Introduction to Data Science: Practical Approach with R and Python

Name: Introduction to Data Science: Practical Approach with R and Python
Brand: Wiley
SKU: 9789354640506
Price: 732.0 INR
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by B. Uma Maheswari, R. Sujatha

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ISBN13: 9789354640506
Binding: Paperback
Subject: N/A
Publisher: Wiley
Publisher Imprint: Wiley
Publication Date: October 20, 2021
Pages: 584
Original Price: INR 975.0
Language: English
Edition: N/A
Item Weight: 500 grams
BISAC Subject(s): N/A

About The Book

Introduction to Data Science: Practical Approach with R and Python covers all the fundamental concepts of Data Science in a concise manner. It offers a mix of insights and golden rules which would be needed in analyzing data. This book serves as a practical guide for Science/Engineering/MBA students – both at the undergraduate and postgraduate level interested in Data Science domain. ·Introduction to Data Science ·Introduction to R and Python ·Exploratory Data Analysis ·Data Visualization ·Dimensionality Reduction Techniques ·Types of Machine Learning Algorithms ·Unsupervised Learning Algorithms ·Text Analytics ·Supervised Learning Algorithms: Linear and Logistic Regression ·Supervised Learning Algorithms: Decision Tree and Random Forest ·Supervised Learning Algorithm: KNN, Naïve Bayes, and Linear Discriminant Analysis ·Support Vector Machines and Artificial Neural Networks ·Time Series Forecasting ·Ensemble Methods ·Artificial Intelligence ·Applications of Analytics

About The Author

Dr. B. Uma Maheswari is an Associate Professor of the Decision Sciences stream at PSG Institute of Management, Tamil Nadu, India. An academician with around two decades of experience, she specializes in the field of strategic management, business analytics, design thinking, and entrepreneurship. She is also an adjunct faculty of University of Toledo, USA. Dr. Maheswari has undergone trainings with various prestigious institutions across the globe. Dr. R. Sujatha is an Associate Professor at PSG Institute of Management, PSG College of Technology, where she has been teaching since 2000. She is also an adjunct faculty of University of Toledo, USA. She has more than two decades of wide-ranging experience in teaching, research, and consulting at PSG Institute of Management. She has undergone an extensive 4 months’ Faculty Development Program at Indian Institute of Management, Ahmedabad. She has been certified by Wharton Business School, University of Pennsylvania, for the completion of their online course on Customer Analytics, People Analytics, Operation Analytics and Accounting Analytics.

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