{"product_id":"9781789615326","title":"Hands-On Data Analysis with Pandas : Efficiently perform data collection, wrangling, analysis, and visualization using Python","description":"\u003cp\u003eGet to grips with pandas - a versatile and high-performance Python library for data manipulation, analysis, and discovery\u003c\/p\u003e\n\n\u003cp\u003eKey Features\u003c\/p\u003e\n\n\u003cp\u003ePerform efficient data analysis and manipulation tasks using pandas\n\u003cbr\u003eApply pandas to different real-world domains with the help of step-by-step demonstrations\n\u003cbr\u003eGet accustomed to using pandas as an effective data exploration tool.\u003c\/p\u003e\n\n\u003cp\u003eBook DescriptionData analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value.\u003c\/p\u003e\n\n\u003cp\u003eHands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data.\u003c\/p\u003e\n\n\u003cp\u003eBy the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets.What you will learn\u003c\/p\u003e\n\n\u003cp\u003eUnderstand how data analysts and scientists gather and analyze data\n\u003cbr\u003ePerform data analysis and data wrangling using Python\n\u003cbr\u003eCombine, group, and aggregate data from multiple sources\n\u003cbr\u003eCreate data visualizations with pandas, matplotlib, and seaborn\n\u003cbr\u003eApply machine learning (ML) algorithms to identify patterns and make predictions\n\u003cbr\u003eUse Python data science libraries to analyze real-world datasets\n\u003cbr\u003eUse pandas to solve common data representation and analysis problems\n\u003cbr\u003eBuild Python scripts, modules, and packages for reusable analysis code\u003c\/p\u003e\n\n\u003cp\u003eWho this book is forThis book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.\u003c\/p\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Default Title","offer_id":52395708645687,"sku":"00000_00000_00000_00000","price":276.26,"currency_code":"MYR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0962\/3548\/7543\/files\/9781789615326-1.jpg?v=1783239485","url":"https:\/\/kinokuniya.com.my\/products\/9781789615326","provider":"Books Kinokuniya Malaysia","version":"1.0","type":"link"}