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Center for Curriculum and Transfer Articulation
Major: 5897N
Effective Term: 2020 Fall   

Award: CCL  
Total Credits: 21-36
CIP Code: 11.0102

Instructional Council: Occupational Administrators
GPA: 2.0
SOC Code: Students with this Certificate of Completion and requisite industry experience can pursue careers as:
15-1251.00 Computer Programmers
15-1132.00 Software Developers, Applications
15-1299.00 Computer Occupations, All Other
15-1221.00 Computer and Information Research Scientists


Description: The Certificate of Completion (CCL) in Artificial Intelligence and Machine Learning focuses on building machine learning models that can be used for predicting, making decisions and enhancing human capabilities. The program provides the industry professional with the knowledge and skills used in a variety of fields using artificial intelligence, including the information technology, automotive, healthcare, aerospace, industrial, and manufacturing industries. Program content includes an introduction to artificial intelligence and machine learning, natural language processing, computer vision, and artificial intelligence for business solutions and other applications. The curriculum also includes coursework in computer programming, math, and statistics.

Learning Outcomes
1. Apply common artificial intelligence (AI) concepts and methodologies, including neural networks/Deep Learning, machine learning, Natural Language Processing, Computer Vision, and data science, for analysis and decision making. (AIM100, AIM110, AIM210, AIM220, AIM230, AIM240, CIS105, CIS119DO, CIS156, CIS276DA, CIS276DB, MAT206)
2. Apply artificial intelligence (AI) project development and machine learning life cycle to address social and business issues, opportunities, and problems. (AIM100, AIM110, AIM210, AIM220, AIM230, AIM240)
3. Apply statistical analysis and machine learning algorithms to predict usefulness of artificial intelligence (AI) programming solutions. (AIM100, AIM110, AIM210, AIM220, AIM230, AIM240, CIS105, CIS119DO, CIS156, CIS276DA, CIS276DB, MAT206)
4. Use appropriate programming languages to implement artificial intelligence (AI) solutions. (AIM100, AIM110, AIM210, AIM220, AIM230, AIM240, CIS105, CIS119DO, CIS156, CIS276DA, CIS276DB, MAT206)
5. Communicate in varied settings, orally and visually and in writing, in a culturally responsive manner. (AIM110, AIM210, AIM220, AIM230, AIM240])
6. Collaborate with diverse individuals and teams to design and implement artificial intelligence and machine learning solutions. (AIM110, AIM210, AIM220, AIM230, AIM240, MAT206)
7. Evaluate issues of bias, culture, environment, ethics, regulations, and professional expectations in the field of artificial intelligence (AI) and machine learning. (AIM100, AIM110, AIM210, AIM220, AIM230, AIM240)
Program Notes
This program is not eligible for Title IV Federal Financial Aid.
This Certificate of Completion (CCL) is a closed program that is available to industry professionals with the requisite industry experience or those with an associate or bachelor`s degree in a related field. Speak to a Program Director for additional information.

Students must earn a grade of C or better in all courses within the program.


Required Courses
AIM100 Introduction to Artificial Intelligence 3
+ AIM110 Introduction to Machine Learning 3
+ AIM210 Natural Language Processing 3
+ AIM220 Artificial Intelligence for Computer Vision 3
+ AIM230 Artificial Intelligence for Business Solutions 3
+ AIM240 Artificial Intelligence Capstone Project 3

CIS105 Survey of Computer Information Systems (3) OR
May be waived by permission of the Program Director 0-3

+ CIS119DO Introduction to Oracle: SQL (3) OR
+ CIS276DA MySQL Database (3) OR
+ CIS276DB SQL Server Database (3) OR
May be waived by the permission of the Program Director 0-3

+ CIS156 Python Programming: Level I (3) OR
May be waived by the permission of the Program Director 0-3

+ MAT14+ Any College Mathematics course (3-6) OR
+ MAT15+ Any College Algebra/Functions course (3-6) OR
+ MAT187 Precalculus (5) OR
Appropriate District placement OR
Permission of Department/Division Chair 0-6

+ MAT206 Elements of Statistics 3
Credits: 21-36

+ indicates course has prerequisites and/or corequisites.
++ indicates that any suffixed course may be selected.
MCCCD Governing Board Approval Date: August 25, 2020

All information published is subject to change without notice. Every effort has been made to ensure the accuracy of information presented, but based on the dynamic nature of the curricular process, course and program information is subject to change in order to reflect the most current information available.





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