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Data Science and Analytics with Python by Sandhya Arora and Latesh Malik

Data Science and Analytics with Python

by Sandhya Arora and Latesh Malik
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₹557.00
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Book cover type: Paperback
  • ISBN13: 9789393330345
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Orient Blackswan Pvt Ltd
  • Publisher Imprint: Orient Blackswan Pvt Ltd
  • Publication Date:
  • Pages: 500
  • Original Price: INR 795.0
  • Language: English
  • Edition: N/A
  • Item Weight: 675 grams
  • BISAC Subject(s): Database Administration & Management

Data Science and Machine Learning are the leading buzzwords of today.
This book covers all aspects of these subjects, from data definition and categorization, classification techniques, clustering and ML algorithms to data stream and association rule mining, language data processing and neural networks. It explains descriptive and inferential statistical analysis, probability distribution and density functions as well as time series. It also describes the fundamentals of Python programming, the Python environment and libraries such as scikit-learn, NumPy and pandas, and takes a deep dive into data visualization modules and tools.
Mastery of these areas will enable students to become proficient and effective data scientists.
Salient features

  • Ideal for undergraduate courses on Data Science and Analytics
  • Provides step-by-step instructions for setting up the Python environment and executing various libraries and packages
  • All chapters include relevant case studies, their Python code and output; the last chapter is dedicated to case studies
  • Over 300 exercise questions comprising MCQs, programming exercises and concept-based questions, with answers provided for quick reference
  • Bibliography at the end of every chapter for further reading
  • Android app with chapter-wise PowerPoint slides and job interview questions

Chapter-wise PowerPoint slides are available at: www.universitiespress.com/DataScienceandAnalyticswithPython

Sandhya Arora is Professor, Department of Computer Engineering, MKSSS’s Cummins College of Engineering, Pune, Maharashtra.

Latesh Malik is Associate Professor, Department of Computer Science and Engineering, Government College of Engineering, Nagpur, Maharashtra.

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