INT428: Artificial Intelligence Essentials Notes & Study Material
This course covers the essentials of Artificial Intelligence, from foundational concepts and search algorithms to machine learning, deep learning, and generative AI. Students will learn to apply various AI techniques and tools to solve real-world problems, including model deployment and MLOps.
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Available Study Materials
Handwritten Notes & Slides
Unit-by-unit lecture summaries and handwritten notes from class toppers.
Previous Year Papers (PYQs)
LPU Mid-Term (MTE) and End-Term (ETE) questions with solutions.
Official Syllabus & CA Pattern
Course structure, credits, weightage, and continuous evaluation criteria.
Course Overview & Evaluation Scheme
INT428 Unit-Wise Detailed Syllabus
Unit 1: Problem Solving & Search in AI / AI problem design
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 2: Machine Learning
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 3: Introduction to deep neural networks / Modern NLP
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 4: Generative AI & Ethics / Prompt Engineering
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 5: Data Analysis & Visualization / AI Model Environments & Lifecycle Basics
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 6: Continuous Assessment
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Frequently Asked Questions (FAQs)
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Where can I find INT428 previous year questions (PYQs)?
Scholix maintains an extensive archive of LPU Mid-Term (MTE) and End-Term (ETE) question papers with solution guides.
What is the pass percentage & grading for INT428?
Passing criteria follow LPU academic regulations with combined evaluation across Continuous Assessments, Attendance, and End-Term Examination.