Pinned

1. Assignment2_ExcelR_Probability Assignment2_ExcelR_Probability Public

   To solve more complex computations related to Probabiltiy and find out the inference.

   Jupyter Notebook 1

2. Assignment1_ExcelR_MeanMedianMode Assignment1_ExcelR_MeanMedianMode Public

   To know about Mean, Median and Mode and to conclude inference based on the observations.

   1

3. Assignment3_ExcelR_HypothesisTesting Assignment3_ExcelR_HypothesisTesting Public

   Hypothesis Testing (Using tTest, ChiSquare and ANOVA methods)

   Jupyter Notebook

4. Assignment5_ExcelR_MultiLinearRegression Assignment5_ExcelR_MultiLinearRegression Public

   Know about the Multi Linear Regression and calculate the model accuracy using various techniques. Performed EDA and identified null values and outliers and removed collinearity. Visualize using dif…

   Jupyter Notebook

5. Assignment4_ExcelR_SimpleLinearRegression Assignment4_ExcelR_SimpleLinearRegression Public

   Use of Simple Linear Regression and tried to predict the outcomes by various different techniques and improved the model accuracy by doing log, sqrt and cuberoot transformations.

   Jupyter Notebook

6. Assignment6_ExcelR_LogisticRegression Assignment6_ExcelR_LogisticRegression Public

   Logistic Regression: I have divided the dataset into training and test and also predicted both the accuracies. Furthermore, I have calculated Confusion matrix, AUC Score, F1 Score, ROC Curve etc

   Jupyter Notebook