Semester7

Notes of courses done/attended in semester 7 in college

Introductory Concepts
Intelligence definition
- Artificial Intelligence
History of AI
Core Concepts
- Search
  - algos
  - search capacity
  - tool for prob solving
  - Heuristics search
    - heuristic = rule
    - allows to follow rule blindly
    - and if u follow it, most of times, u will achieve goal u set
    - eg: if I am lost, I will always move North
- Representation
- Uncertainity
  - concept of probability - Bayes thm, conditional prob, etc
  - Markov Decision process
Success Stories
Where are we headed?
- Private AI - privacy concerns
- Edge AI - doing AI using edge devices (Smartphones, etc)

The capacity to learn and solve problems (Websters Dictionary)
the ability to solve novel problems
act rationally
act like humans
Ability to generalize
- There is a test on some topics
- and some practice probs are given
- Solving those, u learn some tricks/ways to solve the probs
- and if u solve all these, u r likely to solve probs coming in exams

making computers that think
the automation of activities we associate with human thinking like decision making, learning
art of creating machines that perform functions that require intelligence when performed by ppl
the study of mental faculties through the use of computational models