About this class
Applied Statistics and Big Data
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Learning Material
Title
Volume
Unit 1: Bayesian Statistics in Big Data Analysis
5.89 MB
<p>Bayesian Statistics in Big Data Analysis</p>
Unit 2: Machine Learning for Predictive Modeling
5.89 MB
<p>Machine Learning for Predictive Modeling</p>
Unit 3: Nonparametric Statistics and Kernel Methods
5.89 MB
<p>Nonparametric Statistics and Kernel Methods</p>
Unit 4: Time Series Analysis and Forecasting
5.89 MB
<p>Time Series Analysis and Forecasting</p>
Unit 5: Advanced Dimensionality Reduction Techniques
5.89 MB
<p>Advanced Dimensionality Reduction Techniques</p>
Unit 6: Causal Inference and Experimental Design
5.89 MB
<p>Causal Inference and Experimental Design</p>
Unit 7: Spatial and Geospatial Statistics
5.89 MB
<p>Spatial and Geospatial Statistics</p>
Unit 8: High-Dimensional Data Analysis Techniques
5.89 MB
<p>High-Dimensional Data Analysis Techniques</p>
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