Python End-to-end Data Analysis(2017) - AZW3/PDF - zeke23 torrent

Python End-to-end Data Analysis(2017) - AZW3/PDF - zeke23
Publication Date: 2017-05-31 - ISBN-10: B072M6868D - 1321 pages -= AZW3/PDF - English
Leverage the power of Python to clean, scrape, analyze, and visualize your data
About This Book

Clean, format, and explore your data using the popular Python libraries and get valuable insights from it
Analyze big data sets; create attractive visualizations; manipulate and process various data types using NumPy, SciPy, and matplotlib; and more
Packed with easy-to-follow examples to develop advanced computational skills for the analysis of complex data

Who This Book Is For

This course is for developers, analysts, and data scientists who want to learn data analysis from scratch. This course will provide you with a solid foundation from which to analyze data with varying complexity. A working knowledge of Python (and a strong interest in playing with your data) is recommended.
What You Will Learn

Understand the importance of data analysis and master its processing steps
Get comfortable using Python and its associated data analysis libraries such as Pandas, NumPy, and SciPy
Clean and transform your data and apply advanced statistical analysis to create attractive visualizations
Analyze images and time series data
Mine text and analyze social networks
Perform web scraping and work with different databases, Hadoop, and Spark
Use statistical models to discover patterns in data
Detect similarities and differences in data with clustering
Work with Jupyter Notebook to produce publication-ready figures to be included in reports