{"product_id":"think-like-a-data-scientist","title":"Think Like a Data Scientist","description":"\u003cp\u003e\u003cb\u003eSummary\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e  Think Like a Data Scientist presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. \u003c\/p\u003e\u003cp\u003ePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the Technology\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eData collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the Book\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eThink Like a Data Scientist teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat's Inside\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe data science process, step-by-step  \u003c\/li\u003e\n\u003cli\u003eHow to anticipate problems  \u003c\/li\u003e\n\u003cli\u003eDealing with uncertainty  \u003c\/li\u003e\n\u003cli\u003eBest practices in software and scientific thinking  \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e \u003cb\u003eAbout the Reader\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eReaders need beginner programming skills and knowledge of basic statistics. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003ePART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE\u003c\/b\u003e  \u003c\/li\u003e\n\u003cli\u003ePhilosophies of data science  \u003c\/li\u003e\n\u003cli\u003eSetting goals by asking good questions  \u003c\/li\u003e\n\u003cli\u003eData all around us: the virtual wilderness  \u003c\/li\u003e\n\u003cli\u003eData wrangling: from capture to domestication  \u003c\/li\u003e\n\u003cli\u003eData assessment: poking and prodding  \u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS\u003c\/b\u003e  \u003c\/li\u003e\n\u003cli\u003eDeveloping a plan  \u003c\/li\u003e\n\u003cli\u003eStatistics and modeling: concepts and foundations  \u003c\/li\u003e\n\u003cli\u003eSoftware: statistics in action  \u003c\/li\u003e\n\u003cli\u003eSupplementary software: bigger, faster, more efficient  \u003c\/li\u003e\n\u003cli\u003ePlan execution: putting it all together  \u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP\u003c\/b\u003e  \u003c\/li\u003e\n\u003cli\u003eDelivering a product  \u003c\/li\u003e\n\u003cli\u003eAfter product delivery: problems and revisions  \u003c\/li\u003e\n\u003cli\u003eWrapping up: putting the project away\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eeBook License\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eEnd-User Warranty and License Agreement\u003c\/p\u003e\u003cp\u003e1. Grant of License\u003c\/p\u003e\u003cp\u003eManning has authorized the download by you of an unrestricted number of copies of the electronic book (ebook) in any of the available formats. Manning grants you a nonexclusive, nontransferable license to use the ebook according to the terms and conditions herein. This License Agreement permits you to install the ebook on any and all your devices for your personal use only.\u003c\/p\u003e\u003cp\u003e2. Restrictions\u003c\/p\u003e\u003cp\u003eYou shall not: (1) share, resell, rent, assign, timeshare, distribute, or transfer all or part of the ebook or any rights granted hereunder to any other person; (2) duplicate the ebook, except for a single backup or archival copy; (3) remove any proprietary notices, labels, or marks from the ebook; (4) transfer or sublicense title to the ebook to any other party.\u003c\/p\u003e\u003cp\u003e3. Intellectual Property Protection\u003c\/p\u003e\u003cp\u003eThe ebook is owned by Manning and is protected by United States and international copyright and other intellectual property laws. Manning reserves all rights in the ebook not expressly granted herein. This license and your right to use the ebook terminate automatically if you violate any part of this Agreement. In the event of termination, you must remove the original and any copies of the ebook from all your devices.\u003c\/p\u003e\u003cp\u003e4. Source Code Supplementary Material\u003c\/p\u003e\u003cp\u003eAny source code files provided as a supplement to the book are freely available to the public for download. Reuse of the code is permitted, in whole or in part, including the creation of derivative works, provided that you acknowledge that you are using it and identify the source: title, publisher and year.\u003c\/p\u003e\u003cp\u003e5. Limited Warranty\u003c\/p\u003e\u003cp\u003eManning warrants that the ebook files, a copy of which you are authorized to download, are free from defects in the operational sense that they can be read by a PDF Reader or ePub reader, or other. EXCEPT FOR THIS EXPRESS LIMITED WARRANTY, MANNING MAKES AND YOU RECEIVE NO WARRANTIES, EXPRESS, IMPLIED, STATUTORY OR IN ANY COMMUNICATION WITH YOU, AND MANNING SPECIFICALLY DISCLAIMS ANY OTHER WARRANTY INCLUDING THE IMPLIED WARRANTY OF MERCHANTABILITY OR FITNESS OR A PARTICULAR PURPOSE. MANNING DOES NOT WARRANT THAT THE OPERATION OF THE EBOOK WILL BE UNINTERRUPTED OR ERROR FREE. If the ebook was purchased in the United States, the above exclusions may not apply to you as some states do not allow the exclusion of implied warranties. In addition to the above warranty rights, you may also have other rights that vary from state to state.\u003c\/p\u003e\u003cp\u003e6. Limitation of Liability\u003c\/p\u003e\u003cp\u003eIN NO EVENT WILL MANNING BE LIABLE FOR ANY DAMAGES, WHETHER ARISING FOR TORT OR CONTRACT, INCLUDING LOSS OF DATA, LOST PROFITS, OR OTHER SPECIAL, INCIDENTAL, CONSEQUENTIAL, OR INDIRECT DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE EBOOK.\u003c\/p\u003e\u003cp\u003e7. General\u003c\/p\u003e\u003cp\u003eThis Agreement constitutes the entire agreement between you and Manning and supersedes any prior agreement concerning the ebook. This Agreement is governed by the laws of the State of New York.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003ch3\u003eAbout the Author\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eBrian Godsey\u003c\/b\u003e holds a PhD in applied mathematics, is active in the academic community, and has been developing statistical software for over 10 years. In the last few years, he has been involved in startups as a co-founder, adviser, and team member.\u003c\/p\u003e","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":50506286432326,"sku":"9781633430273","price":3989.0,"currency_code":"INR","in_stock":true},{"title":"E-Book","offer_id":50506286465094,"sku":"9781633430273-2","price":4333.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/51XuuNrd-cL._SX646_BO1_204_203_200.jpg?v=1790325329","url":"https:\/\/cb-india.com\/products\/think-like-a-data-scientist","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}