About the Courses
Industries of all kinds are adapting to the world of machine learning to power new solutions for their markets with software developers skilled in the field of creating machine learning applications. These solutions are considered the starting point for creating new automated workflows, business intelligence applications, and smart manufacturing initiatives. Combining a basis in artificial intelligence algorithms and computer science, this two-semester Ontario College Graduate Certificate will teach you how to design a successful technology stack for the acquisition, analysis, and resolving of emerging industry challenges with advanced computer resources and infrastructure. You will advance your existing software development skills with real world projects designed by Conestoga's experienced faculty and researchers.
Industries of all kinds are adapting to the world of machine learning to power new solutions for their markets with software developers skilled in the field of creating machine learning applications. These solutions are considered the starting point for creating new automated workflows, business intelligence applications, and smart manufacturing initiatives. Combining a basis in artificial intelligence algorithms and computer science, this two-semester Ontario College Graduate Certificate will teach you how to design a successful technology stack for the acquisition, analysis, and resolving of emerging industry challenges with advanced computer resources and infrastructure. You will advance your existing software development skills with real world projects designed by Conestoga's experienced faculty and researchers.
Modules
Level 1
Course details
Career Management
CDEV8132
Conestoga 101
CON0101
Artificial Intelligence Algorithms and Mathematics
CSCN8000
Foundations of Machine Learning Frameworks
CSCN8010
Cyberlaw, Ethics and Privacy
INFO8621
Machine Learning Programming
PROG8245
Data Analysis Mathematics, Algorithms and Modeling
PROG8431
Agile Software Prototyping
SENG8100
Level 2
Course details
Reinforcement Learning Programming
CSCN8020
Artificial Intelligence for Business Decisions and Transformation
CSCN8030
Case Studies in Artificial Intelligence and Machine Learning
CSCN8040
Projects in Machine Learning
INFO8665
Applications in Industry 4.0
SENG8110
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IELTS Academic
IELTS 6.5 with no bands less than 6.0;
Requirements
Domestic applicants with documents (transcripts) from an educational institution from a country other than Canada must have their documents evaluated for equivalency at an approved provider of credential evaluation services. Applicants to this program require a Comprehensive or Course-by-Course Report.
Applicants possessing degrees/diplomas from institutions where the language of instruction was not English will be required to provide test scores as evidence of their English language proficiency. Test scores, if required, would be a minimum of TOEFL iBT 88 (effective January 2024 with no individual skill less than 22; IELTS 6.5 with no bands less than 6.0; CAEL 70 with no sub-test band scores less than 60; PTE Academic 58; Conestoga English Language Test (CELT) Band 6; Cambridge Exams 180 with no individual score less than 170; or equivalent scores in other recognized standard tests of English.
We offer a language program for students whose English language skills are below the standard required for admission but who have met all other admission criteria. You will be eligible for admission to the degree program after completion of level 4 of the General Arts and Science – English Language Studies (ELS) program with an overall grade average of 80% and no grade less than 75%. Your placement in the ELS program is determined by scores on an in-house English language test or TOEFL or IELTS.