Published: July 20, 2020 3:06:18 pm
Indraprastha Institute of Information Technology (IIIT) Delhi, in collaboration with IBM Research, is beginning a ‘Data Lifecycle Management’ course for the scholars of the Institute’s Computer Science Engineering (CSE). The course will probably be provided for pre-final 12 months and remaining 12 months undergraduate, postgraduate and doctoral college students.
The course may even cowl algorithms and finest practices for dealing with data to construct higher ML pipelines. This in keeping with the institute Dr. of IBM Research The adjoining will probably be taught by Mehta and Hema Patel.
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Although IIIT-Delhi already has a number of data science programs in its program construction, the brand new curriculum will focus extra on data management points for the AI pipeline. The course will cowl varied parts and challenges for the data life cycle. This will assist college students perceive the event of data analysis from enterprise intelligence to synthetic intelligence to hybrid cloud, the institute claims.
Dr. Sajeep Mehta, IBM Research AI, mentioned, “It is necessary for the subsequent technology of AI researchers to know the data lifecycle. In a typical AI challenge, about 80 p.c of the hassle is spent on data acquisition, cleansing, and preparation, whereas mannequin studying contributes 20 p.c. This course will concentrate on instructing these ideas in an impressive solution to the scholars. “
The two-credit syllabus is split into six sections, which can cowl – AI Background Refresher, Framework for Operational Data for AI Tasks, Data Exploration, Data Quality Analysis for ML, Data Preparation for AI. Comes collectively in a follow setting. , And re-imagining data in a hybrid cloud setting in keeping with IIIT.
The course will function lectures by a few trade consultants, which can present how these ideas are utilized to the creation of large-scale data lakes, knowledgeable by IIIT’s official assertion.
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