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Home > Computing and Information Technology Books > Computer programming / software engineering > Web programming > Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning
Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning

Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning


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About the Book

No detailed description available for "Big Data Analysis with Python".

Table of Contents:
Table of Contents

  1. The Python Data Science Stack
  2. Statistical Visualizations
  3. Working with Big Data Frameworks
  4. Diving Deeper with Spark
  5. Handling Missing Values and Correlation Analysis
  6. Exploratory Data Analysis
  7. Reproducibility in Big Data Analysis
  8. Creating a Full Analysis Report


About the Author :
Marin Ivan :

Ivan Marin is a systems architect and data scientist working at Daitan Group, a Campinas-based software company. He designs big data systems for large volumes of data and implements machine learning pipelines end to end using Python and Spark. He is also an active organizer of data science, machine learning, and Python in So Paulo, and has given Python for data science courses at university level.Shukla Ankit :

Ankit Shukla is a data scientist working with World Wide Technology, a leading US-based technology solution provider, where he develops and deploys machine learning and artificial intelligence solutions to solve business problems and create actual dollar value for clients. He is also part of the company's R&D initiative, which is responsible for producing intellectual property, building capabilities in new areas, and publishing cutting-edge research in corporate white papers. Besides tinkering with AI/ML models, he likes to read and is a big-time foodie.VK Sarang :

Sarang VK is a lead data scientist at StraitsBridge Advisors, where his responsibilities include requirement gathering, solutioning, development, and productization of scalable machine learning, artificial intelligence, and analytical solutions using open source technologies. Alongside this, he supports pre-sales and competency.


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Product Details
  • ISBN-13: 9781789950731
  • Publisher: Packt Publishing Limited
  • Publisher Imprint: Packt Publishing Limited
  • Edition: Digital original
  • No of Pages: 276
  • Sub Title: Combine Spark and Python to unlock the powers of parallel computing and machine learning
  • ISBN-10: 1789950732
  • Publisher Date: 23 Sep 2024
  • Binding: Digital (delivered electronically)
  • Language: English
  • No of Pages: 276


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