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Data Python

Location:
Hyderabad, Telangana, India
Posted:
September 15, 2019

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Resume:

NANDINI POLAM REDDY

Email id: adacsl@r.postjobfree.com

Mobile: 083********

LinkedIn: https://www.linkedin.com/in/nandini-p-ab2599116/ GitHub: https://github.com/nandini-ashok

OBJECTIVE

To excel in the field of analytics by applying my knowledge, skill and interest obtained by the coursework and my projects in the field of data science and to help organizations derive business values with them. PROFESSIONAL EXPERIENCE

Intern at Gajalakshmi Software Systems for a period of 3 months in the year 2016 SKILL SETS

Operating Systems : Windows

Programming Languages : R, Python

Core skills : Machine Learning, EDA

Tools : Tableau

RDBMS : SQL

DATA SCIENCE PROJECTS

Project 1:

Platform: PYTHON LOAN PREDICTION Dataset :7000 observations 14 variables Objective: The objective is to identify the customer segments and predict who’s are eligible for loan amount so that we can specifically target these customers

• Exploratory data analysis is done to understand the features of the data set and missing values are imputed

• Observe each variable impact on output

• Applied ensemble Random Forest and KNN .

Accuracy:

Random Forest=89.2%

KNN=84.01%

Project 2:

Platform : R AUTO DATASET Dataset : 392 Observations 8 Variables Objective: Analysis to be carried by understanding the Auto data and how the mpg is affected by the predictors like horsepower, displacement, weight, cylinders etc.

• Exploratory data Analysis is done to understand the features of the dataset and missing values are imputed

• Check and correct linearity, normality of errors and multicollinearity if present in the dataset

• Multiple Linear Regression Model is built to check the linearity between the mpg and other independent variables

HACKATHONS

• Predictive analytics solution for identifying loan defaulters using python (L&T Data Science FinHack conducted by Analytics Vidhya)

• Predictive analytics solution for identifying customers who make the transaction by using python (conducted by Kaggle)

EDUCATION

PGP, Business Analytics- 2019

International Institute of Digital Technologies (IIDT),Govt of Andhra Pradesh, India. Post-Graduation, (MBA) - 2016

Accord Business School (SVU), Andhra Pradesh, India. Graduation, (B.Tech Bioinformatics.) - 2012

Satyabhama University, Chennai, TamilNadu.

OUTCOMES OF THE COURSE

• Obtain, clean/process data, analyse and interpret data

• Use appropriate models of analysis, assess the quality of input, derive insight from results, and investigate potential issues

• Apply computing theory, languages and algorithms, as well as mathematical and statistical models ACHIEVEMENTS & AWARDS

• Stood 1st from 6th to 9th among 100 students in Government Girls high school

• Scored 8124th rank in “Santander customer transaction” hackathon from Kaggle among 8802 teams

• Scored 1269th rank in “L & T fin hack” hackathon from Analytics Vidya among 5669 participants INTERPERSONAL SKILLS

• Quick Learner

• Hard working

• Adaptability

• Team player

(Nandini.P)



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