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Become a Python Data Analyst - Perform exploratory data analysis and gain insight into scientific computing using Python (Paperback)
Loot Price: R702
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Become a Python Data Analyst - Perform exploratory data analysis and gain insight into scientific computing using Python (Paperback)
Expected to ship within 9 - 17 working days
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Enhance your data analysis and predictive modeling skills using
popular Python tools Key Features Cover all fundamental libraries
for operation and manipulation of Python for data analysis
Implement real-world datasets to perform predictive analytics with
Python Access modern data analysis techniques and detailed code
with scikit-learn and SciPy Book DescriptionPython is one of the
most common and popular languages preferred by leading data
analysts and statisticians for working with massive datasets and
complex data visualizations. Become a Python Data Analyst
introduces Python's most essential tools and libraries necessary to
work with the data analysis process, right from preparing data to
performing simple statistical analyses and creating meaningful data
visualizations. In this book, we will cover Python libraries such
as NumPy, pandas, matplotlib, seaborn, SciPy, and scikit-learn, and
apply them in practical data analysis and statistics examples. As
you make your way through the chapters, you will learn to
efficiently use the Jupyter Notebook to operate and manipulate data
using NumPy and the pandas library. In the concluding chapters, you
will gain experience in building simple predictive models and
carrying out statistical computation and analysis using rich Python
tools and proven data analysis techniques. By the end of this book,
you will have hands-on experience performing data analysis with
Python. What you will learn Explore important Python libraries and
learn to install Anaconda distribution Understand the basics of
NumPy Produce informative and useful visualizations for analyzing
data Perform common statistical calculations Build predictive
models and understand the principles of predictive analytics Who
this book is forBecome a Python Data Analyst is for entry-level
data analysts, data engineers, and BI professionals who want to
make complete use of Python tools for performing efficient data
analysis. Prior knowledge of Python programming is necessary to
understand the concepts covered in this book
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