Python Data science

PRADEEP SINGH

(Data Scientist)

Phone: +91-935*******

Email: ********************@*****.***

Profile Snaps:

Intermediate level proficiency in Python

Strong problem solving skills

Proficiency in some of statistical/ML predictive techniques such as regression, Bayesian methods, tree-based learners etc

Good verbal and written communication skill

Technical/ Functional Skills:

Languages : Python,Sql

Machine learning : Scikit-learn

Scientific Computing : Numpy

Data Analysis : Pandas

Visualisation : Matplotlib,Seaborn

Database : Mysql,MSSQL

WorkSpace : Anaconda

Notebook : Jupyter

Operating System : Windows

Academic Projects:

1. Project Description:

Checking Predictions result for all ML models based on Amazon Fine Food Review Dataset. Objective:

Given a review we need to classify whether it is positve or negative.(Predicting semantics of the review) 2. Project Description:

Checking Predictions result for ML model based on Hand written digit recognisation using MNIST dataset. Objective:

The goal in this project is to take an image of a handwritten single digit, and determine what that digit is. Steps involved:

Detect meaningful patterns and derive a rich set of insights

Data preparation,Data analysis,Data manipulation and visualisation using numpy,pandas matplotlib seaborn.

Use python, Jupyter notebooks to manipulate and analyse data.

Identify the best modelling approach to generate valuable solutions.

Use different Algorithms to build predictive model.

Apply the concepts of NLP and use of NLTK.

Descriptive analysis, preparation of data for analytics, and documentation. Professional Qualification:

• Bachelor of Information Technology, from Manipal Academy of Higher Education in 2004 with 67%.

• Certificate course in Artificial Intelligence, from Ducat Education Noida. Personal Details:

Date of Birth : 02-01-1979.

Permanent Address : 9A, AjayP ark, Naya Bazar,Najafgarh, New Delhi-110043

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