Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Python Data Analysis

Python Data Analysis, 9781787127487 (1787127486), Packt Publishing, 2017

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
(HTML tags aren't allowed.)

Microsoft SQL Server 2012 High-Performance T-SQL Using Window Functions
Microsoft SQL Server 2012 High-Performance T-SQL Using Window Functions
Window functions, to me, are the most profound feature supported by both standard SQL and Microsoft SQL Server’s dialect—T-SQL. They allow you to perform calculations against sets of rows in a flexible, clear, and efficient manner. The design of window functions is ingenious, overcoming a number of...
Antisense Therapeutics (Methods in Molecular Medicine)
Antisense Therapeutics (Methods in Molecular Medicine)

A timely primer on the new reality of antisense and RNA inhibition for treating a broad range of diseases. The authors show how antisense oligonucleotides are being designed and studied in relation to hypertension, various cancers, inflammatory bowel disease, brain disorders, the blood-brain barrier, and drug delivery. Highlights include...

Path Integrals and Quantum Anomalies (The International Series of Monographs on Physics)
Path Integrals and Quantum Anomalies (The International Series of Monographs on Physics)
`Definitely a book that will fill a need at the graduate and research level. ' Ian Aitchison, University of Oxford

`An excellent addition to the literature by one of the pioneers in understanding anomalies. ' Roman Jackiw, Massachusetts Institute of Technology

The Feynman path integrals are becoming

Adjudicating Climate Change: State, National, and International Approaches
Adjudicating Climate Change: State, National, and International Approaches
The world’s political process has been slow to react to the serious, and potentially catastrophic, consequences for life on our planet that flow from the burning of fossil fuel. In one sense, this is understandable: turning around the global energy base is not a simple task. In another sense, it is inexcusable: a myopic failure to act in the...
Drupal 6 Search Engine Optimization
Drupal 6 Search Engine Optimization
The earlier a site appears in the search results list, the more visitors it will receive from the search engine. Despite several advantages, many Drupal sites suffer with poor search engine standings. Perhaps you are aware of the importance of SEO for increasing traffic to your site, but do you know how to apply it to your Drupal site? Here comes...
Language and the Internet
Language and the Internet
According to popular mythology, the Internet will be bad for the future of language--technospeak will rule, standards will be lost, and creativity diminished as globalization imposes sameness. David Crystal, one of the foremost authorities on language, argues the reverse in his new book: that the Internet is enabling a dramatic expansion of the...
©2020 LearnIT (support@pdfchm.net) - Privacy Policy