Course Details

Certificate program in business analytics is one of the key requisites in any large organization. The time is at its best for someone to take up a career in this domain. Enormous opportunities and extreme dearth in getting candidates force large organizations go helter-skelter. It is imperative that career seekers grab this opportunity. Learners are required to complete 3 months of faculty led Online mode. The following are the subjects covered  

• Big Data 101
• Big Data Characteristics
• Big Data and Business
• Data Relationships and Data Model
• Data Grouping
• Clustering Algorithms
• Getting ready for Clustering Algorithms
• Clustering Algorithms – UPGMA, single Link Clustering
• KPIs, Businesses & Data Elements
• Mapping for business outcomes
• Basic Query
• Advanced Query – Embedding
• Mathematics Modelling
• Introduction to key mathematical concepts
• Application of eigenvalues and eigenvectors
• Application of the graph Laplacian
• Application of PCA and SVD
• Coding in DB Environment
• Making Data Sets

• R Programming
• R Programming
• Introduction to R – I
• Introduction to R – II
• Common Data Structures in R
• Conditional Operation and Loops
• Looping in R using Apply Family Functions
• Creating User Defined Functions in R
• Graphics with R
• Advanced Graphics with R

• Statistics 101
• Introduction to Statistics
• Introduction to Statistics – II
• Measures of Central Tendency, Spread and Shape – I
• Measures of Central Tendency, Spread and Shape – II
• Measures of Central Tendency, Spread and Shape – III

• Statistics with R
• Introduction to Data
• Introduction to Probability
• Distributions
• Introduction to linear regression
• Foundations for inference and estimation
• Foundations for inference and hypothesis testing
• Linear Regression and Multiple Regression

• Data Visualization with Tableau
• Need for visualizing data
• Research methodologies
• Importance of Big data visualization
• Tableau product offerings
• Installation of Tableau Public
• Working with Tableau - Live Case study/Discussion
• Creating interactive dashboards with Tableau Public
• Case study discussion
• Story Boarding with Tableau Public
• Case study discussion
• Geomapping in Tableau
• Qlik view – Basics
• Google charts – Basics
• Dynamic charts with Google Docs
• Supplementary material & Case study discussion
• Closing session & Queries

Companies both large and small are scrambling to hire qualified individuals with a plethora of data literacy skills.  This makes now the perfect time for the candidates to take advantage of rewarding career opportunities in developing technical solutions, analyzing & documenting requirements, managing and communication, devising solutions and blending business with technology.