{"product_id":"data-science-for-neuroimaging-by-ariel-rokem-9780691222752","title":"Data Science for Neuroimaging","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cem\u003eData Science for Neuroimaging\u003c\/em\u003e by Ariel Rokem and Tal Yarkoni delves into data science methods and tools, including programming, data management, visualisation, and machine learning, and demonstrates their application to neuroimaging research.\u003c\/p\u003e\n\n\u003cp\u003eAs the field of neuroimaging advances towards data-intensive discovery, researchers must adapt to accessing, managing, and analysing datasets on previously unimaginable scales. With an increasing emphasis on reproducibility and rigorous scientific reporting, there is a demand for higher standards of computational practice. This book provides an introduction to data science specifically tailored for neuroimaging researchers, offering methods, tools, and strategies to facilitate automated, reproducible, and scalable analysis and understanding of data.\u003c\/p\u003e\n\n\u003cp\u003eThrough guided, hands-on explorations of openly available neuroimaging datasets, \u003cem\u003eData Science for Neuroimaging\u003c\/em\u003e explains essential data science components such as programming, data management, visualisation, and machine learning. Additionally, it describes their practical application within neuroimaging, ensuring that readers develop broadly applicable data science skills that easily translate to their own research questions.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"NewSouth Books","offers":[{"title":"Default Title","offer_id":46854438355180,"sku":"9780691222752","price":89.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/9780691222752.jpg?v=1759241539","url":"https:\/\/bookhero.co.nz\/products\/data-science-for-neuroimaging-by-ariel-rokem-9780691222752","provider":"Book Hero","version":"1.0","type":"link"}