Resources for Instructors

Instructors Manual

Hands-on Data Preprocessing in Python: Learn how to effectively prepare data for successful analytics

A sample Syllabus

I designed this book for BUAN 620 Data Science Foundations for the MSBA program at the University of Redlands.

Evaluation Desk Copy

Some evaluation desk copies are available for university professors who intend to adopt the book for their courses. Please use the form at the bottom of this page to send a request.

PowerPoint presentations

Chapters 1-14 of the book has PowerPoint presentations that university professor who intends to adopt the book can access. Please use the form at the bottom of this page to send a request.

Excercise Solutions

Solutions to the exercise at the end of chapters 1 -14 are available in Jupyter Notebook files. Access can be given to the university professor who intends to adopt the book can access. Please use the form at the bottom of this page to send a request.

Questions Bank

About 200 multiple choice and True/False Questions from Chapters 1-14 are available. Access can be given to the university professors who intend to adopt the book. Please use the form at the bottom of this page to send a request.

Request form

Please be as specific in your message as possible.

For requesting a desk copy or accessing to the instructor's manual please make sure to include the following in your message.
- The university you are affiliated with
- Please use your university email
- Include the link to the webpage that shows your affiliation with the university
- The course and the term you intend to adopt this book for.
- The expected number of enrollments for the class.

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