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Course Curriculum
Topic 1: Introduction to Data Science & Big Data
Topic 2: Machine Learning: Introduction to Algorithms
Topic 3: Machine Learning: Regression,Support Vector Machine & Time Series Models
Topic 4: Machine Learning: Regularization, Regression Trees, Random Forest & Overfitting
Topic 5: Machine Learning: Classification & Clustering
Topic 6: Machine Learning: Performance Evaluation, Backtesting & False Discoveries
Topic 7: Data Mining & Machine Learning: Naïve Bayes & Text Mining
Topic 8: Big Data & Machine Learning: Ethical & Privacy Issues
Topic 9: Big Data & Machine Learning in the Financial Industry
