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Submitter's Information
Kevin Arguello
Adjunct Instructor
Los Angeles
East LA College
CTE Dean
Kendra Madrid
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Program Details
Data Science Certificate of Achievement
New Program
Computer Information Systems (070200)
08/01/24
The Certificate of Achievement in Data Science is an educational program that provides a strong foundation for a career in the field of data science. The program equips students with the skills to source and refine data from various platforms. They learn to use tools like SQL for relational databases, Python for data manipulation, and AWS services for advanced data handling and analytics. The curriculum covers essential Python libraries and AWS features, preparing students to manage complex data projects and make informed decisions based on large datasets. Additionally, the program provides a comprehensive understanding of statistical methods in a data science environment, which is crucial for data science roles that demand proficiency in extracting insights and defending data transformation decisions.
We estimate ~25 annual program completers
Program Proposal Attributes
- Certificate of Achievement: 16 or greater semester (or 24 or greater quarter) units (C)
Program Goals:
The Certificate of Achievement in Data Science sets the educational pathway for a future in data science, providing students with the foundational knowledge and practical skills necessary to tackle large datasets. This program is tailored to build a solid base in data sourcing, manipulation, and analytics, using tools such as SQL, Python, and AWS, preparing students to excel in data science roles. By the end of the program, students will be equipped not only to contribute effectively to current data projects but also to strengthen their candidacy for advanced positions in the field of data science.
Program Objectives:
Upon successful completion of the program, students will:
- Python and Data Science Applications: Develop proficiency in Python's powerful libraries for data analysis, visualization, and machine learning, essential for tackling real-world data science challenges.
- Statistical Foundations: Understand and apply statistical methods critical for data analysis, enabling the interpretation and communication of statistical findings within data science applications.
- Cloud Computing and AWS Database Essentials: Obtain a fundamental understanding of cloud computing with AWS and learn to manage cloud-based databases.
- SQL Database Management: Develop a solid grounding in SQL and PL/SQL for Oracle databases, enabling them to efficiently organize, access, and manipulate large volumes of data.
- Data Visualization: Acquire the ability to create clear and actionable visualizations with Tableau, a core competency for communicating data insights in the business environment.
Course Units and Hours
19
n/a
n/a
Course Report
East Los Angeles College's Certificate of Achievement in Data Science, is a comprehensive educational program tailored to the growing tech industry in Los Angeles. The program is designed to equip students with essential skills for sourcing, refining, and analyzing data using tools such as SQL, Python, and AWS. The curriculum covers a range of topics including Python libraries, AWS capabilities, and statistical methods, giving students the ability to tackle complex data projects and roles that require deep analytical insights.
This program addresses a critical need in our community, aligning with the Bureau of Labor Statistics' forecast of a 35% growth in data science jobs by 2032 and the anticipated 45% increase in California's data sector by 2030. As the tech sector in Los Angeles thrives and data's role in key sectors expands, ELAC's certificate meets the urgent demand for skilled data professionals, positioning our students at the forefront of a dynamic and rapidly expanding job market.
To respond to industry trends and employment data, ELAC's advisory committee has strongly recommended the introduction of this Data Science Certificate. It emphasizes the integration of new courses in Machine Learning, Data Analytics, and Data Science, mirroring the specialized skills sought within the tech and business sectors. The certificate is designed to offer practical learning experiences, ensuring graduates are job-ready for a market that values data science expertise.
Course | Title | Units | Year/Semester (Y1 or S1) |
---|---|---|---|
Elective Option * | |||
CIS 192 * | Introduction to Cloud Computing | 3 | S1 |
CIS 125 * | Tableau Essentials | 3 | S1 |
Core Courses | |||
CS 119 | Programming in Python | 3 | S1 |
CIS 193 | Database Essentials in AWS | 3 | S1 |
Math 229 | Statistics for Data Science | 4 | S2 |
CS 121 | Python Programming for Data Science | 3 | S2 |
CIS 219 | Introduction to Oracle: SQL & PL/SQL | 3 | S2 |
Supporting Documents
Los Angeles Regional Questions
Los Angeles Community College District
East Los Angeles College
Kendra Madrid
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New Program
Business
Submission Details
01/26/24 - 02:06 PM
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Please list the reason(s) for returning "Data Science Certificate of Achievement". to Kevin Arguello's drafts. This message will be sent to arguelk@elac.edu
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