{"product_id":"effective-data-analysis","title":"Effective Data Analysis","description":"\u003cp\u003eYou’ve learned how to use Python, R, SQL, and the statistical skills needed to get started as a data analyst—so, what’s next? \u003ci\u003eEffective Data Analysis\u003c\/i\u003e bridges the gap between foundational skills and real-world application. This book provides clear, actionable guidance on transforming business questions into impactful data projects, ensuring you’re tracking the right metrics, and equipping you with a modern data analyst’s essential toolbox.\u003c\/p\u003e\u003cp\u003eIn \u003ci\u003eEffective Data Analysis\u003c\/i\u003e, you’ll gain the skills needed to excel as a data analyst, including:\u003c\/p\u003e\u003cp\u003e• Maximizing the impact of your analytics projects and deliverables\u003cbr\u003e• Identifying and leveraging data sources to enhance organizational insights\u003cbr\u003e• Mastering statistical tests, understanding their strengths, limitations, and when to use them\u003cbr\u003e• Overcoming the challenges and caveats at every stage of an analytics project\u003cbr\u003e• Applying your expertise across a variety of domains with confidence\u003c\/p\u003e\u003cp\u003e\u003ci\u003eEffective Data Analysis\u003c\/i\u003e is full of sage advice on how to be an effective data analyst in a real production environment. Inside, you’ll find methods that enhance the value of your work—from choosing the right analysis approach, to developing a data-informed organizational culture.\u003c\/p\u003e\u003cp\u003eForeword by \u003cb\u003eBarry McCardel\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003ePurchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the technology\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eData analysts need top-notch knowledge of statistics and programming. They also need to manage clueless stakeholders, navigate messy problems, and advocate for resources. This unique book covers the essential technical topics and soft skills you need to be effective in the real world.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the book\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eEffective Data Analysis\u003c\/i\u003e helps you lock down those skills along with unfiltered insight into what the job really looks like. You’ll build out your technical toolbox with tips for defining metrics, testing code, automation, sourcing data, and more. Along the way, you’ll learn to handle the human side of data analysis, including how to turn vague requirements into efficient data pipelines. And you’re sure to love author \u003cb\u003eMona Khalil’s\u003c\/b\u003e illustrations, industry examples, and a friendly writing style.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat's inside\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e• Identify and incorporate external data\u003cbr\u003e• Communicate with non-technical stakeholders\u003cbr\u003e• Apply and interpret statistical tests\u003cbr\u003e• Techniques to approach any business problem\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the reader\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWritten for early-career data analysts, but useful for all.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the author\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMona Khalil\u003c\/b\u003e is the Senior Manager of Analytics Engineering at Justworks.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003ePart 1\u003cbr\u003e1 What does an analyst do?\u003cbr\u003e2 From question to deliverable\u003cbr\u003e3 Testing and evaluating hypotheses\u003cbr\u003ePart 2\u003cbr\u003e4 Statistics you (probably) learned: T-tests, ANOVAs, and correlations\u003cbr\u003e5 Statistics you (probably) missed: Non-parametrics and interpretation\u003cbr\u003e6 Are you measuring what you think you’re measuring?\u003cbr\u003e7 The art of metrics: Tracking performance for organizational success\u003cbr\u003ePart 3\u003cbr\u003e8 Navigating sensitive and protected data\u003cbr\u003e9 The world of statistical modeling\u003cbr\u003e10 Incorporating external data into analyses\u003cbr\u003e11 The magic of well-structured data\u003cbr\u003e12 Tools and tech for modern data analytics\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","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":50506387488838,"sku":"9781633438415","price":5318.0,"currency_code":"INR","in_stock":true},{"title":"E-Book","offer_id":50506387521606,"sku":"9781633438415-2","price":4333.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/71g7QgFE-GL._SY385.jpg?v=1790329096","url":"https:\/\/cb-india.com\/products\/effective-data-analysis","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}