Page 77 - Ai Book - 8

u Development Goals of AI (1950s)
Six Major Goals: Reasoning, Knowledge Representation, Planning and Navigation, Natural Language
Processing, Sensory Perception, General Intelligence.

u DARPA
Defense Advanced Research Projects Agency. Completed the street mapping project in 1970.

u AI Skills for Careers
Strong command of languages such as Python, Java, or C++.

Understanding of linear algebra, calculus, and discrete mathematics.
Necessary for data analysis and modeling.
Key for staying updated in the rapidly evolving field.

u AI Careers
Developing and Deploying AI Systems, Operating AI Systems.
Software Developer, Machine Learning Engineer, Business Intelligence Developer.

u Future AI Opportunities
u Coding Skills, Problem-Solving Skills, Curiosity, Communication Skills, Teamwork, Flexibility, Ethics.

u Data Scientist
Analytical expert identifying trends in large data sets.

Database management, Programming languages (Python, SQL), Machine Learning techniques.
u Machine Learning Engineer
Designs self-running software for predictive models.
Programming languages (Python, R, Java), Data modeling, Mathematical skills

u Business Intelligence Developer
Develops, deploys, and maintains Business Intelligence interfaces
Query tools, Data visualization techniques, Data modeling tools

u Communication Skills
Listening Skills, Speaking Skills, Non-Verbal Communication, Written Communication
Vital for understanding subjects and successful collaboration

S Solvedolved QQuestionsuestions

A. Tick () the correct answer.
1. What is one of the major design goals of AI related to teaching machines to perform complex tasks such
as Chess and Math?

a. Data Fluency
b. Planning and Navigation

c. Reasoning
d. Natural Language Processing

77
77