Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions
About This Book
- Want to minimize risk and optimize profits of your business? Learn to create efficient analytical reports with ease using this highly practical, easy-to-follow guide
- Learn to apply Python for business intelligence taskspreparing, exploring, analyzing, visualizing and reportingin order to make more informed business decisions using data at hand
- Learn to explore and analyze business data, and build business intelligence dashboards with the help of various insightful recipes
Who This Book Is For
This book is intended for data analysts, managers, and executives with a basic knowledge of Python, who now want to use Python for their BI tasks. If you have a good knowledge and understanding of BI applications and have a working system in place, this book will enhance your toolbox.
What You Will Learn
- Install Anaconda, MongoDB, and everything you need to get started with your data analysis
- Prepare data for analysis by querying cleaning and standardizing data
- Explore your data by creating a Pandas data frame from MongoDB
- Gain powerful insights, both statistical and predictive, to make informed business decisions
- Visualize your data by building dashboards and generating reports
- Create a complete data processing and business intelligence system
In Detail
The amount of data produced by businesses and devices is going nowhere but up. In this scenario, the major advantage of Python is that it's a general-purpose language and gives you a lot of flexibility in data structures. Python is an excellent tool for more specialized analysis tasks, and is powered with related libraries to process data streams, to visualize datasets, and to carry out scientific calculations. Using Python fol3*