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Python Pandas for Beginners: Pandas Specialization for Data Scientist (Python for Beginners in Data Science and Data Analysis Book 2)
Python Pandas for Beginners: Pandas Specialization for Data Scientist (Python for Beginners in Data Science and Data Analysis Book 2)
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Python NumPy & Pandas for BeginnersPython Libraries Textbook for Beginners with Codes FolderPython is doubtless the most versatile programming language.But are you serious enough about becoming proficient in Python?If yes, then you need to become a master in the two essential Python libraries—NumPy and Pandas. You simply can’t overlook this truth.In data science, NumPy and Pandas are by far the most widely used Python libraries. The main features of these libraries are powerful data analysis tools and easy-to-use structures.Python NumPy & Pandas for Beginners presents you with a hands-on, simple approach to learning Python fast. This book is refreshingly different, as there’s a lot for you to do than mere reading. Each theoretical concept you cover is followed by practical examples, making it easier to master the concept.The step-by-step layout of this book simplifies your learning. The author has gone to great lengths to ensure what you learn sticks. You have short exercises at the end of each one of the 11 chapters to test your knowledge of the theoretical concepts you have learned.This book presents you with:
- A strong foundation in Pandas.
- A deep understanding of fundamental and intermediate topics.
- The essentials of coding in Python.
- Links to reference materials related to the topics you study.
- Quick access to external files to practice and learn advanced concepts of Pandas.
- A Resources folder containing all the datasets used in the book.
- Environment Setup and Python Crash Course
- Pandas Basics
- Manipulating Pandas Dataframes
- Data Grouping, Aggregation, and Merging with Pandas
- Pandas for Data Visualization
- Handling Time-Series Data with Pandas
- Working with Jupyter Notebook
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