Instructor : Ahsan Mumtaz
Advance Module The module provides the participants with data mining and predictive analytics concepts to create powerful analytics. The focus is on creating info graphics, PowerPoint presentations, dash boarding and writing code in R to create data descriptive charts and infographics. Advance concepts of classification algorithms such as Cluster Analysis, Neural Networks, Discriminant Analysis, and Support Vector Machines will be looked into and how the analysis can be used in an organizational context.
Exploratory Data Analysis in Python.
Data Mining & Machine Learning-Classification.
Analysis Data Visualization, Dashboard development using Tableau.
Machine Learning – Logistic Regression, Decision Tree, Neural Net.
Machine Learning – Ensemble, Tree Net, Random Forest and MARS Project Presentations