1st Edition
BiteSize Python for Intermediate Learners With Practice Labs, Real-World Examples, and Generative AI Assistance
Foreword
Preface
Author Bios
Section I: Object-Oriented Programming
Chapter 1: Introduction to OOP
Chapter 2: Inheritance Chapter 3: Polymorphism
Chapter 4: Encapsulation
Chapter 5: Abstraction
Chapter 6: Documentation
Chapter 7: Case Studies
Section II: Data Manipulation
Chapter 8: N-dimensional Arrays
Chapter 9: NumPy
Chapter 10: Series
Chapter 11: DataFrame
Chapter 12: Pandas
Section III: Data Visualization
Chapter 13: Matplotlib (Basic)
Chapter 14: Matplotlib (Advanced)
Chapter 15: Seaborn
Chapter 16: Plotly
What is Next?
Index
Biography
Dr. Di Wu is an Assistant Professor of Finance, Information Systems, and Economics department of Business School, Lehman College. He obtained a Ph.D. in Computer Science from the Graduate Center, CUNY. Dr. Wu’s research interests are 1) Temporal extensions to RDF and semantic web, 2) Applied Data Science, and 3) Experiential Learning and Pedagogy in business education. Dr. Wu developed and taught courses including Strategic Management, Databases, Business Statistics, Management Decision Making, Programming Languages (C++, Java, and Python), Data Structures and Algorithms, Data Mining, Big Data, and Machine Learning.
