Data Science Prodegree

The Data Science Prodegree, in association with Genpact as the Knowledge Partner, is a 180-hour program covering foundational concepts and hands-on learning of leading analytical tools, such as SAS, R, Python and Tableau through industry case studies and project work.

Course Description

The program is co-created with Genpact as the ‘Knowledge Partner’, and comes with a cutting edge industry-aligned curriculum, and is delivered in two modes: Classroom and Online training, using a practical hands-on learning methodology. The Data Science Prodegree is a 180-hour program that delivers a deep understanding of Data Analysis and Statistics, along with business perspectives and cutting-edge practices using SAS, R, Python and Tableau.A key differentiator of our Prodegree is the heavy focus on project work to gain practical understanding of key analytical concepts and tools. You will spend approximately 80 hours of this program getting hands-on with 9 industry projects and build a portfolio of demonstrable work. The Prodegree is delivered in two modes: Classroom and Online (Live Virtual Classes) to cater to your l... Read More »

The program is co-created with Genpact as the ‘Knowledge Partner’, and comes with a cutting edge industry-aligned curriculum, and is delivered in two modes: Classroom and Online training, using a practical hands-on learning methodology.

The Data Science Prodegree is a 180-hour program that delivers a deep understanding of Data Analysis and Statistics, along with business perspectives and cutting-edge practices using SAS, R, Python and Tableau.A key differentiator of our Prodegree is the heavy focus on project work to gain practical understanding of key analytical concepts and tools. You will spend approximately 80 hours of this program getting hands-on with 9 industry projects and build a portfolio of demonstrable work.

The Prodegree is delivered in two modes: Classroom and Online (Live Virtual Classes) to cater to your learning preferences while ensuring maximum learning efficacy. Both modes come with 60+ Hours of HD Instructor Videos to watch as per your convenience.The Imarticus Careers Assistance Services (CAS) team provides a rigorous industry mentorship process that is customized to your needs. We prepare you to be job-ready with interview preparation, resume building workshops and 1-1 mock interviews with industry experts.

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Course Outcomes:
  • Python
  • R
  • SAS
  • Tableau
Course Details:

Target Audience

The Data Science Prodegree is ideal for students and professionals who are interested in working in the analytics industry and are keen on enhancing their technical skills with exposure to cutting-edge practices:


Recent Post Graduates: Bachelors or Masters in Science, Math, Statistics or Computer Applications/IT


Experienced Professionals in Programming or IT: With less than 4 years experience, looking to up-skill or change career paths


Individuals looking for Global Certifications: To enhance their resumes & build a portfolio of demonstrable work

Access Timeframe

6 Months

Prerequisites

There are no prerequisites to this course but a general understanding of SQL would benefit the learner.
Certificate Info:

Type of Certification

Data Science Prodegree

Professional Association/Affiliation

Industry Endorsed and co-branded with Genpact
About Instructor:

Arun Upadhyay

Arun has over 14 years experience in Information Technology and has conducted SAS training for Infosys, Wipro, IBM, Genpact, ICICI Bank, Reliance Mutual Fund among others. Arun is a certified, accredited IT professional who has successfully trained more than 10,000 students in different technologies like SAS and R. He has previously worked as a trainer for companies such as Aptech, NIIT, Ultramax Infonet Education Pvt. Ltd., and Vistaar Systems Pvt. Ltd. He has cleared many international Microsoft certifications such as MCAD, MCPD, MCTS etc. and is also a Microsoft-certified trainer.


Yogesh Parte

Yogesh is a research engineer with over 14 years of experience in algorithmic development and proof of concept (PoC) demonstration using MATLAB, C/C++, Python and R. He is the Founder of Y P Consulting Services, which provides specialized services and software solutions in the field of innovation engineering and technology applications. Previously, he has worked as post-doctoral researcher at University of Paul Sabatier and a research & development engineer at Modartt S. A. in Toulouse, France. Yogesh holds a PhD. in Applied Mathematics from University of Paul Sabatier, France and has won over 30 awards for academic excellence.


Course Outline

Understanding Data – SAS and Project 1 Submission
  • R Basics
  • Business Case: Managing Credit Risk
  • Linear Regression
  • Case Study on Loss Given Default using Linear Regression using R
  • Logistic Regression
  • Case Study on Default Modelling using Logistic Regression using R
  • Support Vector Machines
  • Case Study on Default Modelling using SVM using R
  • Business Case: Intrusion in IT Network
  • Decision Tree & Ensemble Learning
  • Case Study on Network Intrusion Detection using Decision Trees & Ensemble Learning using R
  • Project 2 and 3 Submission
  • Data Structures in Python Used for Data Analysis
  • Case Study on Default Modelling using Logistic Regression using Python
  • Case Study on Default Modelling using SVM using Python
  • Case Study on Network Intrusion Detection using Decision Trees & Ensemble Learning using Python
  • Project 2 and 3 Submission
  • Tableau Basics
  • Interview and Resume Preparation
  • Mock Interviews – HR and Domain
  • Project 4, 5 and 6 Submission

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