs assessments, cost-benefit and cost-effectiveness analyses, as well as constructing, implementing and using performance measurement systems. The importance of professional judgment is highlighted throughout the book as an intrinsic feature of evaluation practice.
Download or read book Resources in Education written by and published by . This book was released on 1998-05 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt:
