Ann C V Medona

Tableau paradigm

Matplotlib Object Oriented Method

Tableau paradigm

Exploratory Data Analysis||Titanic Dataset||Red Wine Dataset||EDA

Data cleaning|| Handling Missing Values in Python

Data Science Process/ Data Science Life Cycle

Pandas Built in Visualization

Variables in R Programming

Tableau - Forecast Sales & top & bottom 5 sales by subcategory in same view

ANOVA test in Excel

Scipy

Error Metrics for Classification ll Accuracy ll Confusion Matrix

scipy - hands on codes

Tableau - Order return Analysis

Outlier detection||Outlier||Outlier Removal||Python

Hypothesis testing||t test||R Programming

Data Structures in R||Data Objects in R||Lists||DataFrames||R Programming

Tools for data science

Vectors in R||Atomic Vectors||Data Objects in R||Data Structures in R

Data Objects in R || Data Structures in R || Matrices, Arrays, Factors in R

Feature Selection using wrapper method||Forward Selection||Backward Elimination||RFE

Numerical Problems - Classification II Confusion Matrix, Precision, Recall Numerical Problems

Feature Scaling||Feature Encoding||Python

Data types in R

Error Metrics for Classification ll Precision ll Sensitivity ll ROC curve