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Statistical and Optimization Techniques for Data Science

Study Mode
Jul 03, 2022
Batch Start Date
3 Months
Program Duration

About this Certification

Data based decision making is becoming popular among the industry, especially in the age of ample availability of data.

This course will provide in-depth knowledge of statistical and operations research techniques and their applications in improving business processes and ability to make better decisions. The course also covers MS Office tools necessary for everyday business activities. This course serves as a primer for those wanting to get into data science domain. Participants will be introduced to descriptive, diagnostic, predictive and prescriptive analytics techniques and their applications.

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  • Employ descriptive statistical techniques in managerial decision making.
  • Develop hypotheses and interpret the results of a hypothesis test.
  • Describe the use of operation research techniques to make better decisions.
  • Assess various prescriptive analytics techniques to solve business problems.
  • Use Microsoft Office suite effectively.


  • Data Visualization
  • Measures of Central Tendency
  • Measure of Variation
  • Introduction to Probability and Sampling
  • Measures of Association
  • Hypothesis Testing
  • Chi-Square Test and Analysis of Variance
  • Linear Programming Problem
  • Transportation Model
  • Assignment Model
  • Project Scheduling: PERT/CPM
  • Fundamentals of Information Systems
  • MS Word
  • MS PowerPoint
  • MS Excel
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What our learners say

Kusuma N
Master of Computer Applications

This online learning course has made my life easier as it allows me to focus on my career while also pursuing my master's degree. The support team and faculty are extremely helpful and kind. I am really glad to be a part of JAIN Online. Thanks!

Jaspreet Kaur
Master of Business Administration

As a working professional, I was able to study without having to worry about time constraints. It's fantastic how interactive and knowledgeable the faculty are. I am happy to be a part of JAIN Online.

Sankeerth S
Master of Business Administration

The best part is that we can learn from anywhere in the world, and the recorded sessions give us confidence that we can continue to learn even if we miss a live session. So the money we spend on this Online MBA Program is well spent. I am very happy that we will receive the same degree that a student pursuing an on-campus program receives.

Kumar S V
Master of Business Administration

It is a great opportunity for me to be a part of the JAIN Online family. The well-qualified and experienced professors teach with live examples, which helps us to understand better and faster. I'm having a great time learning. Thank you to JAIN Online.

Frequently Asked Questions

What is the duration of the certification courses?
12 weeks
What is the mode of delivery?
The mode of delivery is online. Live sessions will be held on the weekend.
What is the eligibility criteria to enroll in a certification course?
A graduate in any stream from a recognized university can enroll in a certification program.
What is the medium of instruction?
Who will award the Certificate?
The certificate will be awarded by JAIN (Deemed-to-be University).
How are the exams conducted?
Online, proctored examinations will be conducted.
What is the examination pattern?
Continuous assessments and end-of-the-course examination will be conducted.
Is there a minimum attendance required?
A learner is required to have a minimum participation of 75% in all activities.