Postgraduate Diploma [Artificial Intelligence and Machine Learning] From Canadian Institute of Management and Technology

Artificial Intelligence and Machine Learning students will understand the foundations of agents, and their working environment, along with various search strategies. They will also learn the key concepts of Machine Learning strategies such as supervised, unsupervised and reinforcement learning with practical implementation with different Python packages. The program introduces concepts in statistical inference, data manipulation, data visualization, neural networks, deep learning, big data and data analytics with IoT.

Students will get hands-on experience in various algorithms in Artificial Intelligence and Machine Learning algorithms using Python. Student will be able to apply deep learning techniques to virtual environments and will develop methods to generate synthetic data for training neural networks to achieve results comparable to networks trained on real data. Also they will be able to identify, analyze, and interpret trends or patterns in complex data sets and will gain experience with major big data technologies and frameworks including Hadoop, MapReduce, Apache Spark, and Hive. The project work will build your technical skills by providing a holistic approach towards problem solving using models in Artificial Intelligence, Machine Learning and Deep Learning.