Interview Preparation
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Author | : Nitin Suri |
Publisher | : Independently Published |
Total Pages | : 100 |
Release | : 2018-12-18 |
Genre | : |
ISBN | : 9781729223604 |
"A breakthrough in machine learning would be worth ten Microsofts." -Bill Gates Despite being one of the hottest disciplines in the Tech industry right now, Artificial Intelligence and Machine Learning remain a little elusive to most.The erratic availability of resources online makes it extremely challenging for us to delve deeper into these fields. Especially when gearing up for job interviews, most of us are at a loss due to the unavailability of a complete and uncondensed source of learning. Cracking the Machine Learning Interview Equips you with 225 of the best Machine Learning problems along with their solutions. Requires only a basic knowledge of fundamental mathematical and statistical concepts. Assists in learning the intricacies underlying Machine Learning concepts and algorithms suited to specific problems. Uniquely provides a manifold understanding of both statistical foundations and applied programming models for solving problems. Discusses key points and concrete tips for approaching real life system design problems and imparts the ability to apply them to your day to day work. This book covers all the major topics within Machine Learning which are frequently asked in the Interviews. These include: Supervised and Unsupervised Learning Classification and Regression Decision Trees Ensembles K-Nearest Neighbors Logistic Regression Support Vector Machines Neural Networks Regularization Clustering Dimensionality Reduction Feature Extraction Feature Engineering Model Evaluation Natural Language Processing Real life system design problems Mathematics and Statistics behind the Machine Learning Algorithms Various distributions and statistical tests This book can be used by students and professionals alike. It has been drafted in a way to benefit both, novices as well as individuals with substantial experience in Machine Learning. Following Cracking The Machine Learning Interview diligently would equip you to face any Machine Learning Interview.
Author | : Vicky Oliver |
Publisher | : Sourcebooks, Inc. |
Total Pages | : 387 |
Release | : 2005 |
Genre | : Business & Economics |
ISBN | : 1402203853 |
Packed full of the toughest interview questions and the savvy answers today's managers are looking for, this is the definitive guide to landing a job.
Author | : Richard McMunn |
Publisher | : How2Become Ltd |
Total Pages | : 161 |
Release | : 2013-05 |
Genre | : Business & Economics |
ISBN | : 1907558748 |
Author | : Victor Cheng |
Publisher | : |
Total Pages | : 0 |
Release | : 2012 |
Genre | : Business & Economics |
ISBN | : 9780984183524 |
Cheng, a former McKinsey management consultant, reveals his proven, insider'smethod for acing the case interview.
Author | : Paul FALCONE |
Publisher | : AMACOM Div American Mgmt Assn |
Total Pages | : 274 |
Release | : 2008-11-12 |
Genre | : Business & Economics |
ISBN | : 0814413528 |
More than 100,000 copies sold! Every harried interviewer knows the result of throwing out vague questions to potential employees: vague answers and potentially disastrous hiring decisions. Presented in a handy question-and-answer format, 96 Great Interview Questions to Ask Before You Hire provides readers with the tools they need to elicit honest and complete information from job candidates, plus helpful hints on interpreting the responses. The book gives interviewers everything they need to: identify high-performance job candidates • probe beyond superficial answers • spot “red flags” indicating evasions or untruths • get references to provide real information • negotiate job offers to attract winners. Included in this revised and updated edition are new material on background checks, specific challenges posed by the up-and-coming millennial generation, and ideas for reinventing the employment application to gather more in-depth information than ever before. Packed with insightful questions, this book serves as a ready reference for both managers and human resources professionals alike.
Author | : Gayle Laakmann McDowell |
Publisher | : CreateSpace |
Total Pages | : 0 |
Release | : 2011 |
Genre | : Computer programmers |
ISBN | : 9781466208681 |
Now in the 5th edition, Cracking the Coding Interview gives you the interview preparation you need to get the top software developer jobs. This book provides: 150 Programming Interview Questions and Solutions: From binary trees to binary search, this list of 150 questions includes the most common and most useful questions in data structures, algorithms, and knowledge based questions. 5 Algorithm Approaches: Stop being blind-sided by tough algorithm questions, and learn these five approaches to tackle the trickiest problems. Behind the Scenes of the interview processes at Google, Amazon, Microsoft, Facebook, Yahoo, and Apple: Learn what really goes on during your interview day and how decisions get made. Ten Mistakes Candidates Make -- And How to Avoid Them: Don't lose your dream job by making these common mistakes. Learn what many candidates do wrong, and how to avoid these issues. Steps to Prepare for Behavioral and Technical Questions: Stop meandering through an endless set of questions, while missing some of the most important preparation techniques. Follow these steps to more thoroughly prepare in less time.
Author | : Scott Meyers |
Publisher | : "O'Reilly Media, Inc." |
Total Pages | : 334 |
Release | : 2014-11-11 |
Genre | : Computers |
ISBN | : 1491908424 |
Coming to grips with C++11 and C++14 is more than a matter of familiarizing yourself with the features they introduce (e.g., auto type declarations, move semantics, lambda expressions, and concurrency support). The challenge is learning to use those features effectively—so that your software is correct, efficient, maintainable, and portable. That’s where this practical book comes in. It describes how to write truly great software using C++11 and C++14—i.e. using modern C++. Topics include: The pros and cons of braced initialization, noexcept specifications, perfect forwarding, and smart pointer make functions The relationships among std::move, std::forward, rvalue references, and universal references Techniques for writing clear, correct, effective lambda expressions How std::atomic differs from volatile, how each should be used, and how they relate to C++'s concurrency API How best practices in "old" C++ programming (i.e., C++98) require revision for software development in modern C++ Effective Modern C++ follows the proven guideline-based, example-driven format of Scott Meyers' earlier books, but covers entirely new material. "After I learned the C++ basics, I then learned how to use C++ in production code from Meyer's series of Effective C++ books. Effective Modern C++ is the most important how-to book for advice on key guidelines, styles, and idioms to use modern C++ effectively and well. Don't own it yet? Buy this one. Now". -- Herb Sutter, Chair of ISO C++ Standards Committee and C++ Software Architect at Microsoft
Author | : Gayle Laakmann McDowell |
Publisher | : |
Total Pages | : 0 |
Release | : 2013 |
Genre | : Business & Economics |
ISBN | : 9780984782819 |
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."
Author | : Lewis C. Lin |
Publisher | : |
Total Pages | : 300 |
Release | : 2017-11-06 |
Genre | : Employment interviewing |
ISBN | : 9780998120447 |
NOTE: This is the NEWER 3rd edition for the book formerly titled PM Interview Questions. -- 164 Actual PM Interview Questions From the creator of the CIRCLES Method(TM), The Product Manager Interview is a resource you don't want to miss. The world's expert in product management interviews, Lewis C. Lin, gives readers 164 practice questions to gain product management (PM) proficiency and master the PM interview including: Google Facebook Amazon Uber Dropbox Microsoft Fully Solved Solutions The book contains fully solved solutions so readers can learn, improve and do their best at the PM interview. Here are questions and sample answers you'll find in the book: Product Design How would you design an ATM for elderly people? Should Google build a Comcast-like TV cable service? Instagram currently supports 3 to 15 second videos. We're considering supporting videos of unlimited length. How would you modify the UX to accommodate this? Pricing How would you go about pricing UberX or any other new Uber product? Let's say Google created a teleporting device: which market segments would you go after? How would you price it? Metrics Imagine you are the Amazon Web Services (AWS) PM in Sydney. What are the top three metrics you'd look at? Facebook users have declined 20 percent week over week. Diagnose the problem. How would you fix the issue? Ideal Complement to Decode and Conquer Many of you have read the PM interview frameworks revealed in Decode and Conquer, including the CIRCLES(TM), AARM(TM) and DIGS(TM) Methods. The Product Manager Interview is the perfect complement to Decode and Conquer. With over 160 practice questions, you'll see what the best PM interview responses look and feel like. Brand New Third Edition Many of the sample answers have been re-written from scratch. The sample answers are now stronger and easier to follow. In total, thousands of changes have made in this brand new third edition of the book. Preferred by the World's Top Universities Here's what students and staff have to say about the Lewis C. Lin: DUKE UNIVERSITY I was so touched by your presentation this morning. It was really helpful. UNIVERSITY OF MICHIGAN I can say your class is the best that I have ever attended. I will definitely use knowledge I learned today for future interviews. COLUMBIA UNIVERSITY I'd like to let you know that your workshop today is super awesome! It's the best workshop I have been to since I came to Columbia Business School. Thank you very much for the tips, frameworks, and the very clear and well-structured instruction! UNIVERSITY OF TEXAS AT AUSTIN I wanted to reiterate how much I enjoyed your workshops today. Thank you so much for taking time out and teaching us about these much-needed principles and frameworks. I actually plan to print out a few slides and paste them on my walls! CARNEGIE MELLON UNIVERSITY I'm a very big admirer of your work. We, at Tepper, follow your books like the Bible. As a former associate product manager, I was able to connect your concepts back to my work experience back and Pragmatic Marketing training. I'm really looking forward to apply your teachings.
Author | : Dianna Podmoroff, MBA, CHRP |
Publisher | : Atlantic Publishing Company |
Total Pages | : 290 |
Release | : 2016-02-12 |
Genre | : Business & Economics |
ISBN | : 1620230666 |
This updated 2015 book contains a wide variety of carefully worded questions for both employers and job seekers. Determine personality types, the type of work a person is best suited for, and much more!