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Math Books for Machine Learning

📚 Best Books for Machine Learning Mathematics 🧠

Are you ready to embark on an exhilarating journey into the world of machine learning? To truly master this cutting-edge field, you need a solid foundation in mathematics—the language of algorithms and data analysis. Whether you’re a beginner or an experienced data enthusiast, we’ve handpicked a selection of math books that will catapult your machine learning prowess to unprecedented heights! Get ready to dive deep into the numerical realm and elevate your skills to the next level. 🚀

📖 Book 1: “Mathematics for Machine Learning” by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong 📖

Mathematics for Machine Learning

This gem of a book is an absolute must-have for anyone venturing into the realm of machine learning. Seamlessly blending theory and practice, the authors deliver a comprehensive guide to the mathematical foundations essential for success in this field. From linear algebra to calculus and optimization techniques, you’ll gain a profound understanding of the mathematical tools that power machine learning algorithms. This indispensable resource is filled with intuitive explanations, real-world examples, and interactive exercises, ensuring your journey from mathematical novice to machine learning maven is both enlightening and enjoyable!

📖 Book 2: “Pattern Recognition and Machine Learning” by Christopher M. Bishop 📖

Pattern Recognition and Machine Learning (Information Science and Statistics)

Prepare to be captivated by this masterpiece that beautifully marries pattern recognition and machine learning. Bishop’s expertise shines through every chapter as he navigates you through the intricate landscape of statistical inference and probabilistic modeling. With an emphasis on understanding mathematical concepts from a practical standpoint, this book equips you with the skills to tackle complex machine learning challenges head-on. With its accessible writing style, comprehensive coverage, and hands-on exercises, “Pattern Recognition and Machine Learning” will become your trusted companion on your journey to becoming a machine learning maestro!

📖 Book 3: “Deep Learning” by Ian Goodfellow, Yoshua Bengio, and Aaron Courville 📖

Deep Learning (Adaptive Computation and Machine Learning series)

Take a deep breath and prepare to immerse yourself in the world of deep learning—a domain where mathematics meets artificial intelligence in the most extraordinary way. Goodfellow, Bengio, and Courville have created a masterpiece that will unlock the secrets of neural networks and convolutional architectures. By interweaving the theoretical underpinnings with practical insights, this book unravels the mysteries of deep learning, empowering you to build and train your own state-of-the-art models. Embark on an exhilarating journey where calculus, linear algebra, and probability theory converge to reshape the boundaries of what’s possible!

📖 Book 4: “The Elements of Statistical Learning” by Trevor Hastie, Robert Tibshirani, and Jerome Friedman 📖

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

Get ready to delve into the fascinating world of statistical learning—a discipline that underpins the very essence of machine learning. Hastie, Tibshirani, and Friedman provide an in-depth exploration of the statistical principles that drive cutting-edge algorithms. With a treasure trove of illustrative examples and thought-provoking exercises, this book guides you through the intricate tapestry of regression, classification, and clustering techniques. Equip yourself with the tools of the trade and unravel the hidden patterns that lie within vast data sets!

🔥 Harness the Power of Mathematics and Unleash Your Machine Learning Potential! 🔥

These four math books are the catalysts that will revolutionize your machine learning journey. By mastering the mathematical foundations, you’ll gain a competitive edge in this rapidly evolving field. Whether you’re a data scientist, a programmer, or an aspiring machine learning enthusiast, these books will become your trusted companions on the road to success.

Best SAT Math Prep Book

🔥📚 Discover the Best SAT Math Books: Turbocharge Your Scores! 📚🔥

Attention, aspiring scholars and SAT conquerors! Are you ready to unlock the secrets to mastering the math section of the SAT? Look no further, for we have unearthed a hidden gem that will skyrocket your scores and propel you towards academic triumph! Introducing the following best SAT Math Books – your ultimate weapon for conquering the numbers game and clinching that dream score!

🚀 The Power of Proven Techniques 🚀

Don’t settle for mediocre prep materials when you can have access to cutting-edge strategies that guarantee success! Here are some of the best SAT math prep books recommended by experts:

“The Official SAT Study Guide” by The College Board

This comprehensive guide is the holy grail of SAT preparation. It includes real SAT questions from past exams, detailed answer explanations, and valuable test-taking strategies. With eight full-length practice tests, targeted practice questions, and a review of math concepts, it provides an authentic SAT experience and helps you track your progress.

The Official SAT Study Guide

“PWN the SAT: Math Guide” by Mike McClenathan

Known for its clear explanations and effective strategies, this book covers all math topics tested on the SAT. It breaks down complex concepts into easily digestible pieces, enabling you to master each topic and maximize your score. With over 350 practice questions and accompanying explanations, this guide offers ample opportunities to practice and reinforce your understanding.

PWN the SAT: Math Guide

“Dr. John Chung’s SAT Math” by Dr. John Chung

Dr. John Chung’s book is renowned for its challenging practice questions and rigorous content. It focuses on building a solid foundation of math concepts and provides in-depth explanations to help you understand the underlying principles. With over 600 practice questions, including those from previous SAT exams, this book offers extensive practice to enhance your problem-solving skills.

Dr. John Chung’s SAT Math

“SAT Prep Black Book: The Most Effective SAT Strategies Ever Published” by Mike Barrett

This book offers a unique approach to SAT preparation, focusing on understanding the SAT’s logic and mindset. It provides comprehensive explanations of SAT questions, strategies for each section, and tips to avoid common traps. With detailed walkthroughs of real SAT questions and a step-by-step guide to creating your own personalized study plan, this book equips you with the tools for success.

SAT Prep Black Book: The Most Effective SAT Strategies Ever Published

“The College Panda’s SAT Math: Advanced Guide and Workbook” by Nielson Phu

Geared towards students aiming for a top-notch score, this book delves into advanced math topics tested on the SAT. It covers challenging concepts such as advanced algebra, coordinate geometry, and trigonometry. With over 500 practice questions and multiple full-length practice tests, this guide helps you master the most difficult math problems and ace the SAT Math section.

The College Panda’s SAT Math: Advanced Guide and Workbook for the New SAT

📖 Comprehensive Content, Crystal Clear Explanations 📖

Let’s face it – SAT math can be daunting. But fear not, for the SAT Math prep books above have got your back! Packed with comprehensive content covering every essential topic, the books cover the essentials of SAT math. Each concept is explained in a crystal-clear manner, allowing you to grasp even the most complex mathematical ideas effortlessly. Say goodbye to confusion and hello to confidence!

🏆 Unrivaled Practice Makes Perfect 🏆

We all know that practice makes perfect, and the SAT Math prep books ensure you have ample opportunities to sharpen your skills. Featuring a treasure trove of practice questions and full-length mock exams, the books provide the ideal platform for you to put your newfound knowledge to the test. With each problem you solve, you inch closer to SAT math mastery!

🎯 The Shortcut to Success 🎯

Why waste precious time and effort searching for various resources when the ultimate SAT math prep solution is right here, within your grasp? The SAT Math prep books are your shortcut to success! They save students a lot of time by focusing on what is essential and likely to be tested. Imagine the confidence radiating from you as you walk into the SAT exam, armed with unrivaled knowledge and an unbeatable strategy. Success is no longer a dream; it’s a reality waiting to be seized!

🌟 Turbocharge Your Scores with the SAT Math Prep Books! 🌟

Time is of the essence! The SAT Math prep books are your ticket to unlocking academic excellence and propelling yourself towards a bright future. Don’t let this opportunity slip through your fingers. Grab your copy now and embark on a transformative journey towards SAT math domination!

Best GRE Math Prep Book

Best GRE Quant Prep Book

Are you ready to conquer the GRE Math (Quantitative) section and leave it trembling in fear? Are you on the hunt for the ultimate weapon to boost your math scores and secure your spot in the top percentile? Look no further! We are about to reveal the best-kept secret that will skyrocket your math prowess: the best GRE Math prep book recommendations handpicked just for you!

Now, you might be wondering, “What is the best GRE prep book out there?” These are no ordinary textbooks. They are game-changers, formidable weapons forged by the brightest math minds, tailored specifically to tackle the challenging GRE Math Quant section.

But don’t just take our word for it. Let’s dive into the actual book recommendations that have garnered glowing reviews and transformed countless aspiring test-takers into math champions:

“5 lb. Book of GRE Practice Problems” by Manhattan Prep

This behemoth of a book packs a punch with over 1,800 practice problems covering all areas of the GRE, including math. With detailed explanations for every problem, this comprehensive resource will strengthen your math skills and boost your confidence. It’s the perfect companion for those aiming to excel in the GRE Math section.

5 lb. Book of GRE Practice Problems Problems on All Subjects

“GRE Math Workbook” by Kaplan Test Prep

Kaplan is a trusted name in test preparation, and their GRE Math Workbook lives up to the reputation. Packed with targeted practice sets, this workbook hones your skills in the specific math areas tested on the GRE. The step-by-step explanations and test-taking strategies provided will ensure you’re well-prepared for the math challenges that lie ahead.

GRE Math Workbook: Score Higher with 1,000+ Drills & Practice Questions (Kaplan Test Prep)

“Official GRE Quantitative Reasoning Practice Questions” by Educational Testing Service (ETS)

Who better to turn to for GRE preparation than the creators of the exam themselves? ETS offers this official guide that includes real GRE questions to help you familiarize yourself with the test format. The book features hundreds of authentic practice questions, allowing you to gauge your math proficiency and identify areas that need improvement.

Official GRE Quantitative Reasoning Practice Questions

“GRE Math Prep Course” by Jeff Kolby

This comprehensive prep course offers a systematic approach to mastering GRE Math. With clear explanations, worked examples, and practice exercises, it covers all the essential topics and strategies you need to excel. The book also includes tips on how to manage your time effectively during the exam, ensuring you perform your best under pressure.

GRE Math Prep Course (Nova’s GRE Prep Course)

“GRE Math Bible” by Jeff Kolby and Derrick Vaughn

The GRE Math Bible lives up to its name, providing comprehensive coverage of the math concepts and techniques tested on the GRE. It offers a wealth of practice questions with detailed solutions, allowing you to reinforce your understanding and improve your problem-solving skills. With its focused approach, this book will help you unlock your maximum math potential.

GRE Math Bible

Remember, success favors the bold! Don’t settle for mediocrity when you can excel in the GRE Math section. Grab one or more of these highly recommended books today and embark on your journey to math mastery!

P.S. Act now and take advantage of the incredible resources available for GRE Math preparation. Alongside these books, you’ll find valuable tips, study guides, and additional practice materials to enhance your GRE Math preparation. Don’t miss out on this opportunity to skyrocket your math scores and secure your future success. Visit reputable online retailers or local bookstores to get your hands on the best GRE Math prep books today!

Michael De La De Maza Chess Book

Chess Books for Adults

This book is quite famous, or some may say “infamous”, in the circle of Chess books. The author is an adult player who managed to gain roughly 400 rating points in 400 days. To be precise, he gained 400 USCF rating points in the first year, and almost 300 USCF rating points in the second year, finally ending up with a rating of 2041. His original rating was 1321.

This is quite a meteoric rise for an adult. It is well documented that for many reasons, adults tend to improve slower than children when learning chess. Similarly, for music, languages, etc. Firstly, children’s brains are more “plastic” and flexible, and they have more time and less outside commitments to study chess.

The basic principles in his book seems to be to study tactics, which are “combo moves” in chess that can change the course of the game. Making a tactical mistake can spell the end of the game for either player.

Rapid Chess Improvement (Everyman Chess)

The opposite of tactics is strategy. Strategic masters are Anatoly Karpov, Tigran Petrosian, and the current World Champion Magnus Carlsen. They play in a calm and controlled manner and accumulate a small advantage. Strategic mistakes tend not to lose immediately, but may lead to a slow and steady deterioration of the position.

The best author on strategic chess (for beginning to intermediate players) is probably Jeremy Silman. His book “The Amateur’s Mind” is a classic book:

The Amateur’s Mind: Turning Chess Misconceptions into Chess Mastery

Excellent Math Books for General Audience

Reading Math “General Audience” books can be a really enlightening experience. Not as dense as Math textbooks, they tell the story behind the great discoveries of Mathematicians. It is an excellent choice for parents who want to inspire and motivate their child about the beauty of Math, which is not just about exams / doing endless exercises.

Recently two books on the Poincare conjecture on Amazon caught my eye. This is the famous conjecture solved recently by Grigori Perelman, who is the first person ever to reject the Fields Medal. Definitely looking forward to read these two books.

The Poincare Conjecture: In Search of the Shape of the Universe

Poincare’s Prize: The Hundred-Year Quest to Solve One of Math’s Greatest Puzzles

让孩子读书更厉害的书籍

现在的家长都很注重孩子的学习，但是有时候孩子不专注，或者对学习没兴趣怎么办？

俗话说：你可以把马牵到水边，但你无法强迫它饮水（意指有的事情必需本人自愿，强迫无济于事）；老牛不喝水，不能强按头。

可见，强逼孩子读书是没有用的，反而会造成孩子厌倦学习。最重要是培养孩子读书的兴趣，这样往往事半功倍，孩子的学习成绩突飞猛进。

在此，让我介绍一些帮忙孩子读书厉害的书：

1）我的第一本专注力训练书（专注的孩子更聪明）

现在很多孩子都有多动症，就算没有多动症也很难静下来读书，这是21世纪普遍的问题。因为现在太多引诱，比如电脑，手机，电视。毋庸置疑，专注的孩子更聪明，学习也肯定比较好。《我的第一本专注力训练书》为《看到找不到》系列之精彩合集。精选本系列中最经典和最受欢迎的形象页面，按综合难度由易到难编排，增加了专注能量级的划分和“目标锁定”等小细节，提升孩子寻找之后的成就感，逐步提升专注力、记忆力、观察力三大能力。《我的第一本专注力训练书》足足128页，让孩子一次玩得过瘾、找得开心。

2）学会提问(原书第10版)

学会提问是一门很大的学问。批判性思维领域“圣经”之作！权威大师30年畅销不衰的经典！史上最有内涵的思维训练书！亚马逊思维科学领域no.1！俞敏洪高度推荐美国大学生人手一本！打开心智，提早具备未来创新人才的核心竞争力！

3) 棚车少年(套装共8册)(中英双语)（当孩子遇到挫折，这本书能让他们笑着面对人生）

天下没有100%顺利的事，孩子总有一天会遇到挫折。遇到挫折该怎么办，怎么面对？读了这本书能让孩子笑着面对人生，不如买给孩子看看。这本书是中英双语，还能帮助孩子练习语文。《棚车少年》：亨利、杰西、维莉、班尼四兄妹从小就是孤儿，他们知道自己有一个爷爷在绿野镇，但是他们不喜欢他。为了躲避爷爷，孩子们在一个破旧的棚车里安了家，开始相依为命的生活。他们积极向上，阳光开朗，不惧生活的挫折。不仅如此，他们还相互帮助，一起寻找生活的乐趣，在树林里安家、收留小狗望望、探宝、自由赛……最后爷爷找到了他们，原来爷爷很年轻、慈祥、很爱他们。最后他们跟爷爷一起回家，过上幸福快乐的日子。

Rote learning has to make way for digital literacy: Heng Swee Keat

Source: http://www.channelnewsasia.com/news/singapore/rote-learning-has-to-make/779680.html

Education Minister Heng Swee Keat has said that with information readily available, rote learning has to make way for digital literacy.

SINGAPORE: Education Minister Heng Swee Keat has said that with information readily available, rote learning has to make way for digital literacy.

Speaking at the Second International Summit of the Book on Friday, Mr Heng said there is a need to place greater emphasis on critical and inventive thinking.

Whether it is a papyrus, print or the iPad, it seems that books are here to stay.

Professor Tommy Koh, chairman of the Organising Committee of the Second International Summit of the Book, and Ambassador-at-Large, said: “I think the book will endure to the end of time.

“But the form of the book has changed and will change. The container will change, the platform on which we read the book will also change.

“My children, for example, prefer to read the book either on the computer, on the iPad, on the tablet and other electronic forms. I still prefer the printed book. But in one form or another, the book will endure. There can be no human civilisation without books.”

But the question is whether readers are able to discern truths from untruths, especially in an era that is inundated with information.

Mr Heng said: “Some fear that the technologically sophisticated books of the future will dull the mind, as we no longer bother to use our imagination to render words into sounds and images.

“They worry too that we will forget to think for ourselves after we close the book because social media offers such an array of ready-made opinions that we will just pick one off the virtual shelf rather than form our own.

“We need to place greater emphasis on critical and inventive thinking, so that we may go on to imagine and create new insights.

“At the workplace, as the information revolution transforms the nature of work, our ability to move from theory to practice, to apply learning imaginatively in different contexts, and to create new knowledge, will become increasing valuable.”

Continue reading at http://www.channelnewsasia.com/news/singapore/rote-learning-has-to-make/779680.html