Mentor lecture on AI/ML in Education

Dr. Gitanjali Yadav,

NIPGR

The session talks about the introduction to R software and importance of R in data Sciences. It also stresses upon the need of learning R by teachers of various subject backgrounds.

Hands-on Session-1 with R-Studio

Dr. Tavpritesh Sethi,

IIIT-Delhi

The lecture talks about using data sciences in the health care domain. It includes some interesting examples on how AI/ML is helping health scientists and biologists worldwide to predict the epidemiological patterns and solve problems.

Hands-on Session-2 with R-Studio

Dr. Tavpritesh Sethi,

IIIT-Delhi

The session is a Hands-on session on R cloud and differentiates between R file and marked domain files. It explains various variables, functions and data sets in 'R'.

Data Science & Machine Learning for Budding Biologists

Dr. Gitanjali Yadav,

NIPGR

The session talks about the application of data science and 'R' in Biological Sciences by taking different examples from Biology. The use of variables, vectors, functions and character vector was duly explained.

Integrating Artificial Intelligence & Machine Learning to design Lesson Plans

Dr. Astha Saxena,

DEEP-C (DRIIV)

The session talks about the basics of integrating AI/ML in Curriculum & Teacher Education through various pedagogic interventions. The session also highlighted the recommendations of NEP 2020 that emphasise the value of AI/ML in school education.

Hands-on Session - Data in 'R'

Dr. Gitanjali Yadav,

NIPGR

The session talks about “R programming” and explains the role of variables, functions , vectors ,indexing etc.

Revision Exercises with 'R'

Dr. Gitanjali Yadav,

NIPGR

The session talks about Relational Operators used to compute a condition/comparison, logical operators, creating data frames, importing and creating files from Scratch. The session also elaborates upon “importing a (TSV) Data Frame from a file on the computer or import a (CSV) COVID Patient file from the computer” , exploring the datasets, and finding missing values.

Hands-on Session on Data Science-1

Dr. Rintu Kutum,

IIIT-Delhi

The session talks about the importance of data visualization through certain illustrated examples on Pan India data related to Sero Epidemiological survey (Phenome India Cohort) for SARS-CoV2.

Hands-on Session on Data Science-2

Dr. Rintu Kutum,

IIIT-Delhi

The session is a hands-on with 'R' studio and includes various data driven activities and exercises.

Hands-on Session on Data Science-3

Dr. Rintu Kutum,

IIIT-Delhi

The session is a hands-on with 'R' studio and includes various data driven activities and exercises.

Hands-on Session on Data Science-4

Dr. Rintu Kutum,

IIIT-Delhi

The session is a hands-on with 'R' studio and includes various data driven activities and exercises.

An Overview of Machine Learning and its use for Interdisciplinary Applications

Dr. Vandna Luthra,

Gargi College, Delhi University

The session talks about the role of Machine Learning & Artificial Intelligence in managing large data sets. It helps in identifying patterns from data and the potential of this automation with numerous application in diverse fields by way of simple algorithms.

Role of artificial intelligence (AI) in decoding the human genome

Dr. Kumardeep Chaudhary,

IGIB, New Delhi

The session explains how AI, ML and Deep Learning is helping in Identification of Data points with the Supervised and Unsupervised learning. It also highlights the role of AI in daily life especially in drug discovery and efficacy.

Step-by-Step ML/AI with 'R'

Dr. Gitanjali Yadav,

NIPGR

The session talks about R-Packages and their role in structuring data sets for better analysis and interpretation. Installation of R-Packages such as Package(‘caret’), Package(‘randomforest’), Data(iris) and their importance have been explained.

Step-by-Step ML/AI with 'R'

Dr. Gitanjali Yadav,

NIPGR

The session explains the plots for patterns, Data Structure , vectors, matrices, arrays, inspecting data frame object, indexing and subsetting , visualizing data in R(ggplot), and data Analysis using various plots.

AI/ML for COVID-19

Dr. Tavpritesh Sethi,

IIIT-Delhi

The session talks about generating datasets with varied appearances and identical statistics through simulated Annealing. The session included a brief description about "wiseR" which is software that helps in making conclusions from complex datasets.