School6 resources
UPSC6 resources
Defence1 resource
JEE1 resource
General12 resources
What is inside
This Foundations of Artificial Intelligence pack introduces the core ideas of the subject and then moves through search, knowledge and reasoning to a first look at learning.
| Unit / topic | Coverage |
|---|---|
| Introduction | What AI is, its history and applications. |
| Intelligent agents | Agent types, environments and rational behaviour. |
| Problem solving and search | Uninformed and informed search and how algorithms are compared. |
| Knowledge representation | Logic and other ways of storing facts for a program. |
| Reasoning | Drawing conclusions from knowledge, including handling uncertainty. |
| Learning and applications | Machine learning fundamentals and areas where AI is used. |
Files in this set
The set is split into separate documents so you can open only the part you need. The upload contains:
- Complete study notes (PDF)
- Unit 1: introduction to AI, part 1 (PDF)
- Unit 2: introduction to AI, part 2 (PDF)
- Unit 3 notes (PDF)
- Unit 4 notes (PDF)
Who it is for and how to use it
It suits second-year students in computer science and related branches. The files for units 1 to 4 are short, so read the complete notes first, then those. Trace one search algorithm by hand on a small graph. That one exercise explains most of the search unit. For the later units use the combined file, as separate files for units 5 and 6 are not given.
How it maps to the syllabus
Unit titles follow a general outline. Check them with your university syllabus, since some courses start machine learning early and others only mention it. Treat the pack as revision support.
A simple revision plan
A plan that works for most semester subjects is to divide the material into six sittings, one per unit, and finish each sitting with a closed-book recall of the headings. Mark the topics you could not recall and return to them in a final short round. Past semester papers from your own university, if you have them, tell you which of these topics are asked repeatedly.
- Read one unit in full without stopping to look anything up.
- Write the definitions, formulas and diagrams on a single revision page.
- Solve at least two questions or numericals from memory.
- Revisit weak topics two days later, then once more before the exam.
Printed material
Screens are fine for skimming, but diagrams, derivations and worked numericals are easier to revise on paper, so printing the units you actually need is a practical habit. If you are also preparing for a competitive exam such as UPSC, SSC, JEE or NEET, Competer stocks printed notes, previous year papers and test series for those exams as well.