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Hands-On Data Analysis with NumPy and pandas

Hands-On Data Analysis with NumPy and pandas

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About the Book

Get to grips with the most popular Python packages that make data analysis possible About This Book • Explore the tools you need to become a data analyst • Discover practical examples to help you grasp data processing concepts • Walk through hierarchical indexing and grouping for data analysis Who This Book Is For Hands-On Data Analysis with NumPy and Pandas is for you if you are a Python developer and want to take your first steps into the world of data analysis. No previous experience of data analysis is required to enjoy this book. What You Will Learn • Understand how to install and manage Anaconda • Read, sort, and map data using NumPy and pandas • Find out how to create and slice data arrays using NumPy • Discover how to subset your DataFrames using pandas • Handle missing data in a pandas DataFrame • Explore hierarchical indexing and plotting with pandas In Detail Python, a multi-paradigm programming language, has become the language of choice for data scientists for visualization, data analysis, and machine learning. Hands-On Data Analysis with NumPy and Pandas starts by guiding you in setting up the right environment for data analysis with Python, along with helping you install the correct Python distribution. In addition to this, you will work with the Jupyter notebook and set up a database. Once you have covered Jupyter, you will dig deep into Python's NumPy package, a powerful extension with advanced mathematical functions. You will then move on to creating NumPy arrays and employing different array methods and functions. You will explore Python's pandas extension which will help you get to grips with data mining and learn to subset your data. Last but not the least you will grasp how to manage your datasets by sorting and ranking them. By the end of this book, you will have learned to index and group your data for sophisticated data analysis and manipulation. Style and approach A step-by-step approach, taking you through the different concepts and features of Data Analysis using Python libraries and tools.

Table of Contents:
Table of Contents Setting Up a Python Data Analysis Environment Diving into NumPY Operations on NumPy Arrays Pandas Are Fun! What Is pandas? Arithmetic, Function Application and Mapping with pandas Managing, Indexing, and Plotting


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Product Details
  • ISBN-13: 9781789530797
  • Publisher: Packt Publishing Limited
  • Publisher Imprint: Packt Publishing Limited
  • Height: 235 mm
  • No of Pages: 168
  • Spine Width: 9 mm
  • Width: 191 mm
  • ISBN-10: 1789530792
  • Publisher Date: 02 Apr 2023
  • Binding: Digital (delivered electronically)
  • Language: English
  • Returnable: N
  • Weight: 299 gr


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