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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesCoursera

The course fees for Fundamentals of Quantitative Modeling is -

HeadAmount
1 monthRs. 6,638
3 monthRs. 13,276
6 monthRs. 19,915

 


The Syllabus

Videos
  • 1.1 Course Introduction
  • 1.2 Definition and Uses of Models, Common Functions
  • 1.3 How Models Are Used in Practice
  • 1.4 Key Steps in the Modeling Process
  • 1.5 A Vocabulary for Modeling
  • 1.6 Mathematical Functions
  • 1.7 Summary
Reading
  • PDF of Lecture Slides
Assignment
  • Module 1: Introduction to Models Quiz

Videos
  • 2.1 Introduction to Linear Models and Optimization
  • 2.2 Growth in Discrete Time
  • 2.3 Constant Proportionate Growth
  • 2.4 Present and Future Value
  • 2.5 Optimization
  • 2.6 Summary
Reading
  • PDF of Lecture Slides
Assignment
  • Module 2: Linear Models and Optimization Quiz

Videos
  • 3.1 Introduction to Probabilistic Models
  • 3.2 Examples of Probabilistic Models
  • 3.3 Regression Models
  • 3.4 Probability Trees
  • 3.5 Monte Carlo Simulations
  • 3.6 Markov Chain Models
  • 3.7 Building Blocks of Probability Models
  • 3.8 The Bernoulli Distribution
  • 3.9 The Binomial Distribution
  • 3.10 The Normal Distribution
  • 3.11 The Empirical Rule
  • 3.12 Summary
Reading
  • PDF of Lecture Slides
Assignment
  • Module 3: Probabilistic Models Quiz

Videos
  • 4.1 Introduction to Regression Model
  • 4.2 Use of Regression Models
  • 4.3 Interpretation of Regression Coefficients
  • 4.4 R-squared and Root Mean Squared Error (RMSE)
  • 4.5 Fitting Curves to Data
  • 4.6 Multiple Regression
  • 4.7 Logistic Regression
  • 4.8 Summary of Regression Models
Reading
  • PDF of Lecture Slides
Assignment
  • Module 4: Regression Models Quiz

Instructors

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