Download or read book Cracking the Data Science Interview written by Maverick Lin and published by . This book was released on 2019-12-17 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cracking the Data Science Interview is the first book that attempts to capture the essence of data science in a concise, compact, and clean manner. In a Cracking the Coding Interview style, Cracking the Data Science Interview first introduces the relevant concepts, then presents a series of interview questions to help you solidify your understanding and prepare you for your next interview. Topics include: - Necessary Prerequisites (statistics, probability, linear algebra, and computer science) - 18 Big Ideas in Data Science (such as Occam's Razor, Overfitting, Bias/Variance Tradeoff, Cloud Computing, and Curse of Dimensionality) - Data Wrangling (exploratory data analysis, feature engineering, data cleaning and visualization) - Machine Learning Models (such as k-NN, random forests, boosting, neural networks, k-means clustering, PCA, and more) - Reinforcement Learning (Q-Learning and Deep Q-Learning) - Non-Machine Learning Tools (graph theory, ARIMA, linear programming) - Case Studies (a look at what data science means at companies like Amazon and Uber) Maverick holds a bachelor's degree from the College of Engineering at Cornell University in operations research and information engineering (ORIE) and a minor in computer science. He is the author of the popular Data Science Cheatsheet and Data Engineering Cheatsheet on GCP and has previous experience in data science consulting for a Fortune 500 company focusing on fraud analytics.

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Data Science Practice Tests Chapter 1-15 eBook covers problem solving exam tests from computer science textbook and practical eBook chapter wise as: Chapter 1: Data Mining MCQ Chapter 2: Hi Ho, Hi Ho - Data Mining We Go MCQ Chapter 3: Identifying Data Problems MCQ Chapter 4: Introduction to Data Science MCQ Chapter 5: Lining Up Our Models MCQ Chapter 6: Map Mash up MCQ Chapter 7: Miscellaneous Topics MCQ Chapter 8: Pictures Versus Numbers MCQ Chapter 9: Rows and Columns MCQ Chapter 10: Sample in a Jar MCQ Chapter 11: Storage Wars MCQ Chapter 12: Use of Statistics MCQ Chapter 13: What's my Function MCQ Chapter 14: What's Your Vector, Victor? MCQ Chapter 15: Word Perfect MCQ The e-Book Data Mining MCQs PDF, chapter 1 practice test to solve MCQ questions: Cleaning up the elements, introduction to data science, reading a csv text file, removing rows and columns, renaming rows and columns, and sorting dataframes. 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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 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 Ace the Data Science Interview written by Kevin Huo and published by . This book was released on 2021 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book MCAT Critical Analysis and Reasoning Skills Review 2022 2023 written by Kaplan Test Prep and published by Simon and Schuster. This book was released on 2021-11-02 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kaplan’s MCAT Critical Analysis and Reasoning Skills Review 2022–2023 offers an expert study plan, detailed subject review, and hundreds of online and in-book practice questions—all authored by the experts behind the MCAT prep course that has helped more people get into medical school than all other major courses combined. Prepping for the MCAT is a true challenge. Kaplan can be your partner along the way—offering guidance on where to focus your efforts and how to organize your review. This book has been updated to match the AAMC’s guidelines precisely—no more worrying about whether your MCAT review is comprehensive! The Most Practice More than 100 questions in the book and access to even more online—more practice than any other MCAT CARS book on the market. The Best Practice Comprehensive CARS subject review is written by top-rated, award-winning Kaplan instructors. Expanded content review for research design and the execution of research, and data-based and statistical analysis. All material is vetted by editors with advanced science degrees and by a medical doctor. Online resources, including a full-length practice test, help you practice in the same computer-based format you’ll see on Test Day. Expert Guidance We know the test: The Kaplan MCAT team has spent years studying every MCAT-related document available. Kaplan’s expert psychometricians ensure our practice questions and study materials are true to the test.

Download or read book MCAT Critical Analysis and Reasoning Skills Review 2023 2024 written by Kaplan Test Prep and published by Simon and Schuster. This book was released on 2022-08-02 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kaplan’s MCAT Critical Analysis and Reasoning Skills Review 2023–2024 offers an expert study plan, detailed subject review, and hundreds of online and in-book practice questions—all authored by the experts behind the MCAT prep course that has helped more people get into medical school than all other major courses combined. Prepping for the MCAT is a true challenge. Kaplan can be your partner along the way—offering guidance on where to focus your efforts and how to organize your review. This book has been updated to match the AAMC’s guidelines precisely—no more worrying about whether your MCAT review is comprehensive! The Most Practice More than 100 questions in the book and access to even more online—more practice than any other MCAT CARS book on the market. The Best Practice Comprehensive CARS subject review is written by top-rated, award-winning Kaplan instructors. All material is vetted by editors with advanced science degrees and by a medical doctor. Online resources, including a full-length practice test, help you practice in the same computer-based format you’ll see on Test Day. Expert Guidance We know the test: The Kaplan MCAT team has spent years studying every MCAT-related document available. Kaplan’s expert psychometricians ensure our practice questions and study materials are true to the test.

Download or read book MCAT Critical Analysis and Reasoning Skills Review 2025 2026 written by Kaplan Test Prep and published by Simon and Schuster. This book was released on 2024-08-13 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kaplan’s MCAT Critical Analysis and Reasoning Skills Review 2025-2026 offers an expert study plan, detailed subject review, and hundreds of online and in-book practice questions—all authored by the experts behind Kaplan's score-raising MCAT prep course. Prepping for the MCAT is a true challenge. Kaplan can be your partner along the way—offering guidance on where to focus your efforts and how to organize your review. This book has been updated to match the AAMC’s guidelines precisely—no more worrying about whether your MCAT review is comprehensive! The Most Practice More than 100 questions in the book and access to even more online—more practice than any other MCAT CARS book on the market. The Best Practice Comprehensive CARS subject review is written by top-rated, award-winning Kaplan instructors. All material is vetted by editors with advanced science degrees and by a medical doctor. Online resources, including a full-length practice test, help you practice in the same computer-based format you’ll see on Test Day. Expert Guidance We know the test: The Kaplan MCAT team has spent years studying every MCAT-related document available. Kaplan’s expert psychometricians ensure our practice questions and study materials are true to the test.

Download or read book MCAT Critical Analysis and Reasoning Skills Review written by Kaplan Test Prep and published by Simon and Schuster. This book was released on 2016-07-05 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: More people get into medical school with a Kaplan MCAT course than all major courses combined. Now the same results are available with MCAT Critical Analysis and Reasoning Skills Review. This book features thorough subject review, more questions than any competitor, and the highest-yield questions available. The commentary and instruction come directly from Kaplan MCAT experts and include targeted focus on the most-tested concepts. MCAT Critical Analysis and Reasoning Skills Review offers: UNPARALLELED MCAT KNOWLEDGE: The Kaplan MCAT team has spent years studying every MCAT-related document available. In conjunction with our expert psychometricians, the Kaplan team is able to ensure the accuracy and realism of our practice materials. THOROUGH SUBJECT REVIEW: Written by top-rated, award-winning Kaplan instructors, all material has been vetted by editors with advanced English degrees and by a medical doctor. EXPANDED CONTENT THROUGHOUT: The AAMC tests not only content knowledge, critical thinking, and critical analysis and reasoning skills, but also two other important scientific skills: research design and the execution of research, and data-based and statistical analysis. This book has expanded material to help you master these skills for Test Day. MORE PRACTICE THAN THE COMPETITION: With questions throughout the book and access to a full-length practice test online, MCAT CARS Review has more practice than any other MCAT CARS book on the market. ONLINE COMPANION: One practice test and additional online resources help augment content studying. The MCAT is a computer-based test, so practicing in the same format as Test Day is key. KAPLAN'S MCAT REPUTATION: Kaplan is a leader in the MCAT prep market, and twice as many doctors prepared for the MCAT with Kaplan than with any other course.* UTILITY: Can be used alone or with other companion books in Kaplan's MCAT Review series. * Doctors refers to US MDs who were licensed between 2001-2010 and used a fee-based course to prepare for the MCAT. The AlphaDetail, Inc. online study for Kaplan was conducted between Nov. 10 - Dec. 9, 2010 among 763 US licensed MDs, of whom 462 took the MCAT and used a fee-based course to prepare for it.

Download or read book MCAT Critical Analysis and Reasoning Skills Review 2021 2022 written by Kaplan Test Prep and published by Simon and Schuster. This book was released on 2020-07-07 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Always study with the most up-to-date prep! Look for MCAT Critical Analysis and Reasoning Skills Review 2022-2023, ISBN 9781506276717, on sale July 06, 2021. Publisher's Note: Products purchased from third-party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitles included with the product.

Download or read book MCAT Critical Analysis and Reasoning Skills Review 2024 2025 written by Kaplan Test Prep and published by Simon and Schuster. This book was released on 2023-07-04 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kaplan’s MCAT Critical Analysis and Reasoning Skills Review 2024-2025 offers an expert study plan, detailed subject review, and hundreds of online and in-book practice questions—all authored by the experts behind the MCAT prep course that has helped more people get into medical school than all other major courses combined. Prepping for the MCAT is a true challenge. Kaplan can be your partner along the way—offering guidance on where to focus your efforts and how to organize your review. This book has been updated to match the AAMC’s guidelines precisely—no more worrying about whether your MCAT review is comprehensive! The Most Practice More than 100 questions in the book and access to even more online—more practice than any other MCAT CARS book on the market. The Best Practice Comprehensive CARS subject review is written by top-rated, award-winning Kaplan instructors. All material is vetted by editors with advanced science degrees and by a medical doctor. Online resources, including a full-length practice test, help you practice in the same computer-based format you’ll see on Test Day. Expert Guidance We know the test: The Kaplan MCAT team has spent years studying every MCAT-related document available. Kaplan’s expert psychometricians ensure our practice questions and study materials are true to the test.

Download or read book MCAT Critical Analysis and Reasoning Skills Review written by Alexander Stone Macnow and published by Simon and Schuster. This book was released on 2016-07-05 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The most effcient learning for the MCAT results you want. Kaplan's MCAT Critical Analysis and Resoning Skills (CARS) Review has all the information and strategies you need to score higher on the MCAT. This book features more practice than any other guide, plus targeted startegy review, opportunities for self-analysis, a complete online center, and thorough instruction on all of the critical thinking skills necessary for MCAT success--from the creators of the #1 MCAT prep course,"--page [4] of cover.

Download or read book Machine Learning Bookcamp written by Alexey Grigorev and published by Simon and Schuster. This book was released on 2021-11-23 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: The only way to learn is to practice! In Machine Learning Bookcamp, you''ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. Taking you from the basics of machine learning to complex applications such as image and text analysis, each new project builds on what you''ve learned in previous chapters. By the end of the bookcamp, you''ll have built a portfolio of business-relevant machine learning projects that hiring managers will be excited to see. about the technology Machine learning is an analysis technique for predicting trends and relationships based on historical data. As ML has matured as a discipline, an established set of algorithms has emerged for tackling a wide range of analysis tasks in business and research. By practicing the most important algorithms and techniques, you can quickly gain a footing in this important area. Luckily, that''s exactly what you''ll be doing in Machine Learning Bookcamp. about the book In Machine Learning Bookcamp you''ll learn the essentials of machine learning by completing a carefully designed set of real-world projects. Beginning as a novice, you''ll start with the basic concepts of ML before tackling your first challenge: creating a car price predictor using linear regression algorithms. You''ll then advance through increasingly difficult projects, developing your skills to build a churn prediction application, a flight delay calculator, an image classifier, and more. When you''re done working through these fun and informative projects, you''ll have a comprehensive machine learning skill set you can apply to practical on-the-job problems. what''s inside Code fundamental ML algorithms from scratch Collect and clean data for training models Use popular Python tools, including NumPy, Pandas, Scikit-Learn, and TensorFlow Apply ML to complex datasets with images and text Deploy ML models to a production-ready environment about the reader For readers with existing programming skills. No previous machine learning experience required. about the author Alexey Grigorev has more than ten years of experience as a software engineer, and has spent the last six years focused on machine learning. Currently, he works as a lead data scientist at the OLX Group, where he deals with content moderation and image models. He is the author of two other books on using Java for data science and TensorFlow for deep learning.

Download or read book MCAT Critical Analysis and Reasoning Skills Review 2020 2021 written by Kaplan Test Prep and published by Kaplan Publishing. This book was released on 2019-07-02 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kaplan’s MCAT Critical Analysis and Reasoning Skills Review 2020-2021 is updated to reflect the latest, most accurate, and most testable materials on the MCAT. A new layout makes our book even more streamlined and intuitive for easier review. You’ll get efficient strategies, detailed subject review, and hundreds of practice questions—all authored by the experts behind the MCAT prep course that has helped more people get into medical school than all other major courses combined. Efficient Strategies and In-Depth Review New to this edition: Entirely revamped content with updated methods for the latest challenges the testmaker has built into the exam High Yield badges indicate the most testable content based on AAMC materials Concept summaries that boil down the need-to-know information in each chapter, including any necessary equations to memorize Chapter Profiles indicate the degree to which each chapter is tested and the testmaker content categories to which it aligns Realistic Practice One-year online access to instructional videos, practice questions, and quizzes Hundreds of practice questions show you how to apply concepts Learning objectives and concept checks ensure you’re focusing on the most important information in each chapter Expert Guidance Sidebars illustrate connections between concepts and include references to more information, real-world tie ins, mnemonics, and MCAT-specific tips Comprehensive subject review written by top-rated, award-winning Kaplan instructors who guide you on where to focus your efforts and how to organize your review. All material is vetted by editors with advanced science degrees and by a medical doctor. We know the test: The Kaplan MCAT team has spent years studying every MCAT-related document available, and our experts ensure our practice questions and study materials are true to the test

Download or read book MCAT Critical Analysis and Reasoning Skills Review 2019 2020 written by Kaplan Test Prep and published by Simon and Schuster. This book was released on 2018-07-03 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kaplan's MCAT Critical Analysis and Reasoning Skills Review 2019-2020 offers an expert study plan, detailed subject review, and hundreds of online and in-book practice questions – all authored by the experts behind the MCAT prep course that has helped more people get into medical school than all other major courses combined. Prepping for the MCAT is a true challenge. Kaplan can be your partner along the way – offering guidance on where to focus your efforts and how to organize your review. This book has been updated to match the AAMC's guidelines precisely—no more worrying if your MCAT review is comprehensive! The Most Practice More than 350 questions in the book and access to even more online – more practice than any other MCAT CARS book on the market. The Best Practice Comprehensive CARS subject review is written by top-rated, award-winning Kaplan instructors. Expanded content review for research design and the execution of research, and data-based and statistical analysis. All material is vetted by editors with advanced science degrees and by a medical doctor. Online resources, including a full-length practice test, help you practice in the same computer-based format you'll see on Test Day. Expert Guidance We know the test: The Kaplan MCAT team has spent years studying every MCAT-related document available. Kaplan's expert psychometricians ensure our practice questions and study materials are true to the test.

Download or read book CompTIA DataX Study Guide written by Fred Nwanganga and published by John Wiley & Sons. This book was released on 2024-07-19 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Demonstrate your Data Science skills by earning the brand-new CompTIA DataX credential In CompTIA DataX Study Guide: Exam DY0-001, data scientist and analytics professor, Fred Nwanganga, delivers a practical, hands-on guide to establishing your credentials as a data science practitioner and succeeding on the CompTIA DataX certification exam. In this book, you'll explore all the domains covered by the new credential, which include key concepts in mathematics and statistics; techniques for modeling, analysis and evaluating outcomes; foundations of machine learning; data science operations and processes; and specialized applications of data science. This up-to-date Study Guide walks you through the new, advanced-level data science certification offered by CompTIA and includes hundreds of practice questions and electronic flashcards that help you to retain and remember the knowledge you need to succeed on the exam and at your next (or current) professional data science role. You'll find: Chapter review questions that validate and measure your readiness for the challenging certification exam Complimentary access to the intuitive Sybex online learning environment, complete with practice questions and a glossary of frequently used industry terminology Material you need to learn and shore up job-critical skills, like data processing and cleaning, machine learning model-selection, and foundational math and modeling concepts Perfect for aspiring and current data science professionals, CompTIA DataX Study Guide is a must-have resource for anyone preparing for the DataX certification exam (DY0-001) and seeking a better, more reliable, and faster way to succeed on the test.

Download or read book Data Science Thinking written by Longbing Cao and published by Springer. This book was released on 2018-08-17 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores answers to the fundamental questions driving the research, innovation and practices of the latest revolution in scientific, technological and economic development: how does data science transform existing science, technology, industry, economy, profession and education? How does one remain competitive in the data science field? What is responsible for shaping the mindset and skillset of data scientists? Data Science Thinking paints a comprehensive picture of data science as a new scientific paradigm from the scientific evolution perspective, as data science thinking from the scientific-thinking perspective, as a trans-disciplinary science from the disciplinary perspective, and as a new profession and economy from the business perspective.