Inferential statistical Analysis & Exploratory Data analysis of Fifa and Mobile_Network dataset (Hypothesis testing)
- To understand the data using descriptive statistics using pandas, Numpy.
- Derive Insights based on descriptive statistics.
- To visualize data using Matplotlib & Seaborn liabraries.
- To test hypothesis on samples of different features and check for dependencies.
- To understand Parametric & Non-parametric hypothesis testing.
- Getting ability to transform a given problem to Hypothesis to make inference
- Understanding the need & applicability of Hypothesis testing
- Assumptions before testing hypothesis
- Formulation of Hypothesis
- Sampling distribution, Standard Error, Confidence Interval, ANNOVA, KRUSKAL-WALLIS, T-tests, Chi-square test.