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| bcg data science internship: Case Interview Secrets Victor Cheng, 2012 Cheng, a former McKinsey management consultant, reveals his proven, insider'smethod for acing the case interview. |
| bcg data science internship: The Imagination Machine Martin Reeves, Jack Fuller, 2021-06-08 A guide for mining the imagination to find powerful new ways to succeed. We need imagination now more than ever—to find new opportunities, rethink our businesses, and discover paths to growth. Yet too many companies have lost their ability to imagine. What is this mysterious capacity? How does imagination work? And how can organizations keep it alive and harness it in a systematic way? The Imagination Machine answers these questions and more. Drawing on the experience and insights of CEOs across several industries, as well as lessons from neuroscience, computer science, psychology, and philosophy, Martin Reeves of Boston Consulting Group's Henderson Institute and Jack Fuller, an expert in neuroscience, provide a fascinating look into the mechanics of imagination and lay out a process for creating ideas and bringing them to life: The Seduction: How to open yourself up to surprises The Idea: How to generate new ideas The Collision: How to rethink your idea based on real-world feedback The Epidemic: How to spread an evolving idea to others The New Ordinary: How to turn your novel idea into an accepted reality The Encore: How to repeat the process—again and again. Imagination is one of the least understood but most crucial ingredients of success. It's what makes the difference between an incremental change and the kinds of pivots and paradigm shifts that are essential to transformation—especially during a crisis. The Imagination Machine is the guide you need to demystify and operationalize this powerful human capacity, to inject new life into your company, and to head into unknown territory with the right tools at your disposal. |
| bcg data science internship: The Data Science Handbook Field Cady, 2017-02-28 A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the discipline Finding a good data scientist has been likened to hunting for a unicorn: the required combination of technical skills is simply very hard to find in one person. In addition, good data science is not just rote application of trainable skill sets; it requires the ability to think flexibly about all these areas and understand the connections between them. This book provides a crash course in data science, combining all the necessary skills into a unified discipline. Unlike many analytics books, computer science and software engineering are given extensive coverage since they play such a central role in the daily work of a data scientist. The author also describes classic machine learning algorithms, from their mathematical foundations to real-world applications. Visualization tools are reviewed, and their central importance in data science is highlighted. Classical statistics is addressed to help readers think critically about the interpretation of data and its common pitfalls. The clear communication of technical results, which is perhaps the most undertrained of data science skills, is given its own chapter, and all topics are explained in the context of solving real-world data problems. The book also features: • Extensive sample code and tutorials using Python™ along with its technical libraries • Core technologies of “Big Data,” including their strengths and limitations and how they can be used to solve real-world problems • Coverage of the practical realities of the tools, keeping theory to a minimum; however, when theory is presented, it is done in an intuitive way to encourage critical thinking and creativity • A wide variety of case studies from industry • Practical advice on the realities of being a data scientist today, including the overall workflow, where time is spent, the types of datasets worked on, and the skill sets needed The Data Science Handbook is an ideal resource for data analysis methodology and big data software tools. The book is appropriate for people who want to practice data science, but lack the required skill sets. This includes software professionals who need to better understand analytics and statisticians who need to understand software. Modern data science is a unified discipline, and it is presented as such. This book is also an appropriate reference for researchers and entry-level graduate students who need to learn real-world analytics and expand their skill set. FIELD CADY is the data scientist at the Allen Institute for Artificial Intelligence, where he develops tools that use machine learning to mine scientific literature. He has also worked at Google and several Big Data startups. He has a BS in physics and math from Stanford University, and an MS in computer science from Carnegie Mellon. |
| bcg data science internship: The Promises We Made Rohan Jain, 2020-12-08 Raj can’t believe his luck when he gets selected for a summer internship in Switzerland. He had always dreamed of travelling, and this was his chance to explore the world. During this internship, he crosses paths with Sofia, a German student studying in Switzerland. Little did he know that this chance encounter will alter the course of his life forever. Raj finds himself falling in love with Sofia. But as their time together in Switzerland nears an end, Raj finds himself torn between the desire to confess his feelings to Sofia and the fear of losing her. Will Raj be able to tell Sofia how he feels? Will they be able to sustain a love spanning across cultural and geographical boundaries? The Promises We Made recounts the journey of two people falling in love in the most unexpected of circumstances. But destiny had something else in store – a dark twist of events that leaves the reader lamenting the vagaries of fate. |
| bcg data science internship: The Unspoken Rules Gorick Ng, 2021-04-27 Named one of 10 Best New Management Books for 2022 by Thinkers50 A Wall Street Journal Bestseller ...this guide provides readers with much more than just early careers advice; it can help everyone from interns to CEOs. — a Financial Times top title You've landed a job. Now what? No one tells you how to navigate your first day in a new role. No one tells you how to take ownership, manage expectations, or handle workplace politics. No one tells you how to get promoted. The answers to these professional unknowns lie in the unspoken rules—the certain ways of doing things that managers expect but don't explain and that top performers do but don't realize. The problem is, these rules aren't taught in school. Instead, they get passed down over dinner or from mentor to mentee, making for an unlevel playing field, with the insiders getting ahead and the outsiders stumbling along through trial and error. Until now. In this practical guide, Gorick Ng, a first-generation college student and Harvard career adviser, demystifies the unspoken rules of work. Ng distills the wisdom he has gathered from over five hundred interviews with professionals across industries and job types about the biggest mistakes people make at work. Loaded with frameworks, checklists, and talking points, the book provides concrete strategies you can apply immediately to your own situation and will help you navigate inevitable questions, such as: How do I manage my time in the face of conflicting priorities? How do I build relationships when I’m working remotely? How do I ask for help without looking incompetent or lazy? The Unspoken Rules is the only book you need to perform your best, stand out from your peers, and set yourself up for a fulfilling career. |
| bcg data science internship: Inside Nudging Steve Shu, 2016-07-14 Inside Nudging is written for management professionals and scientists to feed their thinking and discussions about implementing behavioral science initiatives (which includes behavioral economics and finance) in business settings. Situations include the incubation of innovation centers, behavioral science overlay capabilities, and advancement of existing organizations. Companies need to develop grit - the ability and fortitude to succeed. The book introduces the Behavioral GRITTM framework and covers key takeaways in leading an organization that implements behavioral science. Behavioral GRITTM stands for the business functions related to Goals, Research, Innovation, and Testing. The chapters are complemented by an appendix which covers ideas to introduce behavioral science initiatives. I argue that first a company needs to identify its goals and identify what type of predominant organization model it wants to pursue. There are five predominant organizational models I've seen. I also offer that a company should consider a number of implementation elements that may play a role during execution. Example elements include an advisory board and a behavioral science officer. Note that the purpose of this book is not to teach people about behavioral science; there are many other books out there for those purposes. That said, Inside Nudging introduces some behavioral science concepts to provide context and help develop a common language between management professionals and scientists. I see the application of behavioral science as still being in the early adoption phase. Many companies will benefit if they take time to develop the right approach. I hope Inside Nudging helps you with your journey. Stephen Shu Praise for Inside Nudging - More at www.InsideNudging.com Steve Shu's thoughtful and very readable book Inside Nudging provides a unique opportunity to understand how the research from behavioral science can be best exploited by business. While many popular books on behavioral science make a strong case for the value of the research, none have addressed how to exploit it in such a helpful and practical manner. A rarely mentioned secret brought into full view here is the fact that using behavioral science effectively is not so straightforward. Written specifically for business people and consultants Steve Shu shares his wide experience of consulting to explain the challenges and pitfalls of translating the ideas and findings of academic research into actionable solutions for real business problems. This book shows you how by giving examples of how real consultancy projects were shaped to deliver valuable results for working businesses. Inside Nudging acts as an intelligent interface between the ideas of the nerds in academia and the needs of real business people and offers tremendous potential for any business that needs to understand how people respond to their actions. - Peter Ayton, Professor, Associate Dean of Research and Deputy Dean, Social Sciences, City University London Steve Shu has written an excellent book for companies looking to get started with behavioral economics. Through his use of case studies and actionable takeaways, he does a great job showing how decades of research can be combined with other business elements to accomplish amazing results. Inside Nudging is like an executive guidebook for practitioners. - Dilip Soman, Professor and Corus Chair in Communications Strategy, Co-Director, Behavioural Economics in Action at Rotman (BEAR), Rotman School of Management, University of Toronto; Author of The Last Mile This may be a CEO or manager's first glimpse into how they can utilize behavioral science initiatives within their own company or life. - Jenna Gould, San Francisco Book Review |
| bcg data science internship: The Tao of Coaching Max Landsberg, 2015-03-05 The essence and success of The Tao of Coaching has always been its focus on the practical tips and techniques for making work more rewarding through the habit of coaching - and this philosophy continues to underpin this brand new reissue. The book's premise is simple: that to become an effective coach, managers and leaders need master only a few techniques, even though mastery obviously requires practice. Each chapter focuses on a specific technique - or Golden Rule - of coaching to help practice make perfect. Tried and tested by generations within and beyond the workplace, this succinct and engaging book gives readers the tools to: - create more time for themselves, by delegating well - build, and enjoy working with, effective teams - achieve better results - enhance their interpersonal skills. It demonstrates that coaching is not simply a matter of helping others and improving performance, but is also a powerful force for self-development and personal fulfilment. |
| bcg data science internship: Hacking the Case Interview Taylor Warfield, 2017 To land a management consulting job at any of the top firms, including McKinsey, BCG, Bain, Deloitte, L.E.K., Oliver Wyman and Accenture, you must get through several rounds of case interviews. Whether your interview is in a few weeks or even tomorrow, this book is written to get you the maximum amount of knowledge in the least amount of time. I cut out all of the filler material that some other consulting books have, and tell you everything that you need to know in a clear and direct way. With this shortcut guide, you will: Understand and become proficient at the nine different parts of a case interview, and know exactly what to say and do in each step Learn the only framework strategy that you need to memorize to craft unique and tailored frameworks for every possible case scenario Gain knowledge of basic business terms and principles so that you can develop an astute business intuition Acquire the skills to solve any market sizing or other quantitative problem Uncover how to differentiate yourself from the thousands of other candidates who are fighting to get the same job you are Practice your case interview skills with included practice cases and sample answers Also visit HackingTheCaseInterview.com for a one-week online crash course to pass your upcoming interview. |
| bcg data science internship: Ace the Data Science Interview Kevin Huo, Nick Singh, 2021 |
| bcg data science internship: The Pyramid Principle Barbara Minto, 2021 This book reveals that the mind automatically sorts information into distinctive pyramidal groupings. However, if any group of ideas are arranged into a pyramid structure in the first place, not only will it save valuable time and effort to write, it will take even less effort to read and comprehend it |
| bcg data science internship: The McKinsey Way Ethan M. Rasiel, 1999-02-22 If more business books were as useful, concise, and just plain fun to read as THE MCKINSEY WAY, the business world would be a better place. --Julie Bick, best-selling author of ALL I REALLY NEED TO KNOW IN BUSINESS I LEARNED AT MICROSOFT. Enlivened by witty anecdotes, THE MCKINSEY WAY contains valuable lessons on widely diverse topics such as marketing, interviewing, team-building, and brainstorming. --Paul H. Zipkin, Vice-Dean, The Fuqua School of Business It's been called a breeding ground for gurus. McKinsey & Company is the gold-standard consulting firm whose alumni include titans such as In Search of Excellence author Tom Peters, Harvey Golub of American Express, and Japan's Kenichi Ohmae. When Fortune 100 corporations are stymied, it's the McKinsey-ites whom they call for help. In THE MCKINSEY WAY, former McKinsey associate Ethan Rasiel lifts the veil to show you how the secretive McKinsey works its magic, and helps you emulate the firm's well-honed practices in problem solving, communication, and management. He shows you how McKinsey-ites think about business problems and how they work at solving them, explaining the way McKinsey approaches every aspect of a task: How McKinsey recruits and molds its elite consultants; How to sell without selling; How to use facts, not fear them; Techniques to jump-start research and make brainstorming more productive; How to build and keep a team at the top its game; Powerful presentation methods, including the famous waterfall chart, rarely seen outside McKinsey; How to get ultimate buy-in to your findings; Survival tips for working in high-pressure organizations. Both a behind-the-scenes look at one of the most admired and secretive companies in the business world and a toolkit of problem-solving techniques without peer, THE MCKINSEY WAY is fascinating reading that empowers every business decision maker to become a better strategic player in any organization. |
| bcg data science internship: Reimagining Global Health Paul Farmer, Arthur Kleinman, Jim Kim, Matthew Basilico, 2013-09-07 Bringing together the experience, perspective and expertise of Paul Farmer, Jim Yong Kim, and Arthur Kleinman, Reimagining Global Health provides an original, compelling introduction to the field of global health. Drawn from a Harvard course developed by their student Matthew Basilico, this work provides an accessible and engaging framework for the study of global health. Insisting on an approach that is historically deep and geographically broad, the authors underline the importance of a transdisciplinary approach, and offer a highly readable distillation of several historical and ethnographic perspectives of contemporary global health problems. The case studies presented throughout Reimagining Global Health bring together ethnographic, theoretical, and historical perspectives into a wholly new and exciting investigation of global health. The interdisciplinary approach outlined in this text should prove useful not only in schools of public health, nursing, and medicine, but also in undergraduate and graduate classes in anthropology, sociology, political economy, and history, among others. |
| bcg data science internship: 25 Top Consulting Firms WetFeet (Firm), WetFeet, 2008 |
| bcg data science internship: Hadoop For Dummies Dirk deRoos, 2014-04-14 Let Hadoop For Dummies help harness the power of your data and rein in the information overload Big data has become big business, and companies and organizations of all sizes are struggling to find ways to retrieve valuable information from their massive data sets with becoming overwhelmed. Enter Hadoop and this easy-to-understand For Dummies guide. Hadoop For Dummies helps readers understand the value of big data, make a business case for using Hadoop, navigate the Hadoop ecosystem, and build and manage Hadoop applications and clusters. Explains the origins of Hadoop, its economic benefits, and its functionality and practical applications Helps you find your way around the Hadoop ecosystem, program MapReduce, utilize design patterns, and get your Hadoop cluster up and running quickly and easily Details how to use Hadoop applications for data mining, web analytics and personalization, large-scale text processing, data science, and problem-solving Shows you how to improve the value of your Hadoop cluster, maximize your investment in Hadoop, and avoid common pitfalls when building your Hadoop cluster From programmers challenged with building and maintaining affordable, scaleable data systems to administrators who must deal with huge volumes of information effectively and efficiently, this how-to has something to help you with Hadoop. |
| bcg data science internship: Beyond Artificial Intelligence Jan Romportl, Eva Zackova, Jozef Kelemen, 2014-08-11 This book is an edited collection of chapters based on the papers presented at the conference “Beyond AI: Artificial Dreams” held in Pilsen in November 2012. The aim of the conference was to question deep-rooted ideas of artificial intelligence and cast critical reflection on methods standing at its foundations. Artificial Dreams epitomize our controversial quest for non-biological intelligence and therefore the contributors of this book tried to fully exploit such a controversy in their respective chapters, which resulted in an interdisciplinary dialogue between experts from engineering, natural sciences and humanities. While pursuing the Artificial Dreams, it has become clear that it is still more and more difficult to draw a clear divide between human and machine. And therefore this book tries to portrait such an image of what lies beyond artificial intelligence: we can see the disappearing human-machine divide, a very important phenomenon of nowadays technological society, the phenomenon which is often uncritically praised, or hypocritically condemned. And so this phenomenon found its place in the subtitle of the whole volume as well as in the title of the chapter of Kevin Warwick, one of the keynote speakers at “Beyond AI: Artificial Dreams”. |
| bcg data science internship: The Consulting Apprenticeship Steve Shu, 2015-07-16 The Consulting Apprenticeship is written for business professionals and consultants with a focus on nuances passed on during apprenticeship regarding consulting delivery. Business professionals can benefit with a jump-start approach to applying consulting principles to their business. Designed for the busy professional, The Consulting Apprenticeship is a book of forty, quick-read ideas. These forty, short chapters are divided into four sections: Consulting Mindset - This section covers consulting ways of thinking and can be adopted by both company personnel and consultants. Consulting Techniques - This section covers specific tactics and toolkit methods when using consultative approaches in the trenches as either a company- or consulting firm-practitioner. Consulting Mastery - This section covers advanced perspectives on consulting and may be more useful to either company personnel evaluating consultants or mid- to senior-level consultants. Consulting Special Situations - Whereas the prior sections are applicable to a wide variety of situations, this section covers more infrequent, specific business situations involving consultative approaches in the trenches as either a company- or consulting firm-practitioner. Each chapter of the book concludes with an optional, takeaway exercise. The exercises vary widely in terms of level of involvement. For example, in some cases you can refer to online material. In other cases, you can engage in deeper thinking or apply the concepts over an extended period of time. However you choose to use this book, consulting mastery is a lifelong pursuit. I hope this book helps you with your journey. Stephen Shu Praise for The Consulting Apprenticeship When one of the companies I worked for needed help taking its consulting organization to the next level, I hired Steve Shu. His ability to drive our management team - all with different opinions on what we should or should not do - to a 'so-what' conclusion and pragmatic next steps gave us the jump start we needed. He is one of the best and deeply understands how consulting organizations should work. His book provides great techniques as well as tools you can use immediately. - Prakash Panjwani, CEO at WatchGuard Technologies, former President and CEO of SafeNet Steve Shu has put together a comprehensive guide to the all-important nuts and bolts of being a great consultant. The information in Chapter 21, 'Eight Secret Weapons of the Modern Consultant, ' is worth the price of the book. If you're serious about being a more effective consultant, read this book. - Michael McLaughlin, Author of Winning the Professional Services Sale and Principal Consultant at MindShare Consulting LLC; former Partner at Deloitte Steve Shu has written a hands-on, highly practical guide for new management consultants and internal corporate business strategists alike. So many projects fail because they do not practice the basic consulting project management hygiene Steve describes in chapter 11. If you are new to the trade and want to greatly increase your chance of delivering successful consulting projects, read this book. - Robert Reppa, Vice President Strategy at Johnson Controls and former Partner at Booz & Company Steve Shu has written a Rosetta Stone for both new and experienced consultants. Filled with forty power-packed ideas and practical chapter takeaways, Consulting Apprenticeship is structured for busy executives to easily digest each concept. A must read for those who seek to go beyond the shallow bromides of the consulting profession, and hone their skills with deeper, more meaningful approaches. - Adrian C. Ott, Award-winning author of The 24-Hour Customer, and CEO, Exponential Edge Inc, called One of Silicon Valley's most respected strategists by Consulting Magazine |
| bcg data science internship: The Consulting Interview Bible Jenny Rae Le Roux, Kevin Gao, 2014 |
| bcg data science internship: Artificial Intelligence in Banking Introbooks, 2020-04-07 In these highly competitive times and with so many technological advancements, it is impossible for any industry to remain isolated and untouched by innovations. In this era of digital economy, the banking sector cannot exist and operate without the various digital tools offered by the ever new innovations happening in the field of Artificial Intelligence (AI) and its sub-set technologies. New technologies have enabled incredible progression in the finance industry. Artificial Intelligence (AI) and Machine Learning (ML) have provided the investors and customers with more innovative tools, new types of financial products and a new potential for growth.According to Cathy Bessant (the Chief Operations and Technology Officer, Bank of America), AI is not just a technology discussion. It is also a discussion about data and how it is used and protected. She says, In a world focused on using AI in new ways, we're focused on using it wisely and responsibly. |
| bcg data science internship: Alkoxysilanes and the Consolidation of Stone George Wheeler, 2005 Stone is one of the oldest building materials, and its conservation ranks as one of the most challenging in the field. The use of alkoxysilanes in the conservation of stone can be traced as far back as 1861, when A. W. von Hoffman suggested their use for the deteriorating limestone on the Houses of Parliament in London. Alkoxysilane-based formulations have since become the material of choice for the consolidation of stone outdoors.^l This volume, the first to cover comprehensively alkoxysilanes in stone consolidation, synthesizes the subject's vast and extensive literature, which ranges from production of alkoxysilanes in the nineteenth century to the extensive contributions from sol-gel science in the 1980s and 90s. Included are a historical overview, an annotated bibliography, and discussions of the following topics: the chemistry and physics of alkoxysilanes and their gels; the influence of stone type; commercial and noncommercial formulations; practice; lab and field evaluation of service life; and recent developments. This book is designed for conservators, scientists, and preservation architects in the field of stone conservation and will also serve as an indispensable introduction to the subject for students of art conservation and historic preservation. |
| bcg data science internship: The Boston Consulting Group on Strategy Carl W. Stern, Michael S. Deimler, 2012-06-14 A collection of the best thinking from one of the most innovative management consulting firms in the world For more than forty years, The Boston Consulting Group has been shaping strategic thinking in business. The Boston Consulting Group on Strategy offers a broad and up-to-date selection of the firm's best ideas on strategy with fresh ideas, insights, and practical lessons for managers, executives, and entrepreneurs in every industry. Here's a sampling of the provocative thinking you'll find inside: You have to be the scientist of your own life and be astonished four times:at what is, what always has been, what once was, and what could be. The majority of products in most companies are cash traps . . . .[They] are not only worthless, but a perpetual drain on corporate resources. Use more debt than your competition or get out of the business. When information flows freely, reputation, more than reciprocity,becomes the basis for trust. As a strategic weapon, time is the equivalent of money, productivity,quality, even innovation. When brands become business systems, brand management becomes far too important to leave to the marketing department. The winning organization of the future will look more like a collection ofjazz ensembles than a symphony orchestra. Most of our organizations today derive from a model whose original purpose was to control creativity. Rather than being an obstacle, uncertainty is the very engine of transformation in a business, a continuous source of new opportunities. IP assets lack clear property lines. Every bit of intellectual property you can own comes with connections to other valuable innovations. |
| bcg data science internship: Vault Guide to the Top 25 Consulting Firms , 2013 The;Vault Guide to the Top 25 Consulting Firms, ;European Edition has arrived for 2014--the eighth edition of this invaluable career guide. |
| bcg data science internship: Dimensions Netra Hirani, 2021-08-17 ‘Dimensions’ teleports you to a poetic crossroad of Desire, Delusions, Denial, Dreams, and Dilemma. Every poem in this book has been painted with colours of different dimensions- some touching your heart, some teasing your mind and some tickling your soul. “It’s an enigma, a paradox, a crossfade of two spaces sashaying past each other.”- Shruti Kohli “An emotion-laden verse-prose anthology that tugs at your heart and makes you smile.”- Chitrangada Mukherjee “Her poems reminded me of my own teenage years.”- Aditya Gautam “This multidimensional ode to myriad moments of life is unencumbered, raw, and soul-stirring. Highly recommended for those that have lost, as well as found.”- Ayan Pal |
| bcg data science internship: Magical Powers of Gratitude CA Shivani Gupta, CA Narendra Seksaria, Haresh Hirani, 2024-03-07 Do you believe in M.A.G.I.C.? Dive into the pages of this captivating book and awaken the Magical Powers of Gratitude within you. What sets “MPG” apart is the team of 18 authors’ personal encounters in their real-lives, while applying the principles of ‘The Magic’ by Rhonda Byrne, resulting in miraculous and unexpected transformations. Are you ready to witness astonishing transformations in your life, unveiling a world of wonders and mysterious occurrences? Discover the secrets within these pages that can lead to deep changes and enhancements in your relationships, health, finances, career, your approach to food and overall well-being. Why you should read MPG: • Receive a treasure chest of wisdom • Transform your mistakes into blessings • Experience astonishing miracles in your health • Switch to a positive world of joy & happiness all around • Embrace proximity with people who can majorly impact your journey • Undergo significant improvements in your relationships • Witness your wildest dreams manifest into reality • Achieve abundance in all areas of your life • Create a legacy for future generations Does all this intrigue you? “Magical Powers of Gratitude” is the key that has the potential to unlock the doors of luck for you. Your magical journey begins within these pages. Manifest ‘The Magic!’ |
| bcg data science internship: Case in Point Marc Cosentino, 2011 Marc Cosentino demystifies the consulting case interview. He takes you inside a typical interview by exploring the various types of case questions and he shares with you the acclaimed Ivy Case System which will give you the confidence to answer even the most sophisticated cases. The book includes over 40 strategy cases, a number of case starts exercises, several human capital cases, a section on marketing cases and 21 ways to cut costs. |
| bcg data science internship: Cracking the Data Science Interview Maverick Lin, 2019-12-17 Cracking the Data Science Interview is the first book that attempts to capture the essence of data science in a concise, compact, and clean manner. In a Cracking the Coding Interview style, Cracking the Data Science Interview first introduces the relevant concepts, then presents a series of interview questions to help you solidify your understanding and prepare you for your next interview. Topics include: - Necessary Prerequisites (statistics, probability, linear algebra, and computer science) - 18 Big Ideas in Data Science (such as Occam's Razor, Overfitting, Bias/Variance Tradeoff, Cloud Computing, and Curse of Dimensionality) - Data Wrangling (exploratory data analysis, feature engineering, data cleaning and visualization) - Machine Learning Models (such as k-NN, random forests, boosting, neural networks, k-means clustering, PCA, and more) - Reinforcement Learning (Q-Learning and Deep Q-Learning) - Non-Machine Learning Tools (graph theory, ARIMA, linear programming) - Case Studies (a look at what data science means at companies like Amazon and Uber) Maverick holds a bachelor's degree from the College of Engineering at Cornell University in operations research and information engineering (ORIE) and a minor in computer science. He is the author of the popular Data Science Cheatsheet and Data Engineering Cheatsheet on GCP and has previous experience in data science consulting for a Fortune 500 company focusing on fraud analytics. |
| bcg data science internship: Business Intelligence Demystified Anoop Kumar V K, 2021-09-25 Clear your doubts about Business Intelligence and start your new journey KEY FEATURES ● Includes successful methods and innovative ideas to achieve success with BI. ● Vendor-neutral, unbiased, and based on experience. ● Highlights practical challenges in BI journeys. ● Covers financial aspects along with technical aspects. ● Showcases multiple BI organization models and the structure of BI teams. DESCRIPTION The book demystifies misconceptions and misinformation about BI. It provides clarity to almost everything related to BI in a simplified and unbiased way. It covers topics right from the definition of BI, terms used in the BI definition, coinage of BI, details of the different main uses of BI, processes that support the main uses, side benefits, and the level of importance of BI, various types of BI based on various parameters, main phases in the BI journey and the challenges faced in each of the phases in the BI journey. It clarifies myths about self-service BI and real-time BI. The book covers the structure of a typical internal BI team, BI organizational models, and the main roles in BI. It also clarifies the doubts around roles in BI. It explores the different components that add to the cost of BI and explains how to calculate the total cost of the ownership of BI and ROI for BI. It covers several ideas, including unconventional ideas to achieve BI success and also learn about IBI. It explains the different types of BI architectures, commonly used technologies, tools, and concepts in BI and provides clarity about the boundary of BI w.r.t technologies, tools, and concepts. The book helps you lay a very strong foundation and provides the right perspective about BI. It enables you to start or restart your journey with BI. WHAT YOU WILL LEARN ● Builds a strong conceptual foundation in BI. ● Gives the right perspective and clarity on BI uses, challenges, and architectures. ● Enables you to make the right decisions on the BI structure, organization model, and budget. ● Explains which type of BI solution is required for your business. ● Applies successful BI ideas. WHO THIS BOOK IS FOR This book is a must-read for business managers, BI aspirants, CxOs, and all those who want to drive the business value with data-driven insights. TABLE OF CONTENTS 1. What is Business Intelligence? 2. Why do Businesses need BI? 3. Types of Business Intelligence 4. Challenges in Business Intelligence 5. Roles in Business Intelligence 6. Financials of Business Intelligence 7. Ideas for Success with BI 8. Introduction to IBI 9. BI Architectures 10. Demystify Tech, Tools, and Concepts in BI |
| bcg data science internship: Theoretical Statistics Robert W. Keener, 2010-09-08 Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics is not essential. The presentation is designed to expose students to as many of the central ideas and topics in the discipline as possible, balancing various approaches to inference as well as exact, numerical, and large sample methods. Moving beyond more standard material, the book includes chapters introducing bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and analysis. The book has a rich collection of exercises. Several of them illustrate how the theory developed in the book may be used in various applications. Solutions to many of the exercises are included in an appendix. |
| bcg data science internship: Confessions of an Economic Hit Man John Perkins, 2004-11-09 Perkins, a former chief economist at a Boston strategic-consulting firm, confesses he was an economic hit man for 10 years, helping U.S. intelligence agencies and multinationals cajole and blackmail foreign leaders into serving U.S. foreign policy and awarding lucrative contracts to American business. |
| bcg data science internship: Comprehensive Business Review Capsim, 2018-08-10 Companion text to Capstone Business Simulation |
| bcg data science internship: The Firm Duff McDonald, 2014-09-30 Star financial journalist Duff McDonald uncovers how the managing consulting firm of McKinsey & Company and its high-powered, high-priced business savants have ushered in waves of structural, financial, and technological shifts to the biggest and best American organizations, revealing a list of world-shaping successes and striking failures. |
| bcg data science internship: Designing Organizations Richard M. Burton, Bo Eriksen, Dorthe Døjbak Håkonsson, Thorbjørn Knudsen, Charles C. Snow, 2008-06-25 This is a benchmark publication in the field of organization design (OD). Featured in the book are the more practical elements of implementing OD in organizations. The recent development in organization design has been sporadic; hence, this book will be an important step in creating more thoughtful research and stronger empirical analyses that take advantage of advances in estimation methods allowing for more complex causal modeling and stimulation technologies. |
| bcg data science internship: The Exponential Age Azeem Azhar, 2021-09-07 A bold exploration and call-to-arms over the widening gap between AI, automation, and big data—and our ability to deal with its effects. 2021 Financial Times Best Book of the Year We are living in the first exponential age. High-tech innovations are created at dazzling speeds; technological forces we barely understand remake our homes and workplaces; centuries-old tenets of politics and economics are upturned by new technologies. It all points to a world that is getting faster at a dizzying pace. Azeem Azhar, renowned technology analyst and host of the Exponential View podcast, offers a revelatory new model for understanding how technology is evolving so fast, and why it fundamentally alters the world. He roots his analysis in the idea of an “exponential gap” in which technological developments rapidly outpace our society’s ability to catch up. Azhar shows that this divide explains many problems of our time—from political polarization to ballooning inequality to unchecked corporate power. With stunning clarity of vision, he delves into how the exponential gap is a near-inevitable consequence of the rise of AI, automation, and other exponential technologies, like renewable energy, 3D printing, and synthetic biology, which loom over the horizon. And he offers a set of policy solutions that can prevent the growing exponential gap from fragmenting, weakening, or even destroying our societies. The result is a wholly new way to think about technology, one that will transform our understanding of the economy, politics, and the future. “Azeem is a master at interpreting a dazzling array of trends and illuminating the future. Exponential is a must read to understand the problems, promise, and paths forward on the exponential journey ahead for us as individuals, businesses, and society.” —Paul Daugherty, Group Chief Executive Officer, Technology, Accenture “With his experience as a startup entrepreneur, tech investor, innovation executive at big companies and journalist, Mr. Azhar is well-placed to decrypt these digital trends. He has a knack for interrogating and inverting conventional thinking.” —The Economist |
| bcg data science internship: Leadership Theory John P. Dugan, Natasha T. Turman, Amy C. Barnes, 2017-02-06 The facilitator's guide brings to life the content of the survey text, Leadership Theory. It offers instructive advice on how to prepare for the use of a critical perspective as well as providing practical resources to translate survey text content to practice. The facilitator's guide consists of: An overview of how to use the guide as well as recommended skills and reflection questions for educators prior to implementing material. Objectives, critical concepts, a chapter overview, and a chapter framework for each chapter from Leadership Theory Lesson plan walk-throughs containing 2-3 activities for each chapter of the survey text, with information for learning outcomes, activity setup, and additional notes for facilitation. |
| bcg data science internship: Parents Who Lead Stewart D. Friedman, Alyssa F. Westring, 2020-03-10 How working parents can lead more purposeful lives, characterized by harmony, connection, and impact. Parents in today's fast-paced, disorienting world can easily lose track of who they are and what really matters most. But it doesn't have to be this way. As a parent, you can harness the powerful science of leadership in order to thrive in all aspects of your life. Drawing on the principles of his book Total Leadership--a bestseller and popular leadership development program used in organizations worldwide--and on their experience as researchers, educators, consultants, coaches, and parents, Stew Friedman and coauthor Alyssa Westring offer a robust, proven method that will help you gain a greater sense of purpose and control. It includes tools illustrated with compelling examples from the lives of real working parents that show you how to: Design a future based on your core values Engage with your children in fresh, meaningful ways Cultivate a community of caregiving and support, in all parts of your life Experiment to discover better ways to live and work Powerful, practical, and indispensable, Parents Who Lead is the guide you need to forge a better future, foster meaningful and mutually rewarding relationships, and design sustainable solutions for creating a richer life for yourself, your children, and your world. For more information, visit ParentsWhoLead.net. |
| bcg data science internship: Vault Career Guide to Investment Banking Tom Lott, Derek Loosvelt, Mary Phillips-Sandy, Richard Roberts, Vault (Firm), 2013 Provides information on investment banking, covering the basics of financial markets, interviews, career paths, and job responsibilities. |
| bcg data science internship: Evidence-Based Recruiting: How to Build a Company of Star Performers Through Systematic and Repeatable Hiring Practices Atta Tarki, 2020-01-24 Develop and execute systematic, best-in-class hiring practices to seize—and hold—the competitive edge in your industry Defending your business from the competition through regulations, differentiated technologies, brand recognition, and other methods is no longer a sustainable competitive advantage. In today’s fast-paced, ever-changing business environment, you must take an offensive stance to keep your competitors at bay. And this groundbreaking guide provides the inspiration, the know-how, and the tools you need to achieve it. This book guides you through the process of designing and implementing a data-driven hiring strategy that will secure your business for the foreseeable future. Revealing how today’s top innovators—including Netflix and Google—dominate their industries, it shows how you can do the same by implementing systematic and repeatable processes that lead to better, more consistent hiring outcomes. You’ll learn how to: • Envision an evidence-based approach to hiring • Distinguish useful data from the data you don’t need • Use the best technologies to achieve your recruitment goals • Build an effective talent-acquisition team • Improve on-the-job success predictions • Design well-defined and objective measures to improve hiring outcomes • Avoid the most common hiring pitfalls Data and analytics have been reshaping countless industries as they turn from anecdotal to evidence-based practices. The recruiting and hiring processes, however, have been intuition-based. That changes today. Evidence-Based Recruiting introduces an entirely new approach—one that relies on irrefutable facts and data, enabling you and your organization to thrive in the new era of talent acquisition. |
| bcg data science internship: Handbook of Social Computing Peter A. Gloor, Francesca Grippa, Andrea Fronzetti Colladon, Aleksandra Przegalinska, 2024-03-14 Responding to the increasingly blurred boundaries between humans and technology, this innovative Handbook reveals the intricate patterns of interaction between individuals, machines, and organizations. Using cutting-edge data and analysis, expert contributors provide new insight into the rapidly growing digitalization of society. |
| bcg data science internship: Crack the Case David Ohrvall, 2003-09 |
| bcg data science internship: Research Advances of Tuberculosis Vaccine and its Implication on COVID-19 Wenping Gong, Ashok Aspatwar, Jianping Xie , Hao Li, 2024-07-22 Tuberculosis (TB) is a global infectious disease caused by the Mycobacterium tuberculosis complex. The number of deaths caused by TB is second only to COVID-19. Therefore, vaccination plays an essential role in the prevention and control of TB. However, the efficacy of currently licensed TB vaccine, bacilli Calmette-Guérin (BCG), varies from 0%-80% in adults, and the protection only lasts for 10-15 years. Thus, there is an urgent need to develop advanced TB vaccines against TB infections. |
| bcg data science internship: Case in Point Marc Cosentino, Mukund Jain, 2016 The use of complex graphs in case interviews has exploded. Interviewees have a very short time to look at the graph, analyze it, extract what is important and apply it to their answer. This book was designed to help understand the role of graphs in consulting (both during an interview and on the job). The authors introduce the Ivy Graph Framework to assist the analysis of graphs during interviews. In addition the book provides ten sophisticated cases with numerous graphs per case. |
Strategic Management Consulting | Boston Consulting Group
BCG helps global and regional financial institutions build for the future using digital innovations and an ESG focus to drive fundamental change and deliver on evolving customer demands.
BCG Treatment: What It Is, Procedure & Side Effects - Cleveland …
Mar 21, 2025 · BCG treatment is used to address early-stage bladder cancer. This includes bladder cancers that haven’t invaded your bladder wall muscle, like carcinoma in situ (in its …
About Us | Global Consulting Firm | BCG
Boston Consulting Group is a global consulting firm that partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. …
Boston Consulting Group - Wikipedia
Boston Consulting Group, Inc. (BCG) is an American global management consulting firm founded in 1963 and headquartered in Boston, Massachusetts. [3] It is one of the " Big Three " (or …
BCG vaccine - Wikipedia
The Bacillus Calmette–Guérin (BCG) vaccine is a vaccine primarily used against tuberculosis (TB). [9] It is named after its inventors Albert Calmette and Camille Guérin. [10] [11] In …
BCG Therapy for Bladder Cancer: How It Works and Side Effects
Apr 29, 2025 · What Is BCG Treatment for Bladder Cancer? Bacillus Calmette-Guérin (BCG) is the main immunotherapy used to treat early-stage bladder cancer.Immunotherapy uses your …
Home | Careers | Boston Consulting Group - BCG
As a global leader and pioneer in business strategy, Boston Consulting Group (BCG) partners with leaders across industries and society to tackle their most important challenges and unlock …
Bacille Calmette-Guérin (BCG) Vaccine for Tuberculosis
Jan 31, 2025 · Many people born outside the United States have been vaccinated with BCG. It is given to infants and small children in countries where TB is common. It protects children from …
Early Careers | Students & Recent Graduates - BCG
We value accomplishment, curiosity, and unique backgrounds and perspectives. Explore BCG's early career opportunities and jobs for recent graduates & students.
BCG Revaccination for the Prevention of Mycobacterium …
May 7, 2025 · A recent trial of BCG revaccination for the prevention of sustained M. tuberculosis infection in 2000 adult health care workers in Brazil showed a lack of vaccine efficacy against …
Strategic Management Consulting | Boston Consulting Group
BCG helps global and regional financial institutions build for the future using digital innovations and an ESG focus to drive fundamental change and deliver on evolving customer demands.
BCG Treatment: What It Is, Procedure & Side Effects - Cleveland …
Mar 21, 2025 · BCG treatment is used to address early-stage bladder cancer. This includes bladder cancers that haven’t invaded your bladder wall muscle, like carcinoma in situ (in its …
About Us | Global Consulting Firm | BCG
Boston Consulting Group is a global consulting firm that partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. …
Boston Consulting Group - Wikipedia
Boston Consulting Group, Inc. (BCG) is an American global management consulting firm founded in 1963 and headquartered in Boston, Massachusetts. [3] It is one of the " Big Three " (or …
BCG vaccine - Wikipedia
The Bacillus Calmette–Guérin (BCG) vaccine is a vaccine primarily used against tuberculosis (TB). [9] It is named after its inventors Albert Calmette and Camille Guérin. [10] [11] In …
BCG Therapy for Bladder Cancer: How It Works and Side Effects
Apr 29, 2025 · What Is BCG Treatment for Bladder Cancer? Bacillus Calmette-Guérin (BCG) is the main immunotherapy used to treat early-stage bladder cancer.Immunotherapy uses your …
Home | Careers | Boston Consulting Group - BCG
As a global leader and pioneer in business strategy, Boston Consulting Group (BCG) partners with leaders across industries and society to tackle their most important challenges and unlock …
Bacille Calmette-Guérin (BCG) Vaccine for Tuberculosis
Jan 31, 2025 · Many people born outside the United States have been vaccinated with BCG. It is given to infants and small children in countries where TB is common. It protects children from …
Early Careers | Students & Recent Graduates - BCG
We value accomplishment, curiosity, and unique backgrounds and perspectives. Explore BCG's early career opportunities and jobs for recent graduates & students.
BCG Revaccination for the Prevention of Mycobacterium …
May 7, 2025 · A recent trial of BCG revaccination for the prevention of sustained M. tuberculosis infection in 2000 adult health care workers in Brazil showed a lack of vaccine efficacy against …
