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Statistical and Optimization Techniques for Data Science

Study Mode
Oct 01, 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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How to Enroll into this Certification?

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.
For Genetics, Introduction of Statistics, General Chemistry with Laboratory Component, and General Physics with Laboratory Component the mode of delivery to be 100% Online Asynchronous.
What is the eligibility criteria to enroll?
The candidate should have cleared their secondary school (class 10th) examination.
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.