{"product_id":"introduction-to-data-science-with-python-basics-of-numpy-and-pandas-paperback","title":"Introduction to Data Science with Python: Basics of Numpy and Pandas - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eMark Smart\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eThis book is a guide for you on how to use Pandas and Numpy in Python programming language for data analysis. The author begins by helping you familiarize yourself with the basics of data science, Numpy and Pandas. You are guided on how to work with Numpy arrays and how to manipulate them. The various operations that you can perform on your data via the Pandas library have been discussed. You will also know how to create various data structures in Pandas for data storage. Data from the environment is dirty. The process of cleaning such data has been discussed. This involves handling outliers, missing values etc. The author guides you on how to work with data in various types of storage formats. Examples include MS Excel, CSV files, JSON, etc. You are also guided on how to calculate various measures for your data. The process of visualizing data has been explored in detail. About this book: \u003c\/p\u003e\u003cul\u003e \u003cli\u003e Getting Started with Python for Data Science\u003c\/li\u003e\n\u003cli\u003e Working with Numpy\u003c\/li\u003e\n\u003cli\u003e Working with Pandas\u003c\/li\u003e\n\u003cli\u003e Cleansing Data\u003c\/li\u003e\n\u003cli\u003e Working with CSV Data\u003c\/li\u003e\n\u003cli\u003e Working with XLS Data\u003c\/li\u003e\n\u003cli\u003e Data Wrangling\u003c\/li\u003e\n\u003cli\u003e Measures of Central Tendency\u003c\/li\u003e\n\u003cli\u003e Calculating Variance\u003c\/li\u003e\n\u003cli\u003e Normal Distribution\u003c\/li\u003e\n\u003cli\u003e Working with JSON Data\u003c\/li\u003e\n\u003cli\u003e Data Visualization\u003c\/li\u003e\n\u003c\/ul\u003eTags: data science with python, python, pandas programming, numpy, pandas, pandas python, pandas in python, numpy in python, numpy python, numpy pandas, data science, ms excel books, json, python for data science, pivot tables, excel pivot tables, data visualisation, data visualisation python, data visualisation for dummies, data visualisation excel, algorithms for data science.\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 102\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.21 x 9 x 6 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e November 09, 2018\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":47212678054137,"sku":"9781731036841","price":12.67,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0789\/2782\/3097\/files\/TkRUV3Mzdll1dGxoSE9odllCcTJUUT09.webp?v=1768094990","url":"https:\/\/bookscloud.io\/products\/introduction-to-data-science-with-python-basics-of-numpy-and-pandas-paperback","provider":"BooksCloud Book Dropshipping","version":"1.0","type":"link"}