Python Data Analysis - Second Edition
Language: English
Published by Packt Publishing, 2017
- Softcover
- Used
Seller: Phatpocket Limited, Waltham Abbey, HERTS, United KingdomPhatpocket Limited
AbeBooks seller since April 28, 2005
Condition: Used - Good
US$ 65.94
Quantity: 2 available
Add to basketItem description from seller
Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions.
Seller Inventory # Z1-T-020-01991
- Title
- Python Data Analysis - Second Edition
- Author
- Armando Fandango
- Publisher
- Packt Publishing
- Publication year
- 2017
- Condition
- Good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1787127486
- ISBN 13
- 9781787127487
- Edition
- 2nd Edition
Key Features
- Find, manipulate, and analyze your data using the Python 3.5 libraries
- Perform advanced, high-performance linear algebra and mathematical calculations with clean and efficient Python code
- An easy-to-follow guide with realistic examples that are frequently used in real-world data analysis projects.
Book Description
Data analysis techniques generate useful insights from small and large volumes of data. Python, with its strong set of libraries, has become a popular platform to conduct various data analysis and predictive modeling tasks.
With this book, you will learn how to process and manipulate data with Python for complex analysis and modeling. We learn data manipulations such as aggregating, concatenating, appending, cleaning, and handling missing values, with NumPy and Pandas. The book covers how to store and retrieve data from various data sources such as SQL and NoSQL, CSV fies, and HDF5. We learn how to visualize data using visualization libraries, along with advanced topics such as signal processing, time series, textual data analysis, machine learning, and social media analysis.
The book covers a plethora of Python modules, such as matplotlib, statsmodels, scikit-learn, and NLTK. It also covers using Python with external environments such as R, Fortran, C/C++, and Boost libraries.
What you will learn
- Install open source Python modules such NumPy, SciPy, Pandas, stasmodels, scikit-learn,theano, keras, and tensorflow on various platforms
- Prepare and clean your data, and use it for exploratory analysis
- Manipulate your data with Pandas
- Retrieve and store your data from RDBMS, NoSQL, and distributed filesystems such as HDFS and HDF5
- Visualize your data with open source libraries such as matplotlib, bokeh, and plotly
- Learn about various machine learning methods such as supervised, unsupervised, probabilistic, and Bayesian
- Understand signal processing and time series data analysis
- Get to grips with graph processing and social network analysis
About the Author
Armando Fandango is Chief Data Scientist at Epic Engineering and Consulting Group, and works on confidential projects related to defense and government agencies. Armando is an accomplished technologist with hands-on capabilities and senior executive-level experience with startups and large companies globally. His work spans diverse industries including FinTech, stock exchanges, banking, bioinformatics, genomics, AdTech, infrastructure, transportation, energy, human resources, and entertainment.
Armando has worked for more than ten years in projects involving predictive analytics, data science, machine learning, big data, product engineering, high performance computing, and cloud infrastructures. His research interests spans machine learning, deep learning, and scientific computing.
Table of Contents
- Getting Started with Python Libraries
- NumPy Arrays
- The Pandas Primer
- Statistics and Linear Algebra
- Retrieving, Processing, and Storing Data
- Data Visualization
- Signal Processing and Time Series
- Working with Databases
- Analyzing Textual Data and Social Media
- Predictive Analytics and Machine Learning
- Environments Outside the Python Ecosystem and Cloud Computing
- Performance Tuning, Profiling, and Concurrency
- Key Concepts
- Useful Functions
- Online Resources
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
Phatpocket Limited
Waltham Abbey, HERTS, United Kingdom
AbeBooks seller since April 28, 2005
Shipping rates from United Kingdom to U.S.A.
| Item | 5 to 19 business days | 1 to 3 business days |
|---|---|---|
| First item | US$ 14.09 | US$ 35.72 |
Payment methods
Store description
Phatpocket Limited is a world class secondhand bookstore located in the Hertfordshire countryside in the United Kingdom. We specialize in textbooks across an enormous variety of subjects. We aim to provide a low cost source of high quality textbooks to the academic community. We also have a sizable collection of rare and collectible books. We are dedicated to providing our customers with the highest standard of customer service in the bookselling business.Phatpocket Limited is registered in England and Wales: No. 04924751.…
Specialty
Used books, Used textbooksSeller's business information
Phatpocket Limited
67 Newland Street
Witham, United Kingdom CM8 1AA
Terms of sale
Books are usually shipped within two working days. All of our books have a 14 or 30 day no hassle money back guarantee unless stated otherwise in the book's description. Item must be returned in the exact same condition that it was received. Through our work with The Rainbow Centre and other Charity Partners, we have already given hundreds of young people in Sri Lanka and Africa the vital chance to get an education.
Your satisfaction is extremely important to us and we would be happy to work with you to try and resolve any issues with your order. Please contact us via the Abe messaging centre regarding any problems and we will respond asap.
Please kindly send any return requests or reports of defects, damage, or material differences within 7 days of receipt of your order or 30 days from the date of shipment.
If you are making a return we will need to receive the item within 30 days from the date of shipment for UK orders or 90 days from the date of shipment for international orders. Similarly, we require that non-deliveries be reported within 30 days from the date of shipment for UK orders or 90 days from the date of shipment for international orders.
If your parcel is returned by the postal service due to being unclaimed, refused, or having an undeliverable or insufficient address, we will contact you to try and resolve the issue. If this is not possible, or if we do not hear back, we will refund you the cost of your order minus the original postage paid.
Shipping terms
Orders usually ship within 2 business days. Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.
In spite of our best efforts, a small number of the items in our catalogue may be mispriced or out of stock. If an item's correct price is higher than our stated price, we will, at our discretion, either contact you for instructions before shipping or cancel your order and notify you of such cancellation.