• iconContinuing Education Centre, IIT Roorkee
  • iconcontd@iitr.ac.in

Opening Hours : Monday to Friday - 8.45 am to 5.30 pm



The course on Accelerators for Deep Learning

In recent years, the metrics used for optimizing and evaluating AI algorithms are diversifying: along with accuracy, there is increasing emphasis on the metrics such as energy efficiency and model size. Given this, researchers working on deep learning can no longer afford to ignore the computing system. Instead, the knowledge of the potential and limitations of computing systems can provide invaluable guidance to them in designing the most efficient and accurate algorithms. This course aims to inform students, practitioners and researchers in deep-learning algorithms about the potential and limitations of various processor architectures for accelerating the deep learning algorithms. At the same time, it seeks to motivate and even challenge the engineers and professionals in the architecture domain to optimize the processors according to the needs of deep-learning algorithms.

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Course Features

• Learn from IIT Roorkee professors and industry experts

• Access to Cloud Lab of CloudxLab (Lab comes pre-installed with all the software you will need to learn and practice.)

• Students will have access to a Learning Management System for referring to the content

• Guided projects and Timely Doubt Resolution from CloudxLab

• Certificate of completion from CEC IIT Roorkee

Eligibility criteria

Bachelor’s degree with minimum 50% marks. No coding or mathematics background is needed. However, an engineering degree is highly desired.

Application Process

Interested candidates can apply to his course online by clicking on apply now button. Based on the qualification and experience the application will be shortlisted and eligible candidates will be informed through the confirmation mail.