{"product_id":"effective-data-analysis-hard-and-soft-skills-to-accelerate-your-career-9781633438415","title":"Effective Data Analysis: Hard and Soft Skills to Accelerate Your Career","description":"\u003cb\u003eLearn the technical and soft skills you need to succeed in your career as a data analyst.\u003c\/b\u003e \u003cp\u003e\u003c\/p\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. \u003cp\u003e\u003c\/p\u003eIn \u003ci\u003eEffective Data Analysis\u003c\/i\u003e, you'll gain the skills needed to excel as a data analyst, including: \u003cp\u003e\u003c\/p\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 \u003cp\u003e\u003c\/p\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. \u003cp\u003e\u003c\/p\u003e Foreword by \u003cb\u003eBarry McCardel\u003c\/b\u003e. \u003cp\u003e\u003c\/p\u003e Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e Data 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. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the book\u003c\/b\u003e \u003cp\u003e\u003c\/p\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. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eWhat's inside\u003c\/b\u003e \u003cp\u003e\u003c\/p\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 \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e Written for early-career data analysts, but useful for all. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the author\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003eMona Khalil\u003c\/b\u003e is the Senior Manager of Analytics Engineering at Justworks. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eTable of Contents\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e Part 1\u003cbr\u003e 1 What does an analyst do?\u003cbr\u003e 2 From question to deliverable\u003cbr\u003e 3 Testing and evaluating hypotheses\u003cbr\u003e Part 2\u003cbr\u003e 4 Statistics you (probably) learned: T-tests, ANOVAs, and correlations\u003cbr\u003e 5 Statistics you (probably) missed: Non-parametrics and interpretation\u003cbr\u003e 6 Are you measuring what you think you're measuring?\u003cbr\u003e 7 The art of metrics: Tracking performance for organizational success\u003cbr\u003e Part 3\u003cbr\u003e 8 Navigating sensitive and protected data\u003cbr\u003e 9 The world of statistical modeling\u003cbr\u003e 10 Incorporating external data into analyses\u003cbr\u003e 11 The magic of well-structured data\u003cbr\u003e 12 Tools and tech for modern data analytics\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eMona Khalil\u003c\/b\u003e is a Data Science Manager at Greenhouse Software. Mona holds a degree in psychology from Fordham University and statistics at Baruch College, as well as having a decade of experience working with analytics and data science. Mona has worked with cross-functional teams in a variety of industries, including government, education, and HR technology.\u003cbr\u003e","brand":"Manning Publications","offers":[{"title":"Default Title","offer_id":51201494515986,"sku":"9781633438415","price":55.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_d74edfaf-5c47-41e7-9dbf-e14f23f8be2b.jpg?v=1744913142","url":"https:\/\/surprise-castle.myshopify.com\/products\/effective-data-analysis-hard-and-soft-skills-to-accelerate-your-career-9781633438415","provider":"Surprise Castle","version":"1.0","type":"link"}