Provides review of mathematical concepts, advice on using graphing calculators, test-taking tips, and full-length sample exams with explanatory answers.

THE PRINCETON REVIEW GETS RESULTS. Get extra preparation for an excellent AP Calculus AB & BC score with 550 extra practice questions and answers. This eBook edition has been optimized for digital reading with cross-linked questions, answers, and explanations. Practice makes perfect—and The Princeton Review’s 550 AP Calculus AB & BC Practice Questions gives you everything you need to work your way to the top. Inside, you’ll find tips and strategies for tackling and overcoming challenging questions, plus all the practice you need to get the score you want. Inside The Book: All the Practice and Strategies You Need • 2 diagnostic exams (one each for AB and BC) to help you identify areas of improvement • 2 comprehensive practice tests (one each for AB and BC) • Over 300 additional practice questions • Step-by-step techniques for both multiple-choice and free-response questions • Practice drills for each tested topic: Limits, Functions and Graphs, Derivatives, Integration, Polynomial Approximations, and Series • Answer keys and detailed explanations for each drill and test question • Engaging guidance to help you critically assess your progress

Barron’s AP Calculus is aligned with the current exam curriculum and provides comprehensive review and practice exams for both AP Calculus AB and BC. This edition includes: Three practice exams for Calculus AB and three for Calculus BC, all modified to reflect the new exam format Answer explanations for all test questions Diagnostic tests to help pinpoint strengths and weaknesses Detailed subject review covering topics for both exams Advice to students on efficient use of their graphing calculators Online Practice Test: Students will also get access to one additional full-length online AP Calculus test with all questions answered and explained.

CliffsAP study guides help you gain an edge on Advanced Placement* exams. Review exercises, realistic practice exams, and effective test-taking strategies are the key to calmer nerves and higher AP* scores. CliffsAP Calculus AB and BC is for students who are enrolled in AP Calculus AB and/or BC or who are preparing for the Advanced Placement Examination in these areas. The Calculus BC exam includes all of the material in the Calculus AB exam plus additional selected topics, notably on sequences and series. Inside, you’ll find test-taking strategies, a clear explanation of the exam format, a look at how exams are graded, and more: A topic-by-topic look at what’s on the exam Tips for test preparation Suggested approaches to free-response and multiple-choice questions Two full-length practice tests Answers to frequently asked questions about the exam Sample questions (and answers!) and practice tests reinforce what you’ve learned in areas such as limits and continuity, antiderivatives and definite integrals, and polynomial approximations. CliffsAP Calculus AB and BC also includes information on the following: Trigonometric functions Algebraic techniques for finding limits Derivatives of exponential functions Differential equations and slope fields Radius and interval of convergence of power series Numerical solutions to differential equations: Euler's Method This comprehensive guide offers a thorough review of key concepts and detailed answer explanations. It’s all you need to do your best — and get the college credits you deserve. *Advanced Placement Program and AP are registered trademarks of the College Board, which was not involved in the production of, and does not endorse this product.

Make sure you're studying with the most up-to-date prep materials! Look for the newest edition of this title, The Princeton Review AP Calculus AB Prep, 2022 (ISBN: 9780525570554, on-sale August 2021). Publisher's Note: Products purchased from third-party sellers are not guaranteed by the publisher for quality or authenticity, and may not include access to online tests or materials included with the original product.

To prepare students for the AP Calculus AB and BC Examinations.

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.