Data Mining For Business Analytics Concepts Techniques And Applications In Python
The book guides readers through the use of python software for developing predictive models and techniques in order to describe and find patterns in data. This new edition is also an excellent reference for analysts researchers and practitioners working with quantitative methods in the fields of business finance marketing computer science and information technology.
Data Mining For Business Analytics Concepts Techniques And
Concepts techniques and applications in python presents an applied approach to data mining concepts and methods using python software for illustration readers will learn how to implement a variety of popular data mining algorithms in python a free and open source software to tackle business problems and opportunities.
Data mining for business analytics concepts techniques and applications in python. Concepts techniques and applications in python is an ideal textbook for graduate and upper undergraduate level courses in data mining predictive analytics and business analytics. Python edition 2019 r edition 2017 xlminer 3rd edition 2016 jmp pro 2016. Data mining for business analytics.
Patel c 2019 john wiley sons inc. Data mining for business analytics. The book is also a one of a kind resource for data scientists analysts researchers and practitioners working with analytics in the fields of management finance marketing information technology healthcare education and any other data rich field.
Concepts techniques and applications. Objective of this course is to impart knowledge on use of text mining techniques for deriving business intelligence to achieve organizational goals. Is the ideal forecasting textbook for business analytics mba.
Data mining for business analytics. Bruce peter gedeck and nitin r. Collection of utility functions used in the book data mining for business analytics.
Concepts techniques and applications in python first edition galit shmueli peter c. The authors use interesting real world examples to build a theoretical and practical understanding of key data mining methods with a focus on analytics rather than programming. The new edition is also a unique reference for analysts researchers and practitioners working with predictive analytics in the fields of business finance marketing computer science and information technology.
Perfect balance of theory practice. Data mining for business analytics. Python utilitiespython installation instructions.
Use of python based software platform to build assess and compare models based on real datasets and cases with an easy to follow learning curve. Concepts techniques and applications with jmp pro is an excellent textbook for advanced undergraduate and graduate level courses on data mining predictive analytics and business analytics. Is the ideal forecasting textbook for business analytics mba executive mba and data analytics programs.
Python for predictive data analytics a specialist course audience. Concepts techniques and applications in xlminer third edition is an ideal textbook for upper undergraduate and graduate level courses as well as professional programs on data mining predictive modeling and big data analytics. This is a course for data scientists quants financial analysts researchers statisticians and software developers interested in learn ing the fundamentals of data science and machine learning in python.
Data mining for business analytics. Practical time series forecasting with r. Select an edition by clicking a book cover.
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