Data Science, machine learning,python,Sql,Tableau

SUMMARY

An Engineering Graduate and an aspiring Data scientist pursuing PGP in Data Science Engineering

having good amount of understanding in Machine Learning concepts

KEY SKILLS

• Python for Data science

• MySQL

• Tableau for Visualizations

• Machine Learning (Supervised and Unsupervised)

ACADEMIC PROJECTS

Predicting a telecom customer will churn or not.

Objective: The objective is to predict a Customer’s chance of Churning to other cellular network using supervised techniques like Logistic Regression, Decision Tree, Neighbors Classification, Ensemble and find the best model for predicting the chances of churning based on accuracy score.

Outcome: Inference from the models is that KNN has consistently good results with higher accuracy than Logistic Regression techniques.

Key skills: Logistic Regression, KNN, SciPy, sklearn

Predicting the daily price to charge for his or her space based on its amenities and other features.

Objective: This the Florida city data in in which the objective is to increase the revenue of AIRBNB and to categorize the hotels as where they can improve to increase the Revenue.

Outcome: Gradient Regressor gives higher accuracy and the lower RMSE than other.

Key skills: Liner Regression, Lasso, Ridge, Gradient Boost regressor, KNN impute

To predict weather the steel is faulty or not.

Objective: To build the classification model as if the steel is faulty or not.

Outcome: Decision tree using GINI and PCA gives higher accuracy than K-means and others.

Key skills: Logistic Regression, K-means, Decision Tree, PCA.

EDUCATION

Course

Institution

Year

Remarks

Name of the program

Great Lakes Institute of Management, Chennai

2019

Pursuing

BE/B. Tech

Dr MGR Educational and Research Institute, Chennai

2019

8.18 CGPA

12th Std

National Institute of Open Schooling, Prayagraj

2014

79.8%

10th Std

Maharshi Arvind Shikshan Sansthan, Chandauli

2012

9.0 CGPA

Portfolio/Blogs

Github: https://github.com/Pradumn-Mishra

Projects related to Supervised learning,Unsupervised learning.

Kaggle: https://www.kaggle.com/pradumnkumarmishra

Tableau Public : https://public.tableau.com/profile/pradumn.kumar.mishra#!/

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