How To Study Data Science In Canada- One of the in-demand profession in the 21st century is data science. If you are good in mathematics and have opportunity to go for a higher degree , you may want to consider going to study data science. Data scientists are not only in hot demand in major countries in the world but also well-paid. In the paragraphs below, I will be showing you how to study data science in Canada.
How To Study Data Science In Canada
What You Should Know About Data Science
Before you study data science, its important you have some basic understanding about the course. So lets look briefly at the meaning of Data science.
Data science is the study of data using modern tools and techniques. It is a multi-disciplinary approach that adopts principles from different fields such as mathematics, statistics, artificial intelligence and computer engineering to analyze data. Data science use different tools to derive /generate meaning/insights from sets of data.
Usefulness Of Data Science
Data science is useful in four ways:
1. Descriptive analysis
This examines data in order to gain insights into the events in the data environment. It is usually visualized by bar charts, pie charts , tables, line graphs, etc.
2. Diagnostic analysis
This type of data analysis that takes detailed examination into a set of data to understand the reason for an occurrence. It is usually characterized by techniques like data discovery, data mining, drill-down and correlations.
3. Predictive analysis
This type of data analysis apply historical date to make future predictions. It is usually characterized by techniques such as machine learnings, predictive modelling, forecasting and pattern matching.
4. Prescriptive analysis
It predicts events that may happen and also suggest an optimum , response to such events. It employs graph analysis, simulation , neural networks, etc.
Process Involved In Data Science
5 Stages are involved in data science:
- Obtain data
- Scrub data
- Explore data
- Model data
- Interpret results
1. Obtain data
The ist stage is to obtain data which can be from an existing data source , entirely new or data repository. Data can also be purchased from a trusted 3rd party source.
2. Scrub data
This involves data cleaning and standardizing to a desired format. Examples includes fixing data errors, removing data outliers, fixing mathematical inaccuracies, etc.
3. Explore data
This is used for data modelling strategies for future purpose.
4. Model data
Software and machine learning algorithms are used in this stage to obtain deep insights , predict outcomes and also come up with action plans. Some of the techniques here include association, classification and clusters.
5. Interpret results
These stage involve conversion of data insights into action. This is done through diagrams, charts, graphs, etc which would represent trends and predictions.
What Does It Cost To Study Data Science In Canada
It is important to know the cost of studying data science or any other course before starting out. This will enable you to prepare adequately for the course. To study data science in Canada, cost varies from one institution to another.
An average tuition of C$30, 000 to C$40, 000 per annum is needed to run data science program. Other costs such as accommodation, food, transport , etc will also be incurred.
Aside the financial aspect, you will also need a valid study permit. If you are a foreigner proposing to study data science in Canada, you can apply for one online or visit Canadian visa office. Application fee is C$150. Proof of financial support and letter of acceptance/admission letter from your school of interest.
What Do I Require To Study Data Science In Canada
To study Data science in Canada, you will require the following:
- Strong mathematics background
- Good IT skills
- Experience in use of data analysis tools is an advantage
- Good communication skills
- Problem solving skills
- B.Sc in Engineering , Computer science, Economics, Statistics or related subject.
Where Can I Study Data Science In Canada
This is the next question you must answer if you want to study data science in Canada
Top Institutions To Study Data Science In Canada
1. University of Toronto
University of Toronto is a public research university located in Toronto, Ontario, Canada. The university first started out in 1827 as King’s college. Data science program at the institution is offered both online and on-ground. The program is taught by professionals in the field.
2. Queen University
It is another great institution to study data science in Canada. The school which stands as one of the oldest in Canada was established on October 16, 1841. Students in Queen university studying data science acquire critical skills and knowledge that would cause them to thrive in the field.
3. McGill University
McGill University was founded in 1821 as a public English-language research university in Canada. The school is open to international students as language of instruction is English. As a data science student studying at McGill, you get to learn from experts in the field. Upon graduation, you would have acquired the skills and knowledge needed to launch out into the data science career.
4. University of British Columbia
The university established in 1908, stands as the oldest university in British Columbia. The school is one of the leading universities in Canada and is famous for some of its academic programs like data science, computer science , Engineering, etc.
The data science program at the university is a comprehensive one that equips students with skills and knowledge to launch out in the data science field.
5. University of Western Ontario
The university of Western Ontario is another outstanding university to study data science in Canada. It was founded in 1878 as a public research university in Ontario, Canada. The data science program at the university is a 4-year course where students are equipped with skills and knowledge to start out a career in data science.
6. University of Waterloo
It is a public university established in waterloo, Canada in 1957. The school offers a wide range of academic programs including data science. Data science students learn the nitty gritty of data science including data analytics, computing systems, statistics, machine learning , etc.
7. Western University
It is one of the leading research universities in Canada. It was established in 1878 as a public university. The school runs varieties of academic programs under 11 faculties and schools including data science.
The data science program enables students develop core competencies in computer science, statistics and also data science skills.
Other Universities where you can study Data science in Canada include
- University of Calgary
- Trent University
- University of Ottawa
- Northeastern University
- University of New Bruunswick
- Ryerson University
- University of The Fraser Valley
- Thompson Rivers University
- University of Regina
- Acadia University
Canada is one of the countries in the world with a thriving economy no wonder the huge migration into the country. Data science profession is an in-demand and lucrative one is Canada. To study data science in Canada, you should have a flare for mathematics, bachelor degree in Mathematics, Statistics, Engineering or related field. Then you should choose a reputable institution to study where you will stay understand under the tutelage of world-class professional to learn the nitty-gritty of data science.
Frequently Asked Questions
What qualification is required for data scientist in Canada?
Usually a bachelor’s degree in Computer science , Statistics , Mathematics or related field is required plus a master degree or PhD in Data Science, Machine learning or related Quantitative field.
Is Data Science an in-demand field in Canada.
Yes. Data science is an in-demand profession in Canada and also in some other developed countries in the world with high pay.
What is the duration of data science course in Canada?
Usually, data science program is about a year (12 months) where students are equipped with skills and knowledge to pursue career in data science.
What countries are best for data science profession?
The following countries provide the best education in data science; USA, Canada, UK , France, Australian , New Zealand, etc.
Is Mathematics required for Data Science?
Yes. Mathematics is required for Data Science. You will be dealing with a lot of numbers.
- https: // degreesandcareers. info- Top 15 Universities in Canada to study Data science and analytics
- https:// aws. amazon. com- What is data science