YCIT 440 - AI and Data Science Capstone Project
27132452
Language of Delivery
English
Delivery Format(s)
Online learning (or online course)
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Description
Official Description
8.0 Continuing Education Units (CEUs)
A project that builds a full data pipeline from preparing, analyzing and visualizing data to building and testing models. Communication and presentation of insights and recommendations derived from data analysis using visualization and storytelling techniques.
Supplementary Information
20 hours of lectures and 60 hours of independent study. Course may be offered in person or online with synchronous and asynchronous activities.
The passing grade for this course and the prerequisite courses is B-.
RESTRICTION: Not open to students who have taken YCBS 299 - Data Science Capstone Project.
Prerequisite(s) and Corequisite(s)
- For students enrolled in the PDC in Applied AI and Data Analytics for Business:
- AI and Data Science in Practice (YCIT 200) or Data Science for Business Decisions (YCBS 256); AND
- Applied Statistics for Data Science and Analytics (YCIT 201) or Statistics for Business Decision Making (YCBS 260); AND
- AI and Data Analytics Methods and Applications (YCIT 320) or Data Analytics Fundamentals (YCBS 261); AND
- Leading AI and Data Projects (YCIT 202) or Leading Data Science Projects and Teams (YCBS 262); OR
- Machine Learning: Principles and Applications (YCIT 313) or Statistical Machine Learning (YCBS 255); OR
- Special Topics in Technology and Innovation (YCIT 390)
- For students enrolled in the PDC in Applied AI and Data Science:
- AI and Data Science in Practice (YCIT 200) or Data Science for Business Decisions (YCBS 256); AND
- Machine Learning: Principles and Applications (YCIT 313) or Statistical Machine Learning (YCBS 255); AND
- Practical Machine Learning (YCIT 324) or Practical Machine Learning (YCBS 258); AND
- Applied Statistics for Data Science and Analytics (YCIT 201) or Statistics for Business Decision Making (YCBS 260); OR
- Leading AI and Data Projects (YCIT 202) or Leading Data Science Projects and Teams (YCBS 262); OR
- Data at Scale (YCIT 323) or Data at Scale (YCBS 257); OR
- Special Topics in Technology and Innovation (YCIT 390); OR
- Fundamentals of AI: Time Series Analysis (YCIT 437) or Time Series Analysis Fundamentals (YCNG 233); OR
- MLOps for Predictive Modelling (YCIT 438) or Predictive and Classification Modelling (YCNG 228)
Applies Towards the Following Programs
- Professional Development Certificate in Applied AI and Data Analytics for Business : Required Courses
- Professional Development Certificate in Applied AI and Data Science : Required Courses
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Section(s) offered
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