Cracking the PM Interview

Cracking the PM Interview
Author: Gayle Laakmann McDowell,Jackie Bavaro
Release: 2013-12
Editor: Unknown
Pages: 366
ISBN: 0984782818
Language: en
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DESCRIPTION BOOK:

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."

Cracking the PM Career

Cracking the PM Career
Author: Jackie Bavaro,Gayle Laakmann Mcdowell
Release: 2021-01-26
Editor: Careercup
Pages: 552
ISBN: 0984782893
Language: en
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DESCRIPTION BOOK:

Product management is a big role, and this a big book.From the authors of the best-selling Cracking the PM Interview comes the comprehensive guide to the skills, frameworks, and practices to become a great product manager. It will help you level-up your skills and career from your first product management role through product leadership.You'll learn how to:* Design high-quality products that delight users and solve people's needs.* Run and deliver your projects quickly, smoothly, and effectively.* Create product visions and strategies to set direction and optimize for long-term impact.* Lead people and influence without authority.* Manage people, develop great PMs, build great teams, and create great product organizations.* Manage your career so you can translate your efforts into the recognition you deserve.This book will teach you the reliable frameworks and best practices that improve your chances of shipping a successful product. The frameworks won't transform you into a great product manager overnight or guarantee that your products never fail, but they'll help you avoid the most common problems and give you the structure to start experimenting, reflecting, and improving.Topics include:* Getting Started: the product life cycle; the first 90 days* Product Skills: user research; A/B tests; problem solving frameworks; systems thinking; product discovery; design sprints; ethical product design; technical terms and concepts; product documentation (specs and PRDs)* Execution Skills: agile project management; minimum viable products (MVPs); incremental development; product launches; time management; overcoming obstacles* Strategic Skills: product vision; strategy; roadmaps; goals and OKRs* Leadership Skills: growth mindset; ownership mentality; influencing without authority; stakeholder management; collaboration; communication; inspiring a team; mentoring; working with designers, engineers, and executives* People Management Skills: becoming a people manager; being a member of the leadership team; reviewing work; holding people accountable; coaching and development; recruiting and interviewing; product processes; organizational structures* Careers: career ladders; career goals; partnering with your manager; picking the right team; negotiations; networking; handling bad situations; career options beyond PM

Cracking the Project Management Interview

Cracking the Project Management Interview
Author: Jim Keogh
Release: 2020-01-20
Editor: Walter de Gruyter GmbH & Co KG
Pages: 298
ISBN: 9781501505928
Language: en
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DESCRIPTION BOOK:

Cracking the Project Manager Interview is designed to help you land your ideal project management job. The book's unique two-part organization helps you through the job application process, the interviewing process, job training, and everything in between! In Part I you will learn the ins and outs of the interviewing process: how to get your application noticed, how to prepare for the interview, how to uncover hints in an interviewer's questions, and more. Part II is an extensive review of what you need to know in order to ensure success in your interview. This section includes an overview of fundamental of project management and techniques, providing a quick review for those about to go into an interview, and for those considering project management as a profession, it is a great resource to know what you will need to learn. The book provides practice interview questions and solutions, so readers can go into their interviews confidently. In addition to interview tips and tricks, readers will learn how to sell their value and determine if they fit within a specific organization. Project managers will be given an overview of the hiring process, a detailed walk-through of the various project manager careers available to them, and all the information necessary to identify and pursue their ideal career.

Decode and Conquer

Decode and Conquer
Author: Lewis C. Lin
Release: 2013-11-28
Editor: Unknown
Pages: 206
ISBN: 0615930417
Language: en
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DESCRIPTION BOOK:

Land that Dream Product Manager Job...TODAYSeeking a product management position?Get Decode and Conquer, the world's first book on preparing you for the product management (PM) interview. Author and professional interview coach, Lewis C. Lin provides you with an industry insider's perspective on how to conquer the most difficult PM interview questions. Decode and Conquer reveals: Frameworks for tackling product design and metrics questions, including the CIRCLES Method(tm), AARM Method(tm), and DIGS Method(tm) Biggest mistakes PM candidates make at the interview and how to avoid them Insider tips on just what interviewers are looking for and how to answer so they can't say NO to hiring you Sample answers for the most important PM interview questions Questions and answers covered in the book include: Design a new iPad app for Google Spreadsheet. Brainstorm as many algorithms as possible for recommending Twitter followers. You're the CEO of the Yellow Cab taxi service. How do you respond to Uber? You're part of the Google Search web spam team. How would you detect duplicate websites? The billboard industry is under monetized. How can Google create a new product or offering to address this? Get the Book that's Recommended by Executives from Google, Amazon, Microsoft, Oracle & VMWare...TODAY

The Product Manager Interview

The Product Manager Interview
Author: Lewis C. Lin
Release: 2017-11-06
Editor: Unknown
Pages: 300
ISBN: 0998120448
Language: en
Available for:

DESCRIPTION BOOK:

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.

H P Lovecraft Cthulhu Mythos Tales

H  P  Lovecraft Cthulhu Mythos Tales
Author: H. P. Lovecraft
Release: 2017-10-01
Editor: Simon and Schuster
Pages: 624
ISBN: 9781684121342
Language: en
Available for:

DESCRIPTION BOOK:

The complete Cthulhu Mythos by master horror writer H. P. Lovecraft in one volume. The Cthulhu Mythos is a collection of 23 loosely connected short stories by H. P. Lovecraft, one of the earliest masters of dark fantasy and horror. From "Dagon" to "The Call of Cthulhu" to "The Haunter of the Dark," each story connects to the ancient cosmic entities known as the Great Old Ones, buried in a deep sleep beneath the earth and incomprehensible to mankind. For the few mortals who dare to glimpse this unknowable world, the result is a complete disconnection from what was once considered reality. Lovecraft's stories are grim, fantastical, dark, horrifying—and yet endlessly fascinating.

The Google Resume

The Google Resume
Author: Gayle Laakmann McDowell
Release: 2011-01-25
Editor: John Wiley & Sons
Pages: 256
ISBN: 9781118013151
Language: en
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DESCRIPTION BOOK:

Cracking the Coding Interview

Cracking the Coding Interview
Author: Gayle Laakmann McDowell
Release: 2011
Editor: CreateSpace
Pages: 500
ISBN: 1466208686
Language: en
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DESCRIPTION BOOK:

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.

Cracking the Tech Career

Cracking the Tech Career
Author: Gayle Laakmann McDowell
Release: 2014-09-15
Editor: John Wiley & Sons
Pages: 288
ISBN: 9781118968086
Language: en
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DESCRIPTION BOOK:

Become the applicant Google can't turn down Cracking the Tech Career is the job seeker's guide to landing a coveted position at one of the top tech firms. A follow-up to The Google Resume, this book provides new information on what these companies want, and how to show them you have what it takes to succeed in the role. Early planners will learn what to study, and established professionals will discover how to make their skillset and experience set them apart from the crowd. Author Gayle Laakmann McDowell worked in engineering at Google, and interviewed over 120 candidates as a member of the hiring committee ? in this book, she shares her perspectives on what works and what doesn't, what makes you desirable, and what gets your resume saved or deleted. Apple, Microsoft, and Google are the coveted companies in the current job market. They field hundreds of resumes every day, and have their pick of the cream of the crop when it comes to selecting new hires. If you think the right alma mater is all it takes, you need to update your thinking. Top companies, especially in the tech sector, are looking for more. This book is the complete guide to becoming the candidate they just cannot turn away. Discover the career paths that run through the top tech firms Learn how to craft the prefect resume and prepare for the interview Find ways to make yourself stand out from the hordes of other applicants Understand what the top companies are looking for, and how to demonstrate that you're it These companies need certain skillsets, but they also want a great culture fit. Grades aren't everything, experience matters, and a certain type of applicant tends to succeed. Cracking the Tech Career reveals what the hiring committee wants, and shows you how to get it.

Secrets of the Product Manager Interview

Secrets of the Product Manager Interview
Author: Lewis C. Lin
Release: 2017-02-17
Editor: Unknown
Pages: 208
ISBN: 0998120421
Language: en
Available for:

DESCRIPTION BOOK:

Former Google Interviewer Reveals How to Get Multiple Job Offers Have an upcoming product manager interview? Perhaps for Google, Facebook, Amazon, or Uber? If so, find out secrets to getting multiple job offers with the world's #1 author on product management interviews: Lewis C. Lin. Secrets of the Product Manager Interview shares what to expect in your product management interviews and how to prepare. Collecting 10+ years of questions from his readers, clients, and workshop attendees, the author answers and reveals his interview secrets in a single book. The Ideal Companion to Decode and Conquer as well as PM Interview Questions Many of you enjoyed reading about the PM interview frameworks revealed in Decode and Conquer, including the CIRCLES(TM), AARM(TM) and DIGS(TM) Methods. And others enjoyed Product Manager Interview Questions for the 160+ practice questions. Secrets of the Product Manager Interview takes a different approach. It's not focused on frameworks or practice questions. Instead, it's everything you need to know about product manager interviews. You'll get his secrets on: What to expect at the interview The best way to prepare How to get the first PM job How to interpret interviewer feedback And more...

Cracking the Toughest Project Management Interview Questions

Cracking the Toughest Project Management Interview Questions
Author: Deepa Kalangi
Release: 2017-05-05
Editor: Createspace Independent Publishing Platform
Pages: 100
ISBN: 1546324135
Language: en
Available for:

DESCRIPTION BOOK:

The intent of this book is to prepare someone for a successful interview and securing a project management job. Additionally, there is a section for aspiring PM's that want to build a career in the project management area. This is one ambiguous piece of this world and some light is thrown in this section for those questions. This book is not a comprehensive guide for either doing a PMP/CAPM or any such certification. What you need to know about the author. The author of the book is PMP and Scrum Certified Program Manager that has been in the IT field for about 17 years. She has driven several cross functional, large, complex projects to completion successfully. You can know more from her blog www.careerbuggy.com. What will this book do for you? This book is written with a pure and sole intention of helping the project managers crack the interview successfully. Being a PM is one thing and being successful in every interview is another. As any software professional, one can prove their skills only if they can get past the hump of an interview. This book is written for each and everyone that are looking for a strong knowledge base for a common, yet unique set of hard Project Manager interview questions. What differentiates this book from others in the same subject. This book is written as a guide and guidance to aspiring or experienced Project Managers and is a short, concise, straight forward practical advice with clear examples for each question. With short and clear practical examples, this book is unique in the subject area.

The Product Book How to Become a Great Product Manager

The Product Book  How to Become a Great Product Manager
Author: Product School,Josh Anon
Release: 2017-05
Editor: Unknown
Pages: 316
ISBN: 0998973815
Language: en
Available for:

DESCRIPTION BOOK:

"Nobody asked you to show up." Every experienced product manager has heard some version of those words at some point in their career. Think about a company. Engineers build the product. Designers make sure it has a great user experience and looks good. Marketing makes sure customers know about the product. Sales get potential customers to open their wallets to buy the product. What more does a company need? What does a product manager do? Based upon Product School's curriculum, which has helped thousands of students become great product managers, The Product Book answers that question. Filled with practical advice, best practices, and expert tips, this book is here to help you succeed!

Swipe to Unlock

Swipe to Unlock
Author: Neel Mehta,Parth Detroja,Aditya Agashe
Release: 2017
Editor: Createspace Independent Publishing Platform
Pages: 349
ISBN: 1976182190
Language: en
Available for:

DESCRIPTION BOOK:

WANT A NON-CODING JOB AT A TECH COMPANY? Interested in product management, marketing, strategy, or business development? The tech industry is the place to be: nontechnical employees at tech companies outnumber their engineering counterparts almost 3 to 1 (Forbes, 2017). You might be worried that your lack of coding skills or tech industry knowledge will hold you back. But here's the secret: you don't need to learn how to code to break into the tech industry. Written by three former Microsoft PMs, Swipe to Unlock gives you a breakdown of the concepts you need to know to crush your interviews, like software development, big data, and internet security. We'll explain how Google's ad targeting algorithm works, but Google probably won't ask you how to explain it in a non-technical interview. But they might ask you how you could increase ad revenue from a particular market segment. And if you know how Google's ad platform works, you'll be in a far stronger position to come up with good growth strategies. We'll show you how Robinhood, an app that lets you trade stocks without commission, makes money by earning interest on the unspent money that users keep in their accounts. No one will ask you to explain this. But if someone asks you to come up with a new monetization strategy for Venmo (which lets you send and receive money without fees), you could pull out the Robinhood anecdote to propose that Venmo earn interest off the money sitting in users' accounts. We'll talk about some business cases like why Microsoft acquired LinkedIn. Microsoft interviewers probably won't ask you about the motive of the purchase, but they might ask you for ideas to improve Microsoft Outlook. From our case study, you'll learn how the Microsoft and LinkedIn ecosystems could work together, which can help you craft creative, impactful answers. You could propose that Outlook use LinkedIn's social graph to give salespeople insights about clients before meeting them. Or you could suggest linking Outlook's organizational tree to LinkedIn to let HR managers analyze their company's hierarchy and figure out what kind of talent they need to add. (We'll further explore both ideas in the book.) Either way, you're sure to impress. Learn the must know concepts of tech from authors who have received job offers for Facebook's Rotational Product Manager, Google's Associate Product Marketing Manager, and Microsoft's Program Manager to get a competitive edge at your interviews!

Cracking the TPM Code

Cracking the TPM Code
Author: Abraham Chackungal
Release: 2020-05-16
Editor: Unknown
Pages: 248
ISBN: 9798640532500
Language: en
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DESCRIPTION BOOK:

Cracking the PM Interview is a comprehensive book about landing a Technical Program Manager role in any big tech company. The book contains 80+ Questions, Sample Answers, 25+ Worksheets, 7+ Mock Interviews, Mind Maps. Questions range from Behavioural, PM specific, Technical Questions, System Design & Generic Questions. Inspiration: As interviewers, it was noticed that many stellar program managers fail in TPM interviews due to incorrect guidance. This course is primarily focused as a complete guide to master the TPM interview, both technical and non-technical. It's is created in consultation with interviewers who've been working for companies like Google, Facebook, Microsoft and Amazon. The questions you practice here, have been repeatedly asked in all these top companies. Hope our efforts help you to get your next big paycheque!

Product Management For Dummies

Product Management For Dummies
Author: Brian Lawley,Pamela Schure
Release: 2017-01-24
Editor: John Wiley & Sons
Pages: 386
ISBN: 9781119264026
Language: en
Available for:

DESCRIPTION BOOK:

Your one-stop guide to becoming a product management prodigy Product management plays a pivotal role in organizations. In fact, it's now considered the fourth most important title in corporate America—yet only a tiny fraction of product managers have been trained for this vital position. If you're one of the hundreds of thousands of people who hold this essential job—or simply aspire to break into a new role—Product Management For Dummies gives you the tools to increase your skill level and manage products like a pro. From defining what product management is—and isn't—to exploring the rising importance of product management in the corporate world, this friendly and accessible guide quickly gets you up to speed on everything it takes to thrive in this growing field. It offers plain-English explanations of the product life cycle, market research, competitive analysis, market and pricing strategy, product roadmaps, the people skills it takes to effectively influence and negotiate, and so much more. Create a winning strategy for your product Gather and analyze customer and market feedback Prioritize and convey requirements to engineering teams effectively Maximize revenues and profitability Product managers are responsible for so much more than meets the eye—and this friendly, authoritative guide lifts the curtain on what it takes to succeed.

PM Interview Workbook

PM Interview Workbook
Author: Lewis Lin
Release: 2016-08-04
Editor: Unknown
Pages: 318
ISBN: 069276853X
Language: en
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DESCRIPTION BOOK:

NOTE: This is the OLDER 1st edition. The NEWER 2nd edition, re-titled as PM Interview Questions, is available here: http://amzn.to/2crlN1l ----- Over 160 Real PM Interview Workbook from Top Tech Companies The world's expert in product management interviews, Lewis C. Lin, gives readers over 160 practice questions to gain product management (PM) proficiency and master the PM interview. The PM Interview Workbook is a resource you don't want to miss. It contains over 160 actual questions from top tech companies 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 some 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? The Perfect Complement to Cracking the PM Interview or Decode and Conquer Many of you enjoyed reading about the PM interview frameworks revealed in Cracking the PM Interview as well as Decode and Conquer, including the CIRCLES(tm), AARM(tm) and DIGS(tm) Methods. The PM Interview Workbook is the perfect complement to both books. With over 160 practice questions, you'll see what the best PM interview responses look and feel like.

Product Sense

Product Sense
Author: Peter Knudson,Braxton Bragg
Release: 2021-07-12
Editor: Unknown
Pages: 346
ISBN: 1737547910
Language: en
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DESCRIPTION BOOK:

Attempting to land a new job in product management is daunting. For starters, there have been no comprehensive blueprints for success. The interview process is grueling. Few candidates receive offers. Product Sense is the only comprehensive, yet accessible, resource available to help navigate a complex process and succeed an a hyper-competitive market. What will you learn from this book? The required PM common traits - ones that all PMs need to embody to get a job (regardless of industry, company, or product). The single, most crucial PM problem -What it is, why it is key to the role, and how to tackle it in four steps. Master our brand new "Compass Framework" - We designed our own proprietary interview framework from the ground up, which you can use to navigate product sense, execution, and leadership PM interview questions. How to get a job - A step-by-step hand-holding on what to do to land the most desired roles. Including take-home assignments, recruiter & hiring manager screens, and crafting your unique narrative - your PM Superpower. What's also inside? A detailed breakdown of the hiring criteria for PMs at FAANG and other tech companies Super-detailed example answers to tough PM interview case questions. An inside look at PM. Dozens of first-hand stories, interviews, real life examples, and no-fluff advice A robust glossary of PM terms used throughout the industry for easy reference This book will benefit those who are considering becoming PMs, those who are attempting to switch into product management from another role, or folks who are already PMs but want to be most prepared when applying for a new job. Here's what readers say about Product Sense: "Product Sense helped me understand if PM is the right career path for me. Easy to read, clear, concise, and jam-packed full of insight and examples that illustrate all the concepts, this is the perfect starting point for anyone new to the field, and goes well beyond that for those looking to advance their career." "Peter is one of the best strategic and tactical product minds I've ever worked with. For that reason, I'm not at all surprised that what he and Braxton have written here is a definitive guide to Product Management in today's ultra-competitive market." "After reading Cracking the PM Interview, I was still lost as to how to structure my answers to case questions. While I understand that there is no "right way" to answer these interview questions, I appreciated that Product Sense gave me firm and clear guidance, walking me through the basics of PM thinking and how to adopt it in my interview answers. It was reassuring to see that the best mock interviews have all of the elements of Product Sense's Compass Framework. If CTPMI is the first step to prepare for landing a PM Role, then Product Sense is definitely the second step."

Preparing for Product Interviews A Product ive Guide to Landing a Job in PM

Preparing for Product Interviews  A Product ive Guide to Landing a Job in PM
Author: Advaith Sridhar,Akash Ramdas
Release: 2019-08-27
Editor: Prowess Publishing
Pages: 138
ISBN: 9781545747407
Language: en
Available for:

DESCRIPTION BOOK:

Preparing for Product Interviews is a one-stop guide for anyone wishing to successfully ace a Product Management Interview and land a job in PM. The book contains sample interview cases for the different types of product cases, as well as information on how to get shortlisted for PM interviews. Apart from these, the book contains interviews with established Product Managers in the global technology industry, which will help you better understand the PM role.

The Product Manager Interview 4th Ed

The Product Manager Interview  4th Ed
Author: Lewis Lin
Release: 2019-06-25
Editor: Unknown
Pages: 329
ISBN: 0998120480
Language: en
Available for:

DESCRIPTION BOOK:

Cracking The Machine Learning Interview

Cracking The Machine Learning Interview
Author: Nitin Suri
Release: 2018-12-18
Editor: Independently Published
Pages: 100
ISBN: 1729223605
Language: en
Available for:

DESCRIPTION BOOK:

"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.