Introduction to Artificial Intelligence
State the 3 Laws of Robotics
A robot may not injure humans A robot must obey A robot must protect its existence
What does it mean when the word "smart" is in the name of a product.
AI is applied.
Weak AI (Android, iRobot, Atlas of Boston Dynamics)
Act like people
Considered as strong AI
Act rationally
Enables machine to think like people and make it intelligent
Artificial Intelligence
It deals with simulation of intelligent behavior and mimics cognitive functions of human
Artificial Intelligence
Column to be predicted
Target
How computers can be made to identify objects, scenes, and activities from images, including image processing, recognition, detection, analysis, and understanding.
Computer Vision
It is the computation of multilayer neural networks feasible.
Deep Learning
What is the relationship of AI, ML, and DL
Deep Learning (DL) is subset of Machine Learning (ML) is subset of Artificial Intelligence (AI)
What are the examples of Machine Learning
Emails (spam or not)
Is AI at its final stage.
FALSE, AI is still in its initial age.
These are attributes of the data to come into an outcome, used for predictions
Features
What is Artificial Intelligence
Technique that enables computers to mimic human activities
It learn patterns as it is exposed to more data over time.
Machine Learning
What do you call chatbots, task-driven dialogs, search engine, machine translation, etc.
Natural language processing
Two main types of ML and its definition.
Supervised Learning = has target column ; make predictions; Example is Fraud Detection Unsupervised = no target column; finds structure in the data. Example is customer segmentation
Considered as strong AI but unavailable yet due to limitations in brain science.
Think rationally.
Type of AI considered as weak. Examples of it are Watson and AlphaGo
Think like people
What are the four types of AI
Think like people Act like people Think rationally Act rationally (TATA 2 people, 2 rationally)
Deep Learning combines steps in Machine Learning into a complex neural network.
True
ML is limited to identifying a target with same color.
True
