Yes, this book is meticulously crafted to follow the latest NEP syllabus for Introduction to Artificial Intelligence and Data Science (Paper Code: BCA-DSC-2(Maj)-202) for BCA 2nd Semester at Panjab University, Chandigarh.
Absolutely. A major focus is on practical Data Analysis using Spreadsheet Software, including Data Tools, Advanced Functions (Math, Statistical, Logical, etc.), and Data Visualization techniques.
It covers the Basics of AI, its history, types, Key Technologies (ML, NLP, Computer Vision, Robotics), Applications in healthcare, education, agriculture, ethical issues, and Problem-Solving methodologies.
Yes, a dedicated chapter details the complete Data Science Life Cycle, including stages like Data Collection, Pre-processing (Cleaning, Integration), Data Reduction, and management.
Comprehensively. Unit III is dedicated to Managing Data with Spreadsheet Software, teaching Sorting, Filtering, Data Validation, and the use of numerous Database, Text, Date, and Nested Functions.
Yes, the book starts with the Introduction and Basics of both fields, making it ideal for beginners, specifically tailored for BCA second-semester students.
Yes, the Problem Solving in AI chapter covers AI Agents and Environments and the structure of agents, a core concept in AI.
While it provides strong theoretical foundations, its significant emphasis on Spreadsheet Software operations, functions, and tools offers clear, practical knowledge for hands-on data analysis.
The content is divided into four units, matching the exam structure. The included compulsory short answer question section and past paper directly align with the university's examination format.
Yes, this book is developed as per the Latest Syllabus under the New Education Policy (NEP) for Panjab University, ensuring you are studying the most current and relevant material.
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Yes, this book is meticulously crafted to follow the latest NEP syllabus for Introduction to Artificial Intelligence and Data Science (Paper Code: BCA-DSC-2(Maj)-202) for BCA 2nd Semester at Panjab University, Chandigarh.
Absolutely. A major focus is on practical Data Analysis using Spreadsheet Software, including Data Tools, Advanced Functions (Math, Statistical, Logical, etc.), and Data Visualization techniques.
It covers the Basics of AI, its history, types, Key Technologies (ML, NLP, Computer Vision, Robotics), Applications in healthcare, education, agriculture, ethical issues, and Problem-Solving methodologies.
Yes, a dedicated chapter details the complete Data Science Life Cycle, including stages like Data Collection, Pre-processing (Cleaning, Integration), Data Reduction, and management.
Comprehensively. Unit III is dedicated to Managing Data with Spreadsheet Software, teaching Sorting, Filtering, Data Validation, and the use of numerous Database, Text, Date, and Nested Functions.
Yes, the book starts with the Introduction and Basics of both fields, making it ideal for beginners, specifically tailored for BCA second-semester students.
Yes, the Problem Solving in AI chapter covers AI Agents and Environments and the structure of agents, a core concept in AI.
While it provides strong theoretical foundations, its significant emphasis on Spreadsheet Software operations, functions, and tools offers clear, practical knowledge for hands-on data analysis.
The content is divided into four units, matching the exam structure. The included compulsory short answer question section and past paper directly align with the university's examination format.
Yes, this book is developed as per the Latest Syllabus under the New Education Policy (NEP) for Panjab University, ensuring you are studying the most current and relevant material.