Cluster Analysis on Indian States Using Macro Economic Parameters

Explore cluster analysis techniques applied to Indian states using macroeconomic parameters in this 53-minute video tutorial. Learn about K-Means and Hierarchical clustering methods, and their practical application on real-time data from the handbook of statistics on Indian States. Gain insights into classifying and grouping similar data points in large datasets without focusing on specific outcomes. Follow along as the tutorial covers an introduction to cluster analysis, data familiarization, detailed explanations of K-Means and Hierarchical clustering algorithms, and concludes with final insights. Enhance your understanding of this important machine learning technique for identifying patterns and structures in complex economic data.

- Introduction to the Video.
- Introduction to Cluster Analysis.
- Know your Data.
- K Means Clustering.
- Hierarchical Clustering.
- Final Conclusion.