{"product_id":"julia-for-data-analysis","title":"Julia for Data Analysis","description":"Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more.\n\nIn Julia for Data Analysis you will learn how to:\n\nRead and write data in various formats\nWork with tabular data, including subsetting, grouping, and transforming\nVisualize your data\nBuild predictive models\nCreate data processing pipelines\nCreate web services sharing results of data analysis\nWrite readable and efficient Julia programs\n\nJulia was designed for the unique needs of data scientists: it's expressive and easy-to-use whilst also delivering super-fast code execution. Julia for Data Analysis shows you how to take full advantage of this amazing language to read, write, transform, analyze, and visualize data—everything you need for an effective data pipeline. It’s written by Bogumil Kaminski, one of the top contributors to Julia, #1 Julia answerer on StackOverflow, and a lead developer of Julia’s core data package DataFrames.jl. Its engaging hands-on projects get you into the action quickly. Plus, you’ll even be able to turn your new Julia skills to general purpose programming!\n\nForeword by Viral Shah.\n\nPurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\n\nAbout the technology\nJulia is a great language for data analysis. It’s easy to learn, fast, and it works well for everything from one-off calculations to full-on data processing pipelines. Whether you’re looking for a better way to crunch everyday business data or you’re just starting your data science journey, learning Julia will give you a valuable skill.\n\nAbout the book\nJulia for Data Analysis teaches you how to handle core data analysis tasks with the Julia programming language. You’ll start by reviewing language fundamentals as you practice techniques for data transformation, visualizations, and more. Then, you’ll master essential data analysis skills through engaging examples like examining currency exchange, interpreting time series data, and even exploring chess puzzles. Along the way, you’ll learn to easily transfer existing data pipelines to Julia.\nWhat's inside\n\nRead and write data in various formats\nWork with tabular data, including subsetting, grouping, and transforming\nCreate data processing pipelines\nCreate web services sharing results of data analysis\nWrite readable and efficient Julia programs\n\nAbout the reader\nFor data scientists familiar with Python or R. No experience with Julia required.\n\nAbout the author\nBogumil Kaminski iis one of the lead developers of DataFrames.jl—the core package for data manipulation in the Julia ecosystem. He has over 20 years of experience delivering data science projects.\n\nTable of Contents\n1 Introduction\nPART 1 ESSENTIAL JULIA SKILLS\n2 Getting started with Julia\n3 Julia’s support for scaling projects\n4 Working with collections in Julia\n5 Advanced topics on handling collections\n6 Working with strings\n7 Handling time-series data and missing values\nPART 2 TOOLBOX FOR DATA ANALYSIS\n8 First steps with data frames\n9 Getting data from a data frame\n10 Creating data frame objects\n11 Converting and grouping data frames\n12 Mutating and transforming data frames\n13 Advanced transformations of data frames\n14 Creating web services for sharing data analysis results\u003cbr\u003eASIN: 1633439364\u003cbr\u003eVSKU: GBV.1633439364.G\u003cbr\u003eCondition: Good\u003cbr\u003eAuthor\/Artist:Kaminski, Bogumil\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: Has a sturdy binding with some shelf wear. May have some markings or highlighting. Used copies may not include access codes or Cd's. Slight bending may be present.  \u003cbr\u003e","brand":"Good Books Company","offers":[{"title":"Default Title","offer_id":56585166651697,"sku":"GBV.1633439364.G","price":31.92,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0914\/3730\/2065\/files\/1633439364-0.jpg?v=1790969824","url":"https:\/\/goodbookscompany.org\/products\/julia-for-data-analysis","provider":"Good Books Company","version":"1.0","type":"link"}