swapnil-rajmane Goto Github PK

5-days-live-eda-and-feature-engineering

churn_modelling-using-ann

data-preprocessing-tools

Tasks Performed : Substitute missing values with mean, Encoded dep. categorical variable (Binary) using LabelEncoder, Encoded indep. categorical variable (3 values) using OneHotEncoder

decisiontree_socialnetworkads

deep-learning-models

Task Performed: Designed model for Churn, Credit Risk, Stock Price Prediction etc.

descriptive-analytics

Tasks Performed: Binomial Distribution, Poisson Distribution, Exponential Distribution, Normal Distribution, Hypothesis Test - Z-test, One-Sample-t-test, Two-sample-two-test, Paired Sample-t-test, Chi-Squared Goodness of Fit Test

probability-distibution-and-hypothesis-testing

Tasks Performed: Data preprocessing, Handling Missing Values, Data Visualization - Bar Chart, Histogram, Distribution Plot, Box Plot, Comparing Distribution, Scatter Plot, Pair Plot, Correlation and Heatmap, Finding Summary, Slicing, Indexing, Value Counts, Cross Tabulation, Sorting, Grouping, Aggregating, Joining Dataframes

sales-prediction---simple-linear-regression

supervised---regression

survival-prediction-for-titanic-ship

svm_social_network_ads

swapnil-rajmane

Config files for my GitHub profile.