{"product_id":"data-science-toolbox-for-beginners-emmanuel-a-bamidele-ph-d-9798874171407","title":"Data Science ToolBox for Beginners: Learn Essentials tools like Pandas, Dask, Numpy, Matplotlib, Seaborn, Scikit-learn, Scipy, TensorFlow\/Keras, Plotl","description":"\u003cp\u003eGet into the world of data science with \"Data Science Toolbox for Beginners\" your comprehensive resource for becoming proficient with the foundational tools and techniques of data science. Whether you're a novice stepping into this fascinating field or a practitioner seeking to brush up on your skills, this book is designed to equip you with the knowledge and hands-on experience you need to excel.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You'll Discover: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eChapter 1: Basic Python for Data Analysis\u003c\/b\u003e: Learn the basic concepts of function, enough to get started with data analysis and data science.\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 2: NumPy Mastery\u003c\/b\u003e: Learn the ins and outs of NumPy, from basic array creation and manipulation to advanced statistical methods and linear algebra functions.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 3: Pandas for Data Manipulation and Analysis\u003c\/b\u003e: Unlock the power of Pandas for efficient data handling, including data structures, importing\/exporting data, cleaning, transformation, and advanced data operations.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 4: Scaling with Dask\u003c\/b\u003e: Explore how Dask complements Pandas by enabling scalable data analysis, offering insights into its core components, arrays, machine learning capabilities, and distributed computing.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 5: Data Visualization with Matplotlib\u003c\/b\u003e: Master the art of data visualization using Matplotlib. Learn to create a variety of plots, customize aesthetics, and effectively present your data.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 6: Seaborn for Statistical Data Visualization\u003c\/b\u003e: Delve into Seaborn for sophisticated statistical data visualization, including distribution visualizations, categorical data plots, and styling.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 7: Interactive Visualizations with Plotly\u003c\/b\u003e: Elevate your data presentations with interactive Plotly visualizations, ranging from simple line plots to complex 3D plots, interactive maps, and financial charts.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 8: Machine Learning with Scikit-Learn\u003c\/b\u003e: Get hands-on with Scikit-Learn for machine learning, covering everything from data preprocessing and model selection to supervised and unsupervised learning.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 9: Deep Learning with TensorFlow and Keras\u003c\/b\u003e: Step into the world of deep learning. Create, compile, and train models with TensorFlow and Keras, and explore different model-building techniques.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 10: Statistical Analysis Fundamentals\u003c\/b\u003e: Understand the core concepts of statistical analysis, including descriptive statistics, probability distributions, regression analysis, and more.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eChapter 11: Data Science Project Lifecycle\u003c\/b\u003e: Navigate through the data science project lifecycle, from understanding project scope to data collection, cleaning, exploratory data analysis, model development, evaluation, deployment, and maintenance.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eWhy This Book?\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eHands-on Learning\u003c\/b\u003e: Each chapter provides practical examples to apply your learning.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eComprehensive Coverage\u003c\/b\u003e: The book covers a wide range of tools and techniques, making it a one-stop guide for beginners.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eUp-to-Date and Relevant\u003c\/b\u003e: Stay abreast with the latest trends and best practices in the fast-evolving field of data science.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEmbark on your data science journey with confidence and skill. \"The Essential Data Science Toolbox: A Beginner's Guide\" is your key to unlocking the potential of data science and its array of tools. Grab your copy today and start transforming data into actionable insights!\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Emmanuel A. Bamidele Ph. D.\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798874171407\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/25\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 102\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.28lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.50h x 5.50w x 0.21d","brand":"Emmanuel A. Bamidele Ph. D.","offers":[{"title":"Paperback","offer_id":48217790284031,"sku":"9798874171407","price":9.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9c2f2f55-8eee-48a5-b8db-fd0525508c8c.jpg?v=1771999466","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-science-toolbox-for-beginners-emmanuel-a-bamidele-ph-d-9798874171407","provider":"WR Book House","version":"1.0","type":"link"}