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Next Cohort: Jan 14-Mar 31

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Duration

12 weeks

Tuition

$995

  Toronto

Jan 14-Mar 31

Commitment

Part-Time

Delivery

Classroom

Year Founded

1867

Scholarships

no

Modern Artificial Intelligence (AI) systems often combine techniques from many sub-disciplines: Machine Learning, Deep Learning, Reinforcement Learning, Planning, Intelligent Agents, etc. In this course, you’ll build your knowledge of techniques that can be built into AI’s that allow them to reason about their current situation and plan their next move. You’ll build AIs that can learn to play games and need to trade off exploiting strategies they already know are useful vs. exploring new strategies that may be even better. You’ll be ready to apply these techniques to solve real world problems such as finding adaptive strategies for dealing with difficult customers or optimizing use of parking spaces.

What You’ll Learn

  • Know the theory and practice of cooperating intelligent systems.
  • Understand when reinforcement learning is the right approach to use.
  • Use TensorFlow to create learning models.
  • Combine planning and reinforcement learning with deep learning techniques.
  • Build AIs that can play simple games and discover increasingly successful strategies.

Prerequisites: Machine Learning; Deep Learning

Ready to get started?

Next Cohort: Jan 14-Mar 31

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Student Reviews (7)

University of Toronto School of Continuing Studies

Data Analytics Boot Camp

Toronto •

Graduated From

Data Analytics Bootcamp

Overall:

5 out of 5

Instructors:

5 stars

Curriculum:

5 stars

Job Assistance:

5 stars

I am a senior IT professional with over 20 years of experience in enterprise environments. One of the challenges that I faced was the trend of IT digital transformation, emerging and disruptive technologies. As open source tools became more popular ...

I am a senior IT professional with over 20 years of experience in enterprise environments. One of the challenges that I faced was the trend of IT digital transformation, emerging and disruptive technologies. As open source tools became more popular and innovative it provided the flexible platform on creating applications and services. As a result, I needed to learn these various software tools. My challenge is that I didn't want to take single courses for each software tool which would be incredibly time intensive. I was really looking for the training that a boot camp environment would provide to allow me to simultaneously learn all these tools. As I was doing my research I came across this program and once I reviewed the syllabus I realized that this is what I needed to give me what I wanted in order to excel my career in this new digital age. I evaluated how the scheduling would impact my current lifestyle and found that the hours and commitment was manageable. This is why I chose this boot camp.

I started this program in January 2019 and I was full of excitement! As I knew that once I acquired these skill sets, it would elevate my career. I quickly found that the program was quite intense. In addition, the instructors were extremely knowledgeable. My favourite part of this program is that everything we do is hands-on! We don't learn just from theory but work on things as we go. We did a lot of group projects that mimic real-life business cases, which made the program very relevant. I really enjoyed the facilities and environment of the learning space that we were situated in as students. It was very conducive to group learning--everyone was from diverse employment backgrounds, which made our skills really unique.

I truly recommend this program for any senior IT person like myself that are looking for a refresher, skill updates and those who are looking at data analytics. This program provides you that one stop shop and the price is very fair! My advice is to commit the time, attend every class, review the assignments as much as possible, and look for YouTube videos for additional learning on each topic, as this will help a lot! If you put the time, your success would be unparalleled.

University of Toronto School of Continuing Studies

Digital strategy and marketing management certificate

Toronto •

Graduated From

Foundations of Digital Strategy and Marketing Management

Overall:

5 out of 5

Instructors:

5 stars

Curriculum:

5 stars

Job Assistance:

na

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.

FAQ

  • 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.

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