Course Content
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Module 1 Foundations of Date Science: Data Visualization and Interpretation
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Module 2 Data Wrangling and Data Imputation
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Module 3 Predictive Analytics: Supervised Learning Algorithms
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Module 4 Advanced Analytics
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Module 5
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Module 6 Machine Learning Algorithms/AI
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Module 7
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Module 8
Part – 8
Part-8: Test of Hypothesis
- Null Hypothesis formulation
- Alternative Hypothesis
- Type I and Type II errors
- Power Value
- One tail and Two tail
- One Sample T-TEST
- Paired T-TEST
- Independent Sample T-TEST
- Analysis of Variance ( ANOVA),
- MANOVA
- Chi Square Test
- Kendall Chi Square
- Kruskal-Wallis Rank Test Chi Square
- Mann-Whitney, Chi Square
- Wilcoxon, Chi Square
- McNemar test Chi Square