PGP in Data Science with Distance Education

0-5 Years Experience	5-10 Years Experience	10-15 Years Experience
Data Analyst, Data Science Developer, Business Analyst, Consultant, Customer Insight	Data Science Architect, Machine Learning Engineer, Product Manager, Operations Manager, Marketing Manager	Business or Marketing Head, Project Head, Principal Consultant, Data Solutions Head, Operations Head, Director Strategy or Commercial


10 Months Program	Concepts on Software tools – R, Python, SQL & Tableau	Capstone Project under faculty guidance for 12 weeks
150 hours of concepts + 150 hours of practical training	Hands on learning practice on the tools	Industry specializations
9 projects to work upon	Solve case studies on tools	Placement Assistance Program
Module 1 Introduction to Analytics and Data Science Introduction to Business Analytics	Module 2 Basics of R, Data Handling and Statistics Fundamentals of R Data Visualization in R Data Preparation and cleaning using R Understanding the data using univariate statistics in R Hypothesis testing and ANOVA in R to guide decision making	Module 3 Predictive Analytics in R Correlation and Linear regression Logistic regression Techniques of customer segmentation Time series forecasting techniques Decision trees & Random Forests Boosting Machines Cross Validation & Parameter Tuning Final Case Study
Module 4 Introduction to Machine Learning & Python Introduction to Machine Learning in Python Introduction to Python Iterative Operations & Functions in Python Data Summary; Numerical and Visual in Python Data Handling in Python using NumPy & Pandas Mathematical Concepts for Machine Learning	Module 5 Advanced Machine Learning Generalised Linear Models in Python Tree Models using Python Boosting Algorithms using Python Support Vector Machines (SVM), Naïve Bayes and KNN in Python Unsupervised learning in Python Neural Networks Text Mining in Python Ensemble Methods in Machine Learning	Module 6 Data Analysis in SQL Introduction to SQL SQL Data Types & Operators Useful Operations in SQL Aggregating Data in SQL Writing Sub-Queries in SQL Common function in SQL Analytic Functions in SQL Writing DML Statements Writing DDL Statements Using Constraints in SQL SQL Joins Views in SQL
Module 7 Domain Specialization Banking-Finance E-Commerce Power Logistics & Supply Chain Aviation

ABOUT UPES

Conceived in 2003 UPES is amongst the best-known University in India and first in Asia to offer domain focused programs in Energy, HSE, Project Management, Aviation. Logistics, IT and others. It has undisputed leadership in these domain areas and has emerged as a preferred Centre for talent for best of corporates. The Centre for Continuing Education offers management programs and executive education to working professionals and students through distance learning mode. It is known for excellence in academic delivery, learning outcomes and supporting great career opportunities post completion of programs. Join the excellent peer group of over 12,000 global students from across the sectors and domains as well as professionals, self-employed, Govt. officials, policy planners and more on the pathway to progress.

Recognition of UPES

UPES is recognized by UGC and accredited by NAAC
Member of Association of Indian Universities
Member of International Association of Universities
QS 5 Star Rated University

Math & Statistical Knowledge	Analytics concepts
Machine Learning	Data Mining
Predictive Modeling	Data Visualization

Drawing Businiss Insights	Presentation Skills
Problem Solving	Business Decision Making

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PGP in Data Science

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