Sushmitha Pulagam – Medium

Sushmitha Pulagam

Sushmitha Pulagam
in
Towards Data Science

Feature Scaling — Effectively Choose Input Variables Based on Distributions

Demonstrating how to wisely choose the numerical variables for scaling which results in boosting the accuracy of the model

Aug 1, 2020

Feature Scaling — Effectively Choose Input Variables Based on Distributions

Aug 1, 2020

Sushmitha Pulagam
in
Towards Data Science

How to choose between a Linear or Nonlinear Regression for your dataset

General guidelines to choose between Linear and Nonlinear regression to get a better fit and accuracy for your model.

Jul 17, 2020

How to choose between a Linear or Nonlinear Regression for your dataset

Jul 17, 2020

Sushmitha Pulagam
in
Towards Data Science

Time Series forecasting using Auto ARIMA in python

Demonstration on how to leverage Auto ARIMA functionality in python using ‘pmdarima’ package to forecast the future

Jun 26, 2020

Time Series forecasting using Auto ARIMA in python

Jun 26, 2020

Sushmitha Pulagam
in
Towards Data Science

All you need to know about the PCA technique in machine learning

A detailed explanation of the most widely used dimensionality reduction technique

Jun 15, 2020

All you need to know about the PCA technique in machine learning

Jun 15, 2020

Sushmitha Pulagam
in
Towards Data Science

How to detect and deal with Multicollinearity

Detailed explanation on identifying and fixing multicollinearity for numerical variables

Jun 6, 2020

How to detect and deal with Multicollinearity

Jun 6, 2020

Sushmitha Pulagam
in
Towards Data Science

A Simplified approach using PyCaret for Anomaly Detection

Explaining outlier detection with PyCaret library in python

May 24, 2020

A Simplified approach using PyCaret for Anomaly Detection

May 24, 2020

Sushmitha Pulagam
in
Towards Data Science

Step by Step approach of deploying ML model on Cloud with Azure

A detailed way of explaining how to deploy ML models with Flask app linking GitHub repo to Azure

May 17, 2020

Step by Step approach of deploying ML model on Cloud with Azure

May 17, 2020

Sushmitha Pulagam
in
The Startup

A Beginner’s Guide to Market Basket Analysis

Simple way to get insights for Marketing decisions.

May 5, 2020

A Beginner’s Guide to Market Basket Analysis

May 5, 2020

Sushmitha Pulagam

Sushmitha Pulagam

Business Analytics | Data Science | Machine Learning. Wish to share my learnings towards Analytics community.

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