This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    Lou Adler's Performance-based Hiring is more powerful than ever! We have chosen Performance-based Hiring because it's a comprehensive process, it's behaviorally grounded, managers and recruiters find it easy to use, and it works. -Marshall Utterson, Director Staffing, AIG Enterprise Services, LLC Everyone's looking for the perfect means to make effective hiring decisions. A trained interviewer armed with the right tools is the best solution. Performance-based Hiring is a proven methodology to get these results. -John Ganley, Vice President and Chief Talent Officer, Quest Software Any staffing director that doesn't send all of their people through Performance-based Hiring training is missing out on top talent, plain and simple. This should be the standard throughout the industry. -Dan Hilbert, Recruiting Manager, Valero Energy Corporation Performance-based Hiring has been the most successful recruitment tool that we have added to our organization over the past few years. In fact, these tools have not only produced amazing outcomes-in terms of selecting the best fit in an extremely tight labor market-but with a level of success among our operations customers that I have rarely seen with other HR products. -Trudy Knoepke-Campbell, Director, Workforce Planning, HealthEast(r) Care System

    In doing do, we do them and ourselves a grave disservice. We are indeed facing an unprecedented crisis of leadership, Ronald Heifetz avows, but it stems as much from our demands and expectations as from any leader's inability to meet them. His book gets at both of these problems, offering a practical approach to leadership for those who lead as well as those who look to them for answers. Fitting the theory and practice of leadership to our extraordinary times, the book promotes a new social contract, a revitalization of our civic life just when we most need it.Drawing on a dozen years of research among managers, officers, and politicians in the public realm and the private sector, among the nonprofits, and in teaching, Heifetz presents clear, concrete prescriptions for anyone who needs to take the lead in almost any situation, under almost any organizational conditions, no matter who is in charge, His strategy applies not only to people at the top but also to those who must lead without authority--activists as well as presidents, managers as well as workers on the front line.

    This bridge is a model which has been 10 years in the making. In fact, the bridge is the practical plan that Reward Gateway have used to engage with their own workforce and build the world's largest employee engagement technology company. The model, information and tips/tools provided in the book speak at a level that HR professionals will easily be able to understand and action. Build It not only contains information based on Reward Gateway's experience using the bridge, but includes case studies and research from both academics and HR practitioners who have excelled in improving employee engagement through one or more sections of the bridge.

    The success of the first five editions of Global Business Today has been based in part upon the incorporation of leading edge research into the text, the use of the up-to-date examples and statistics to illustrate global trends and enterprise strategy, and the discussion of current events within the context of the appropriate theory. Our research has shown that students and instructors alike enjoy the interesting, informative, and accessible writing style of GBT - so much so that the writing has become Charles Hill's trademark. In addition to boxed material which provides deep illustrations in every chapter, Hill carefully weaves interesting anecdotes into the narrative of the text to engage the reader.

    It includes very comprehensive coverage of Agency issues and creative work and how it is related to the IMC mix. The authors understand that marketers must look beyond traditional media in order to achieve success. In order to best communicate with consumers, advertisers must utilize a myriad of tools (advertising, public relations, direct marketing, interactive/Internet marketing, sales promotion, and personal selling); Belch/Belch is the first book to reflect the shift from the conventional methods of advertising to the more widely recognized approach of implementing an integrated marketing communications strategy. The text underscores the importance of recognizing that a firm must use all promotional tools available to convey a unified message to the consumer. The integrated marketing communications perspective (the theme of the text) catapults the reader into the business practices of the 21st century.

    Next, it introduces the measurement and reporting of cash flows, analysis and interpretation of financial statements; cost-volume-profit analysis; full costing; budgeting, and capital investment decisions. Extensive self-assessment and review questions are included, along with a detailed glossary.

    Each essay distills complex concepts and challenges into practical nuggets of useful advice, and the new edition now adds more value for leaders and managers of projects everywhere. Based on his nine years of experience as a program manager for Internet Explorer, and lead program manager for Windows and MSN, Berkun explains to technical and non-technical readers alike what it takes to get through a large software or web development project. Making Things Happen doesn't cite specific methods, but focuses on philosophy and strategy. Unlike other project management books, Berkun offers personal essays in a comfortable style and easy tone that emulate the relationship of a wise project manager who gives good, entertaining and passionate advice to those who ask. Topics in this new edition include:How to make things happenMaking good decisionsSpecifications and requirementsIdeas and what to do with themHow not to annoy peopleLeadership and trustThe truth about making datesWhat to do when things go wrongComplete with a new forward from the author and a discussion guide for forming reading groups/teams, Making Things Happen offers in-depth exercises to help you apply lessons from the book to your job. It is inspiring, funny, honest, and compelling, and definitely the one book that you and your team need to have within arm's reach throughout the life of your project. Coming from the rare perspective of someone who fought difficult battles on Microsoft's biggest projects and taught project design and management for MSTE, Microsoft's internal best practices group, this is valuable advice indeed. It will serve you well with your current work, and on future projects to come.

    Author Howard Love calls this pattern the  start-up J Curve: The toughest part of the endeavor is the time between the actual start of a new business and when the product and model are firmly established. The Start-Up J Curve gives entrepreneurs the tools they need to get through the early challenges so they can reach the primary value creation that lies beyond.Love brings thirty-five years of start-up experience to this comprehensive guide to starting a business. He outlines the six predictable stages of start-up growth and details the activities that should be undertaken at each stage to ensure success and to avoid common pitfalls. Instead of feeling lost and confused after a setback, start-up founders and investors can anticipate the challenges, overcome the obstacles, and ride the curve to the top.

    Yet, for the digital natives soon to enter the workforce, the technologies and principles behind crowdsourcing are perfectly intuitive. This generation collaborates, shares, remixes, and creates with a fluency and ease the rest of us can hardly understand. Crowdsourcing, just now starting to emerge, will in a short time simply be the way things are done.

    For performance appraisal courses Aguinis focuses on research-based findings and up-to-date applications that increase employee performance.

    The book has three parts: Principles: Part one covers the leadership principles that PMs use to lead their team to overcome adversity. When your product fails to gain traction, when your team falls apart, or when your manager gives you tough feedback—these are all opportunities to learn principles that will help you succeed. Product development: Part two covers how PMs at Facebook, Amazon, and other top companies build products. We'll walk through the end-to-end product development process— from understanding the customer problem to identifying the right product to build to executing with your team to bring the product to market. Getting the job: Part three covers how you can land a PM job and reach the interview stage at the right company. We'll prep you for the three most common types of PM interviews— product sense, execution, and behavioral—with detailed frameworks and examples for each. Hear directly from product leaders at Airbnb, Amazon, Google, and more on: How to overcome challenging situations from a VP of Product at Amazon. How to build a great product roadmap from product leaders at LinkedIn and Airbnb. How Google, Airbnb, and other top companies evaluate PM candidates from leaders at those companies. How PMs can grow their career from a Director at Instagram and Twitter. Table of Contents1. PrinciplesTake OwnershipPrioritize and ExecuteStart with WhyFind the TruthBe Radically TransparentBe Honest with Yourself2. Product DevelopmentProduct Development LoopUnderstanding the Customer ProblemSelecting a Goal MetricMission, Vision, and StrategyBuilding a Product RoadmapDefining Product RequirementsGreat Project ManagementEffective CommunicationMaking Good Decisions3. Getting the JobPreparing for the TransitionMaking the TransitionFinding the Right CompanyAcing your PM InterviewsProduct Sense InterviewExecution InterviewBehavioral InterviewYour First 30 Days4. Product Leader Interviews

    Book by Smart, Bradford D.

    In Profit from the Core, strategy expert Chris Zook revealed how to grow profitably by focusing on and achieving full potential in the core business. But what happens when your core business provides insufficient new growth or even hits the wall? In Beyond the Core, Zook outlines an expansion strategy based on putting together combinations of adjacency moves into areas away from, but related to, the core business, such as new product lines or new channels of distribution. These sequences of moves carry less risk than diversification, yet they can create enormous competitive advantage, because they stem directly from what the company already knows and does best. Based on extensive research on the growth patterns of thousands of companies worldwide, including CEO interviews with 25 top performers in adjacency growth, Beyond the Core 1) identifies the adjacency pattern that most dramatically increases the odds of success: "relentless repeatability;" 2) offers a systematic approach for choosing among a range of possible adjacency moves; and 3) shows how to time adjacency moves during a variety of typical business situations. Beyond the Core shows how to find and leverage the best avenues for growth--without damaging the heart of the firm.

    The legendary Harvey Mackay is back with the sum total of decades of sales know-how-teaching go-getters how to make the sale and hit the numbers, day in and day out.In his irrepressible and irreverent style, Mackay shares decades of solid-gold selling wisdom, with inspirational lessons such as:Big shots are just little shots who kept shooting Helping someone up won't pull you down-and could very easily pull them to your side Be like the turtle: If he didn't stick his neck out, he wouldn't get anywhere at allCovering everything from how to find the right mentor to earning the loyalty of your customers to overcoming rejection, Mackay delivers road-tested, real-world selling advice that has stood the test of time.In a digital world, the human touch has never been more decisive. And nobody connects with customers, readers, and audiences better than Harvey Mackay.