I am interested in the field of Data Mining and want to do certificate course from the ISI Bnagalore. Can you please tell me is there any Data Mining certificate course offered by the ISI Bangalore? If yes tell me the course durationa and fee structure of that certificate course?

Indian Statistical Institute (ISI), Bangalore was established in 1954 is one of the most vibrant scientific communities in Asia.

As you asking I am telling Indian Statistical Institute (ISI), Bangalore Data Mining & Business Analytics program is designed to guide business analytics professionals in extracting implicit, previously unknown and potentially useful
knowledge from large data sets, developing performance models &
usage of optimization techniques:


Course Content
• Introduction
• Fundamentals of Statistics
• Missing Value Analysis
• Identification of Outliers in Univariate &Multivariate data sets
• Cross Validation
• Market Basket Analysis: Frequent Item Set Generation & Association
Rule Mining
• Basics of Business Forecasting
• Decision Tree
• Linear Regression
• Logistic Regression
• Non linear Regression
• Cluster Analysis: K Mean Clustering, K Mediods Clustering, etc
• Optimization Techniques: Linear & Integer Programming Applications


Program Benefits
The participants will acquire the knowledge on
• Multiple Response Scoring and Classification Methods
• Market Basket Analysis (frequent item set generation & association
rule mining)
• Basics of Business Forecasting
•Developing models using Decision Tree Algorithms and Linear,
Logistic & Non Linear Regression techniques
•Identification of Clusters (using K-Mean clustering & Hierarchical
clustering Algorithms)
• Basics of Optimization Techniques using Solver Application
•Hands on experience on the usage of open source Data Mining
Software & build in MS Excel Applications
• Free Tools (MS Excel Macros) for
a. Identification of outliers in Univariate &Multivariate datasets
b. Multiple Response Scoring & Classification Methods

Address
Indian Statistical Institute, Bangalore
8th Mile, Mysore Road
RVCE Post
City : Bangalore
State : Karnataka
Country : India
Contact No : 080 - 28483002
Contact Email : headisibc@isibang.ac.in