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Engineering
This acclaimed revision of a classic database systems text offers a complete background in the basics of database design, languages, and system implementation. It provides the latest information combined with real-world examples to help readers master concepts. All concepts are presented in a technically complete yet easy-to-understand style with notations kept to a minimum. A running example of a bank enterprise illustrates concepts at work. To further optimize comprehension, figures and examples, rather than proofs, portray concepts and anticipate results.
Mathematics for machine learning by Deisenroth
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.
CBSE PYQ (10yrs 2013-2024) PCM
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CBSE Question Banks PCMB
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Eat that frog for students
Adapted from Brian Tracy's international time-management bestseller, Eat That Frog!, this book will give today's stressed-out and overwhelmed students the tools for lifelong success.Like adults, students of all ages struggle with how to manage their time. Encountering the necessity of time management for the first time, high schoolers juggle classes, extracurricular activities (all but mandatory for college admissions), jobs, internships, family responsibilities, and more. College brings even more freedom and less structure, making time management even more critical.Brian Tracy's Eat That Frog! has helped millions around the world get more done in less time. Now this life-changing global bestseller has been adapted to the specific needs of students. Tracy offers readers tips, tools, and techniques for structuring time, setting goals, staying on task (even when you're not interested), dealing with stress, and developing the skills to achieve far more than you ever thought possible. This is the book that parents and teachers have long been wishing Tracy would write.
Low Carb, High Fat Food Revolution
You hear miraculous stories in the news all the time—a man loses 370 pounds, another is able to return ten of his twelve medications at the pharmacy, and an epileptic child suddenly stops having seizures—each experiences a miraculous change in health, all from simply changing his or her diet. Fascinatingly, these stories all have one thing in common; the subjects started eating the opposite of what they had previously been told was healthy. The dietary guidelines they had learned growing up had failed them.Medical science has long turned a blind eye to such stories. But now the tide is changing, as more and more major studies are being conducted on what the body truly needs to survive—and the findings are alarming. The belief in eating less fat and less saturated fat is mistaken. Inadvertently, this advice may be the biggest reason behind the obesity and diabetes epidemic. It’s time to take a stand; it’s time for real food again!In Low Carb, High Fat Food Revolution, Dr. Andreas Eenfeldt takes the offensive by exploring the severe systematic failures on which many of today’s dietary guidelines are based. For Eenfeldt’s patients, the solution has been a low-carb, high-fat diet that allows you to eat your fill—and still lose weight. The book concludes with a guide section full of tips and recipes—everything you need to start your own food revolution.
