Course Syllabus
📞Contact Information
Instructor: Astrud Reed, MA
Email: astrud.reed@uci.edu
Phone: 949-824-5674
Office: Science Library (Contact for details)
🌐 Online Course Information
Course Location & Evaluation Elements: This course is entirely self-paced and hosted on the UCI Udemy Business platform. All course materials, including lectures, videos, websites, articles, assignments, resources, quizzes, and discussion boards, can be accessed online through the UCI Udemy and Canvas DataGPS sites.
Module Schedule: Course materials for each module will be accessible to students from the start of the course. Students can choose to complete each module at their own pace - there are no strict completion deadlines. However, students are encouraged to follow a regular schedule to ensure consistent progress and course completion.
📘 Course Information
Course Description and Purpose
As an investment into the data driven student success initiative, UCI sees immense value in providing a top-tier data analytics certificate program to campus staff, faculty, and leadership. The MAPSS (UCI Compass Metrics & Analytics Promoting Student Success) Certificate Program will provide applicable, informative learning paths, organized by campus roles, utilizing the Udemy Business Learning platform. The courses will impart vital insights and skills that will aid members of each role in exponentially expanding the ability to perform in their current duties, while also providing enhancements for professional development / career path growth - at no cost to learners. Each MAPSS path will include courses in Data Literacy, Efficacy, Ethics, Data Analytics & Business Intelligence, Career Path Data Specialty, and provide examples of how data is being used in academia, and specifically at UCI.
The MAPSS (UCI Metrics & Analytics Promoting Student Success) Certificate Program provides a comprehensive learning path tailored to campus staff, faculty, and leadership roles at UCI. The program offers three tracks:
- Track 1: Foundations of Data Literacy
- Track 2: Creating Citizen Data Scientists
- Track 3: Analytics Tools for Business Operations
🎯 Course Objectives
Upon completing this course, students will be able to:
- Develop a strong foundation in data literacy, including an understanding of key concepts, types of data, and their relevance in various contexts.
- Understand the fundamental principles of data-driven decision making.
- Learn how to present data effectively with a clear goal in mind, and with solid data support.
- Gain proficiency in using a range of data-oriented tools and technologies, including spreadsheet software, data analysis platforms, and business intelligence tools.
- Recognize the ethical considerations and responsibilities associated with data access, collection, storage, and usage, as well as AI and Machine Learning.
- Collaborate effectively within a data-driven team or environment, emphasizing teamwork, innovation, communication, and leadership skills.
- Cultivate a growth mindset and a continuous learning attitude to adapt to evolving data landscapes.
- Explore various learning resources and communities to continue building data literacy beyond this program.
🌟Major Topics
Track 1: Foundations of Data Literacy
Module 1: Introduction to Data Culture
This module introduces the concept of data culture and its significance. Students will explore the Data Culture Initiative at UCI and understand the importance of data-driven decision-making.
Module 2: Data Literacy, Ethics, and Efficacy
In this module, students delve into the fundamentals of data literacy, ethics, and the efficacy of data-driven decision-making. They will explore the key principles and benefits of data literacy, distinguish between data types, and learn about statistical analysis and data visualization.
Module 3: Tools to Develop a Lifelong Learning Mindset
This module focuses on equipping students with the mindset and tools needed for continuous learning in the data-driven world. Topics include growth mindset, effective study techniques, and understanding the UCI data ecosystem.
Module 4: Data Ecosystem Key Components
Students will gain an understanding of the essential components of the data ecosystem, including data pipelines, data warehousing, and cloud computing. They will explore tools and resources for data management and analysis.
Module 5: Building Skills for Data-Driven Decision Making
This module focuses on developing practical skills for data-driven decision-making. Students will learn problem-solving techniques, explore decision-making styles, and understand the role of emotional intelligence. Collaboration and strategic thinking are also emphasized.
Track 2: Creating Citizen Data Scientists
Module 1: From Foundations to Frontiers: How You Can Become a Citizen Data Scientist!
Transition seamlessly from foundational knowledge to advanced proficiency and discover how you can join the ranks of UCI’s citizen data scientists, leveraging your unique background and data skills.
Module 2: Unlocking Data Powerhouses: From Databases to the Cloud
Master the essential tools of data management and cloud technology, as you unlock the potential of databases, programming languages, and cloud computing to handle and analyze data effectively.
Module 3: Decoding Data: Core Statistics and Analytics for Turning Data into Insight
Develop a strong base in statistics and analytics. Learn how to query and decode data sets and transform them into actionable insights that drive organizational success.
Module 4: AI Unleashed: Harnessing Artificial Intelligence for Business Success
Explore the fascinating world of Artificial Intelligence and Machine Learning. Learn how to harness these powerful technologies to innovate and solve real-world business challenges, using UCI and industry examples.
Module 5: Visualize to Capitalize: Data Visualization & Business Intelligence
Transform data into compelling visuals. Master the art of data visualization using tools like Excel, Power BI, and Tableau, and learn how to communicate data-driven insights effectively.
Module 6: Future-Focused Leadership: Culture, Innovation, and Strategy
Equip yourself with leadership skills for the future. Focus on fostering a culture of innovation, strategic thinking, and mindful leadership to navigate the complexities of the modern business world.
Track 3: Analytics Tools for Business Operations
This track is designed for role-specific learning and is aimed at campus leaders, administrators, faculty, and staff. It emphasizes the use of Business Intelligence (BI) applications and advanced data analytics tools for operational and strategic decision-making.
⏩Course Sequencing
- Track 1: This is the first course in a series of three courses of the MAPSS Certificate Program.
- Track 2: This track is designed for those looking to advance their skills beyond Track 1, culminating in the development of citizen data scientists at UCI.
- Track 3: Focuses on enhancing role-specific skills, particularly for those involved in campus operations, instruction, business, and leadership roles.
📝Course Requirements
Certificate Requirements
Course completion with a grade of 70% or better is required to receive UCI Compass MAPSS certification.
Technical Requirements
- Udemy Account: Students must have access to an active Udemy account, as the entire course is hosted on the Udemy platform.
- Web Browser: A modern web browser (e.g. Google Chrome, Mozilla Firefox, Safari, or Microsoft Edge) is required to access the course materials, view videos, and participate in quizzes and discussions.
- Optional Data Tools: While not mandatory, students interested in deeper data analysis may benefit from access to software tools like Microsoft Power BI, Tableau, or Microsoft Excel. These tools can be helpful for creating data visualizations and working with real-world data.