Skillogic Knowledge Solutions launched Business analytics Course in Hyderabad, Chennai and Bangalore. If you are looking for business analytics data mining course syllabus then go through the current ppt. If you are looking for Business analytics course training visit Skillogic and schedule your training classes.

1. Skillogic Business Analytics Course

2.  1. Basic matrix a
 2. Introduction to data mining algebra
 3. Dimension reduction techniques: Principal component Analysis(PCA)
 4. Singular Value Decomposition (SVD)
 5. Association rules
 6. Sequential pattern mining
 7. Recommender Systems (collaborative Filtering)
 8. Network Analytics: Degree centrality, Closeness Centrality etc.
 9. Cluster Analysis- Application on segmentation, anomaly detection
 10. Hierarchical clustering and K-means clustering with various distance
measures and for continuous/ categorical variables

3.  11. Overview of machine learning/supervised learning
 12. Data exploration methods: Understanding data(distributions,
visualizations), Data nuances, data transformations
 13. Basic classification algorithms
 13.1. Version spaces and decision trees classifier
 13.2. K-Nearest Neighbours and parzwen window
 13.3. Bayesian classifiers: naïve Bayes and other discriminant
classifiers
 13.4. Perceptron and Logistic regression

4.  13.5. Neur
 14. Advanced classification algorithms al networks
 14.1. Bayesian Networks
 14.2. Support Vector machines
 14.2. Support Vector machines
 16. Multi class classification problem
 17. Bagging(random forest) and Boosting( Gradient Boosted
Decision Trees)

5.  18. Regression Analysis
 19. Recommendation engines
 20. Information retrieval
 21. Practical tips in modelling: Bias Vs trade off,
Feature engineering and incorporating domain
knowledge.

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Email : info@skillogic.com
For more details: http://in.skillogic.com/business-analytics-
training/business-analytics-certification-hyderabad