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Solutions
Order Now
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Solutions
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4.1 Build a simple AI model using common machine learning algorithms that support business analysis and decision- making. In comparison with traditional assumptions from business theory.
Price:
351.9 AED
2.1 Build interpretable dashboards using the SHINY package.
Price:
351.9 AED
3. Analyse Market Baskets and apply neural networks to classification problems.
Price:
402.9 AED
3.1 Analyse transactions data for possible associations and derive baskets of associated products.
Price:
453.9 AED
2. Apply decision tree and random forest algorithms to classification and regression problems.
Price:
453.9 AED
2.1 Use decision trees for classification and regression problems in comparison with classical methodologies.
Price:
402.9 AED
3.3 Interpret cluster solutions and analyse the use of clusters for business strategies.
Price:
351.9 AED
2. Understand hierarchical and non-hierarchical cluster analysis and assess their outputs.
Price:
453.9 AED
1. Define Principal Component Analysis (PCA) and its derivations and assess their application.
Price:
453.9 AED
3.4 Evaluate the difference between fixed effect and random effect models.
Price:
402.9 AED
2. Validate ARIMA (Auto Regressive Integrated Moving Average) models and use estimation.
Price:
351.9 AED
2.1 Identify p, d and q of ARIMA model using ACF (auto- correlation function) and a PACF (partial auto-correlation function) to describe how well values are related.
Price:
402.9 AED
3. Develop generalised linear models and carry out survival analysis and Cox regression.
Price:
453.9 AED
3.2 Apply the Poisson regression model and negative binomial regression to count data correctly.
Price:
402.9 AED
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