Course Content
Data Analytics in Oil & Gas / Refinery / Petrochemicals
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Introduction To The Industry
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Basics Of Analytics I (Descriptive Statistics)
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Basics Of Analytics II (Inferential Statistics)
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Linear & Multi-Linear Regression
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Logistic Regression
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Clustering
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Decision Tree
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Time Series Modeling
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Predictive Modelling Techniques
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Maintenance Strategy Optimization
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Asset Life Cycle Cost Prediction
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Data Visualization
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