--- snapshot-1779495801+++ snapshot-1781259318@@ -185,10 +185,6 @@ 
         Course List
           Code      Title                                                          Units  
-          DTO 5100  Foundations and Applications of Machine Learning               3 Units
-          DTO 5101  Foundations of Machine Learning for Scientists and Engineers   3 Units
-          DTO 5120  Essential Concepts in Data Science                             3 Units
-          DTO 5140  Engineering Design                                             3 Units
           DTO 5150  Topics in Digital Transformation and Innovation                3 Units
           DTO 6106  User Research and User Experience Principles and Practice      3 Units
           DTO 6107  Interaction Design and Design Thinking                         3 Units
@@ -227,36 +223,6 @@ 
           From advancing healthcare solutions to tackling global challenges like climate change, the University of Ottawa’s researchers are at the forefront of innovation, making significant contributions to society and beyond.
 
-              DTO 5100 Foundations and Applications of Machine Learning (3 units)
-
-              The capabilities and limitations of machine learning; problem formulation; supervised and unsupervised learning techniques; deploying, monitoring, and evaluating machine learning models; storytelling and assessing the results of learning; current advances in application areas such as business, law, arts, social sciences and education.
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-              Course Component: Lecture
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-              The courses CSI 5155, ELG 5255, IAI 5100, IAI 5101, MIA 5100, DTO 5100 cannot be combined for units.
-
-              DTO 5101 Foundations of Machine Learning for Scientists and Engineers (3 units)
-
-              The capabilities and limitations of machine learning; problem formulation and requirement engineering; supervised and unsupervised learning techniques; designing, deploying, monitoring and evaluating machine learning models; assessing the results of learning; current advances in application areas such as engineering, science and health.
-
-              Course Component: Lecture
-
-              Courses CSI 5155, ELG 5255, IAI 5101, IAI 5100, MIA 5100, DTO 5101 cannot be combined for units.
-
-              DTO 5120 Essential Concepts in Data Science (3 units)
-
-              An introduction to the foundations of data science using a case study approach; overview of the data science process: types of tasks and models, data manipulation, exploratory data analysis, data summarization and data visualization; predictive modeling, descriptive modeling; reporting and deployment.
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-              Course Component: Lecture
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-              Courses CSI 4142, DTI 5125, DTI 5126, MAT 4373, DTO 5120 cannot be combined for units.
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-              DTO 5140 Engineering Design (3 units)
-
-              Open ended, hands-on engineering design course that provides students with fundamentals and advanced concepts of the engineering design process from client empathy to prototyping and testing. Students work directly with clients to solve a real societal need. There is a strong component of teamwork and lifelong learning.
-
-              Course Component: Lecture
-
               DTO 5150 Topics in Digital Transformation and Innovation (3 units)
 
               Recent and advanced topics in the field of Digital Transformation and Innovation and its related areas. Topics vary from year to year.