Título: Hands-On Data Science with Anaconda
Autor: Dr. Yuxing Yan, James Yan
Sinopse: Annotation Develop, deploy, and streamline your data science projects with the most popular end-to-end platform, AnacondaKey Features-Use Anaconda to find solutions for clustering, classification, and linear regression-Analyze your data efficiently with the most powerful data science stack-Use the Anaconda cloud to store, share, and discover projects and librariesBook DescriptionAnaconda is an open source platform that brings together the best tools for data science professionals with more than 100 popular packages supporting Python, Scala, and R languages. Hands-On Data Science with Anaconda gets you started with Anaconda and demonstrates how you can use it to perform data science operations in the real world. The book begins with setting up the environment for Anaconda platform in order to make it accessible for tools and frameworks such as Jupyter, pandas, matplotlib, Python, R, Julia, and more. You'll walk through package manager Conda, through which you can automatically manage all packages including cross-language dependencies, and work across Linux, macOS, and Windows. You'll explore all the essentials of data science and linear algebra to perform data science tasks using packages such as SciPy, contrastive, scikit-learn, Rattle, and Rmixmod. Once you're accustomed to all this, you'll start with operations in data science such as cleaning, sorting, and data classification. You'll move on to learning how to perform tasks such as clustering, regression, prediction, and building machine learning models and optimizing them. In addition to this, you'll learn how to visualize data using the packages available for Julia, Python, and R. What you will learnPerform cleaning, sorting, classification, clustering, regression, and dataset modeling using AnacondaUse the package manager conda and discover, install, and use functionally efficient and scalable packagesGet comfortable with heterogeneous data exploration using multiple languages within a projectPerform distributed computing and use Anaconda Accelerate to optimize computational powersDiscover and share packages, notebooks, and environments, and use shared project drives on Anaconda CloudTackle advanced data prediction problemsWho this book is forHands-On Data Science with Anaconda is for you if you are a developer who is looking for the best tools in the market to perform data science. It's also ideal for data analysts and data science professionals who want to improve the efficiency of their data science applications by using the best libraries in multiple languages. Basic programming knowledge with R or Python and introductory knowledge of linear algebra is expected.
Contexto da obra
Quando a classificação é mais ampla, o contexto do livro costuma depender ainda mais de autoria, tema e edição. “Hands-On Data Science with Anaconda”, de Dr. Yuxing Yan, James Yan, publicado pela editora Packt Publishing, em 2018 e com 364 páginas, integra a categoria Livros Variados. Por isso, autoria, edição e tema acabam tendo ainda mais peso na forma de apresentar o livro.
Editora: Packt Publishing
Páginas: 364
Ano: 2018
Edição:
Linguagem: pt_BR
ISBN: 9781788831192
ISBN13: 9781788831192
Sobre a editora
Os livros da editora Packt Publishing oferecem uma experiência de leitura focada em tecnologia aplicada, com ênfase em desenvolvimento de software, automação, segurança da informação e computação avançada. O catálogo privilegia abordagens práticas, muitas vezes estruturadas em formato de receitas ou tutoriais passo a passo, que facilitam a implementação imediata de soluções técnicas. As obras exploram desde a criação de aplicações web, mobile e de inteligência artificial, até a administração de sistemas e bancos de dados, contemplando também temas emergentes como computação quântica e Internet das Coisas.
