Solution Manual A Hands On Introduction to Data Science 1st Edition by Chirag Shah

Solution Manual A Hands On Introduction to Data Science 1st Edition by Chirag Shah

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Solution Manual A Hands On Introduction to Data Science 1st Edition by Chirag Shah

Chirag Shah

This textbook offers a practical introduction to the field of data science, emphasizing hands-on learning. The book is designed for students with no prior experience in the subject, making it accessible to a wide audience. It covers foundational concepts and techniques in data science, presented independently from any specific technology, which ensures that the knowledge remains relevant even as tools and technologies evolve.

ISBN-10: 1108472443
ISBN-13: 9781108472449 (Print)
ISBN-13: 9781108560412 (Digital)

Table of Contents
Part I: Conceptual Introductions
1. Introduction
2. Data
3. Techniques
Part II: Tools for Data Science
4. UNIX
5. Python
6. R
7. MySQL
Part III: Machine Learning for Data Science
8. Machine Learning Introduction and Regression
9. Supervised Learning
10. Unsupervised Learning
Part IV: Applications, Evaluations, and Methods
11. Hands-On with Solving Data Problems
12. Data Collection, Experimentation, and Evaluation
Appendices: Useful Formulas, Resources, Data Science Jobs, Data Science and Ethics, and more

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