کتاب پایتون پانداز برای مبتدیان: تخصص پانداز برای دانشمند داده (پایتون برای مبتدیان در علوم داده و تجزیه و تحلیل داده ها کتاب 2)

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 Beginnerspresents 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.AResourcesfolder containing all the datasets used in the book.The Focus of the Book Is on Learning by DoingIn thislearning by doingbook, you start with Python installation in the very first chapter. Then there’s a crash course in Python in the second half of the first chapter. In the second chapter, you jump straight to NumPy. Right through the book, you’ll useJupyter Notebookto write code. You can also get fast access to the datasets used in this book.The book is loaded with self-explanatory scripts, graphs, and images. They have been meticulously designed to help you understand new concepts easily. Hence, this book is the best choice for self-study, even if you are proficient in Python.You can tackle new data science problems confidently and develop workable solutions in the real world. Finally, you can rely on thislearning by doingbook to achieve your Python career goals faster.This book will help you to quickly master the following topics:Environment Setup and Python Crash CoursePandas BasicsManipulating Pandas DataframesData Grouping, Aggregation, and Merging with PandasPandas for Data VisualizationHandling Time-Series Data with PandasWorking with Jupyter NotebookHit BUY NOW and start your journey of Python mastery.