CBSE NOTES

  Comprehensive Study Guide:  Python Pandas I This study guide provides an exhaustive review of Python's Pandas library, focusing on its core data structures, creation methods, attributes, and operational functionalities as detailed in the source material. ----------------------------------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------------------------- Part I: Short-Answer Quiz Instructions: Answer the following questions in 2-3 sentences based on the provided text. What is the origin of the term "Pandas" and who is credited as the main author of the library? The name "Pandas" is derived from the term "panel data system," which refers to econometrics for multidimensional, structured data sets. The library was primarily authored by Wes McKinney to make data analysis simple and efficient compared to ...

Unit 1: AI Project Cycle and Ethical Frameworks Study Guide This study guide provides a comprehensive review of the AI Project Cycle, the primary domains of Artificial Intelligence, and the ethical frameworks required to develop responsible AI solutions. It is designed to reinforce understanding of how structured processes and moral principles intersect in technology development. ----------------------------------------------------------------------------------------------------------------------------- Part 1: Short-Answer Quiz Instructions: Answer the following ten questions in 2–3 sentences, ensuring all information is derived from the source context. What is the primary purpose of the Problem Scoping stage in the AI Project Cycle? How does the Data Exploration stage contribute to the development of an AI model? Explain the role of the deployment stage in a real-world AI solution. How is the Statistical Data domain of AI used in price comparison websites? What is the objective of ...