Attestation d'études collégiales - Intelligence artificielle et apprentissage machine

The Artificial Intelligence and Machine Learning (AIML) program is designed to put students on the path to an exciting, evolving career that is predicted to grow sharply in the future. Artificial intelligence and Machine Learning will impact all segments of daily life, with applications in a wide range of industries such as healthcare, transportation, insurance, transport and logistics and even customer service. The need for AI specialists exists in just about every field as companies seek to give computers the ability to think, learn and adapt.

In this program, students will learn the use of mathematics, programming approaches (deep learning, unsupervised learning, data preprocessing, etc.) programming tools (programming, like "frameworks" and libraries, and languages, like Python and R) in the particular context of artificial intelligence.

The AIML program provides training in the skills required for a career in AI. Students will master TensorFlow, Machine Learning, and other AI concepts, plus the programming languages needed to design intelligent agents, deep learning algorithms & advanced artificial neural networks that use predictive analytics to solve real-time decision-making problems.

Students will design and build their own intelligent agents and apply them to create practical AI projects including games, machine learning models, logic constraint satisfaction problems, knowledge-based systems, probabilistic models, agent decision-making functions and more.

Students will also understand and master the concepts and principles of machine learning, including its mathematical and heuristic aspects.