This Open Educational Resource (OER) provides a step-by-step solution manual for 12 Lab experiments prescribed under the Applications of Artificial Intelligence laboratory course (Semester II) Applicable to Mathematics, Physics, Chemistry and any other Mathematical Sciences. The manual is specially designed for faculty and students with no prior background in Artificial Intelligence, programming, or remote sensing. It explains concepts using simple English alongside formal academic descriptions, making it suitable for classroom teaching, self-learning, and laboratory demonstrations. All steps are explained in a click-by-click manner, supported with clear visual guidance, faculty teaching tips, and viva questions. No coding or software installation is required. This resource is suitable for: Undergraduate students (Science / Engineering / Interdisciplinary programs) Faculty handling AI or data science labs for the first time Institutions adopting AI for non-programmers as per NEP/AICTE guidelines This material is released as an Open Educational Resource (OER) to encourage free reuse, adaptation, and sharing for academic and teaching purposes.