Provides information regarding ADA (Advanced Data Analysis) at Vellore Institute of Technology (VIT) (VIT BHOPAL UNIVERSITY)
(1)
Correlation
Basic statistics: mean, median, standard deviation, variance, correlation, covariance
(2)
Regression Analysis
Linear regression: simple linear regression - Regression Modelling - Correlation, ANOVA, Forecasting, Autocorrelation
(3)
Classification
Logistic Regression, Decision Trees, Naïve Bayes-conditional probability
(4)
Clustering
K-means, K-medoids, Hierarchical clustering
(5)
Managing Health and Safety
Comply with organization’s current health, safety and security policies and procedures - Report any identified breaches in health, safety, and security policies and procedures to the designated person - Identify and correct any hazards that they can deal with safely, competently and within the limits of their authority - Report any hazards that they are not competent to deal with to the relevant person in line with organizational procedures and warn other people who may be affected.
(6)
Data and Information Management
Establish and agree with appropriate people the data/information they need to provide, the formats in which they need to provide it, and when they need to provide it - Obtain the data/information from reliable sources - Check that the data/information is accurate, complete and up-to-date
(7)
Data and Information Management
Obtain advice and guidance from appropriate people to develop their knowledge, skills and competence - Identify accurately the knowledge and skills they need for their job role - Identify accurately their current level of knowledge, skills and competence and any learning and development needs - Agree with appropriate people a plan of learning and development activities to address their learning needs
- For educational Purpose
- the repository is provided under open source licence for the help of the community.