Introduction to Machine Learning Training in Canada

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 2 Days
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

In a world with abundant data, leveraging machines to learn valuable patterns from structured data can be extremely powerful. We explore the basics of machine learning, discussing concepts like regression, classification, model evaluation metrics, overfitting, variance versus bias, linear regression, ensemble methods, model selection, and hyperparameter optimization.

Through powerful packages such as scikit-learn, students come away with a strong understanding of core concepts in machine learning as well as the ability to efficiently train and benchmark accurate predictive models. They gain hands-on experience building complex ETL pipelines to handle data in a variety of formats; developing models with tools like feature unions and pipelines to reduce duplicate work; and practicing tricks like parallelization to speed up prototyping and development.

Prerequisite: Basic Python, basic to intermediate statistics, basic linear algebra, and/or successful completion of the Introduction to Predictive Analytics course

Individuals comfortable with basic programming and statistics looking to leverage machine-learning techniques for greater data insights.

  • Core machine learning concepts
  • A survey of ML modeling techniques
  • Production-grade ML pipeline development


Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Canada facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

27 January 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
09 February 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
10 February 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
11 February 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
18 February 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
27 January 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
09 February 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
10 February 2025 (2 Days)
Toronto, Montreal, Calgary
Classroom / Virtual Classroom
Introduction to Machine Learning Training Course in Canada

Canada is a North American country. Known as the second-largest country of the world, Canada’s capital city is Ottawa. Toronto, Vancouver and Montreal are the biggest and most popular cities of this country. The 8,891-kilometer southern and western border between Canada and the United States is the world's longest intergovernmental land border. This country also has the longest coastline in the world.

Canada is a constitutional monarchy. The country was originally a British Empire colony and is now a part of the British Commonwealth. Both French and English are Canada’s official languages. Canada’s national animal is a beaver and the its flag design is a vertical triband of red and white with a red maple leaf charged in the centre. Some of the top-rated tourist attractions in Canada are Niagara Falls, Banff National Park and Rocky Mountains, CN Tower in Toronto City, Bay of Fundy, Old Quebec (Vieux-Quebec in French), the ski resort of Whistler, Ottawa's Parliament Hill and Vancouver Island.

Choose from our extensive selection of IT courses, covering programming, data analytics, software development, business skills, cloud computing, cybersecurity, project management. Our highly skilled instructors will deliver hands-on training and valuable insights at a location of your choice within Canada.
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