Introduction to scikit-learn, Keras, etc.Linear Regression, Logistic Regression, Error in regression, Information Gain using RegressionĬlassification problem using excel on sales data, and statistical tests on various samples from the population.Inferential Statistics, Hypothesis Testing, ANOVA, Covariance, Correlation.Standardization, Normalization, Probability Distributions.Binary Classification Problems, Confusion Matrix, AUC and ROC curve.Power Pivot, Power Query and Power View.Multiples: A set of charts with the same axes, Matrices, Cards, Tiles.Bar charts, Column charts, Line charts, Maps. ![]() Charts, Pie charts, Scatter and bubble charts.Handling Text Data, Splitting, combining, data imputation on text data, Working with Dates in Excel, Data Conversion, Handling Missing Values, Data Cleaning, Working with Tables in Excel, etc.VBA Macros, Ranges and Worksheet in VBA. ![]() ![]()
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