カナダでAI (人工知能) を学びましょう
最先端の研究、起業、キャリアの機会
カナダは最先端のAI研究拠点であり、高い成長が見込まれるキャリアにも恵まれています今後5年間に、3万5000の新しいイノベーション職の創出を見込んでいます。カナダのAI分野で働くことにより、産官学の機関と幅広く協働する機会を得られます。
カナダには、各地に世界トップクラスのAI (人工知能) やイノベーションのプログラムを提供する教育機関があります。カナダでAIを学ぶことにより、多くの機会が得られます：
- CBREのテクノロジー人材市場北米トップ20 (英語のみ) にランク入りしているトロント、バンクーバー、モントリオール、オタワなどの都市で暮らす機会
- 自らのビジネスアイディアを、大学のインキュベーター、アクセレレーター、起業ハブで試し、実用化する機会
- 800社以上のAI企業があるカナダで、世界最高水準の教育を受けた人々と共に働く機会
- フェイスブック、グーグル・ディープマインド、ウーバーなど、新しいAI研究所をカナダに置く国際的なテクノロジー企業で働く機会
AI (人工知能) とは？
AIは、私たちの暮らしと仕事のスタイルを大きく変えます。Siriに道順を尋ねたり、Netflixからお勧め映画の情報を得たり、ドローンが品物を配達するなど、私たちはAIを日常的に利用しています。多くの企業は、マシンラーニング、ディープラーニング、自然言語処理などAIの各分野の技術を活用して、画期的なソリューションを生み出しています。
カナダのAI (人工知能) プログラム
AI/Machine Learning
| Type | Program | Name of institution | Institution |
|---|---|---|---|
| Certificate | Artificial Intelligence & Machine Learning | Lambton College of Applied Arts and Technology | College |
| Undergraduate certificate | Artificial Intelligence and Intelligent Systems | Dalhousie University | University |
| Bachelor's | Artificial Intelligence | Durham College | College |
| Diploma | Artificial Intelligence | University of Winnipeg | University |
| Graduate certificate | Artificial Intelligence – Architecture, Design, and Implementation | Georgian College | College |
| Post-Baccalaureate Diploma | Artificial Intelligence | St. Francis Xavier University | University |
| Graduate certificate | Artificial Intelligence Analysis, Design and Implementation | Durham College | College |
| Graduate certificate | Artificial Intelligence and Data Science | Loyalist College | College |
| Bachelor's | Automation and Robotics (Co-op) | Algonquin College | College |
| Graduate certificate | Artificial Intelligence | Fleming College | College |
| Master's | Collaborative Specialization in Artificial Intelligence | University of Guelph | University |
| Diploma | Business Information Technology Management (Artificial Intelligence Management Option) | British Columbia Institute of Technology (BCIT) | College |
| Certificate | Internet of Things and Artificial Intelligence (French only) | Ahuntsic College | College |
| Master's | Data Science and Artificial Intelligence | University of Waterloo | University |
| Master's | Health Informatics - Artificial Intelligence | University of Toronto | University |
| Diploma | Machine Learning Analyst | NorQuest College | College |
| Master's | Information Technology Security (Artificial Intelligence Security) | Ontario Tech University | University |
| Specialized Graduate Diploma (D.E.S.S.) | Machine Learning | University of Montreal | University |
| Master's | Management - Artificial Intelligence | Queen's University | University |
| Master's | Management, Artificial Intelligence | York University | University |
| Certificate | Technical specialization in artificial intelligence (Online) (French only) | CEGEP of Sainte-Foy | College |
| Master's or PhD | Statistical Machine Learning | University of Alberta | University |
| Master's | Vector Institute Accredited Graduate Collaborative Specialization in Artificial Intelligence (CSAI) | Western University | University |
| Diploma | Machine Learning | Collège LaSalle | College |
| Graduate Certificate | Artificial Intelligence with Machine Learning | Humber College | College |
| Postgraduate Certificate | Applied Artificial Intelligence (French only) | Collège La Cité | College |
| Micro-certificate | Micro-certificate in Artificial Intelligence: Machine Learning Solutions | University of Manitoba | University |
| Postgraduate certificate | Applied A.I Solutions Development Program | George Brown College | College |
| Certificate | Applied Machine Learning Extension Certificate | Mount Royal University | University |
| Master's | Information Technology | Concordia University of Edmonton | University |
| Certificate | Artificial Intelligence and Machine Learning | Ascent College | College |
Computer Science
| Type | Program | Name of institution | Institution |
|---|---|---|---|
| Master's | Computer Science - Artificial Intelligence | Windsor University | University |
| Bachelor's | Computer Science (Smart Systems) | Memorial University | University |
| Master's | Computer Science - Specialization in Artificial Intelligence | York University | University |
| Bachelor's | Computer Science (French only) | University of Montreal | University |
| Bachelor's | Computer Science | University of Manitoba | University |
| Bachelor's | Computer Science | York University | University |
| Master's | Computer Science Concentration in Applied Artificial Intelligence | University of Ottawa | University |
| Master's | Computer Science with a specialization in Artificial Intelligence | Lakehead University | University |
| Master's or PhD | Computer Science | University of New Brunswick | University |
| Master's or PhD | Computer Science | University of Regina | University |
| Master's | Computer Science | McGill University | University |
| Master's | Computer Science | University of Montreal | University |
| Master's | Computer Science | University of Waterloo | University |
| PhD | Computer Science | University of Montreal | University |
| Master's or PhD | Computer Science | University of Toronto | University |
| Bachelor's | Artificial Intelligence and Machine Learning | Carleton University | University |
| Bachelor's | Psychology and Computer Science | University of Victoria | University |
| Master's | Computer Science - Artificial Intelligence | Université Laval | University |
| Specialized Graduate Diploma (D.E.S.S.) | Artificial intelligence (French only) | Université Laval | University |
| Bachelor's | Computing Science | Simon Fraser University | University |
| PhD | Intelligent Systems and Data Science | Brock University | University |
| Master's or PhD | Computer Science (Field of Study in Artificial Intelligence) | Queen's University | University |
| Master's | Master of Artificial Intelligence | Memorial University | University |
| PhD | Doctor of Philosophy (Ph.D.) Computer Science | McGill University | University |
Data Analytics
| Type | Program | Name of institution | Institution |
|---|---|---|---|
| Certificate | Applied Data Analytics | British Columbia Institute of Technology (BCIT) | College |
| Graduate Certificate | Big Data Analytics | Lambton College of Applied Arts and Technology | College |
| Certificate | Big Data Solution Architecture (Optional Co-op) | Conestoga College Institute of Technology and Advanced Learning | College |
| Graduate Certificate | Cloud Computing for Big Data | Lambton College of Applied Arts and Technology | College |
| PhD | Administration - Data Science | HEC Montreal | University |
| Graduate Certificate | Data Analytics for Business Decision Making | Lambton College of Applied Arts and Technology | College |
| Postgraduate Certificate | Artificial Intelligence and Data Analytics | Saskatchewan Polytechnic | College |
| Graduate certificate | Big Data Analytics | Georgian College | College |
| Master's | Business Analytics | York University | University |
| Graduate certificate | Data Analytics for Business Decision Making | Durham College | College |
| Master's | Data Analytics | Western University | University |
| Advanced Certificate | Data and Analytics | Douglas College | College |
| Post-Diploma Certificate | Data Management and Analytics | Bow Valley College | College |
| Diploma | Data Science and Machine Learning | Red River College | College |
| Post-Degree Diploma | Data Analytics | Douglas College | College |
| Certificate | Specialization in Big Data and Business Intelligence (French only) | CEGEP of Sainte-Foy | College |
| Post-Degree Diploma or Certificate | Data Analytics | Langara College | College |
| Postgraduate Certificate | Data Analytics | Holland College | College |
| Master's | Data Science and Analytics | Toronto Metropolitan University | University |
| Master's | Data Science and Business Analytics | HEC Montreal | University |
| Master's | Data Science | University of Waterloo | University |
| Master's | Management Analytics | University of Toronto | University |
| Graduate Certificate | Information Technology: Data Analytics | New Brunswick Community College (NBCC) | College |
| Certificate | Business Intelligence and Data Management | Northern Alberta Institute of Technology (NAIT) | College |
| Certificate | Data Science | Northern Alberta Institute of Technology (NAIT) | College |
| Post-Diploma Certificate | Data Analytics | Northern Alberta Institute of Technology (NAIT) | College |
| Graduate Certificate | Geospatial Data Analytics | Nova Scotia Community College (NSCC) | College |
| Diploma | IT Data Analytics | Nova Scotia Community College (NSCC) | College |
| Post-Baccalaureate Diploma | Marketing and Data Analytics | Okanagan College | College |
| Certificate | Data Analytics in Business Decision-Making | Sault College | College |
| Bachelor's | Data Science and Analytics | Seneca College of Applied Arts and Technology | College |
| Certificate | Business Intelligence Data Analysis and Reporting | Southern Alberta Institute of Technology (SAIT) | College |
| Post-Diploma Certificate | Data Analytics | Southern Alberta Institute of Technology (SAIT) | College |
| Certificate | Data Analytics for Business | St. Clair College | College |
| Advanced Diploma | Digital Health and Data Analytics | The Michener Institute of Education at UHN | College |
| Master's | Data Science | Thompson Rivers University | College |
| Post-Baccalaureate Certificate | Data Analysis | University of the Fraser Valley | University |
| Certificate | Data Analysis | Vancouver Community College (VCC) | College |
| Master's or PhD | Data Science and Analytics | Carleton University | University |
Engineering
産業界におけるAI (人工知能) の可能性
カナダのAIおよびイノベーション産業は成長を続けています。世界中のビジネスリーダー、起業家、そして皆さんのような学生が、カナダで成功しています。カナダでの研究やキャリアには、幅広い可能性があります：
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