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Next Cohort: Jan 14-Mar 31
Jan 14-Mar 31
This course will equip you with the basic machine learning and artificial intelligence (AI) tools for mining and analyzing datasets, and extracting insights for decision making. You will learn how to identify correlations and patterns in datasets, build predictive models using machine learning and AI software and evaluate the performance of those models.
What You’ll Learn
- Find correlations between variables in a dataset.
- Identify clusters in data such as market segments.
- Predict future outcomes based on hidden relationships in historical data.
- Use tools to classify events or observations by type.
- Evaluate and combine models for best performance
- 3250 Foundations of Data Science and 3251 Statistics for Data Science OR
- Previous knowledge and experience in Python programming and statistical techniques OR
- A passing grade on a self-assessment test/quiz for equivalent skills
Ready to get started?
Next Cohort: Jan 14-Mar 31
Student Reviews (6)
I enrolled in the digital strategy and marketing management certification with about four years of experience in a traditional marketing role. My instructors were highly qualified and had a lot of industry experience, many even work in management roles...
I enrolled in the digital strategy and marketing management certification with about four years of experience in a traditional marketing role. My instructors were highly qualified and had a lot of industry experience, many even work in management roles and teach at the same time, so the case studies are recent and detailed. I highly recommend this program to anyone who wants to improve their skills in digital marketing and already has some work experience behind them.
Do I have to be a University of Toronto student or alumnus to apply for courses at the School of Continuing Studies?
No. All adults are welcome to apply for courses at the School regardless of prior academic background.
Can I apply the courses I take at the School of Continuing Studies for credit towards a degree program at the University of Toronto?
No. Courses taken at the School of Continuing Studies do not carry University of Toronto degree credit.
Will I gain admission to the University of Toronto if I take courses at the School of Continuing Studies?
No. Acceptance into the University of Toronto cannot be attained by completing courses at the School of Continuing Studies. You must apply for admission to degree programs, either through the Office of Admissions and Awards or through the School of Graduate Studies.
Do I have to register in a certificate before taking courses?
You do not have to register in a certificate before enrolling in courses that are requirements in the certificate program. When you have satisfied all certificate requirements in the prescribed time limit, you simply fill out the Certificate Request Form, send it to the School by email, fax or mail, and then wait for the certificate to be mailed to your preferred address. Although it is not necessary to register in a certificate before enrolling in courses, we do recommend that you notify us of your intention to pursue a certificate when you register for your first course. We will be able to track your progress and notify you of any updates or changes to the program.
Will the courses I take at the School of Continuing Studies affect my GPA at the University of Toronto?
All courses taken through the School of Continuing Studies are non-degree, non-credit. Final grades achieved for the School’s courses will not affect your GPA for degree studies at the University of Toronto.
I have a degree from another country. Can your institution do an evaluation of my degree?
Yes. The Comparative Education Service provides assessments of international academic qualifications and compares them to those offered in Canada, which helps employers to better understand our clients’ credentials. Please visit http://learn.utoronto.ca/ces.htm to print out an application and to review the document requirements.
Can I get a student visa if I study at the School of Continuing Studies?
Our full-time English as a Second Language Program is the only course or program offered by the School that may entitle you to qualify for a student visa. Check with the nearest Canadian visa office to make sure you have enough time to get the proper documents, if required. View the Citizenship and Immigration Canada website for more information.