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Quick Facts

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

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 2421yesCoursera

The Syllabus

Videos
  • Course overview
  • 1.0 Module Introduction
  • 1.1 Packages for Data Analysis
  • 1.2 Importing data
  • 1.3 Basics of Dataframe
  • 1.4 Generate new variables in Dataframe
  • 1.5 Trading Strategy
Readings
  • Grading Criteria
  • Getting started with Jupyter Notebook
  • pd.read_csv or pd.DataFrame.from_csv
Practice Exercise
  • Quiz 1

Videos
  • 2.0 Module Introduction
  • 2.1 Outcomes and Random Variables
  • 2.2 Frequency and Distributions
  • 2.3 Models of Distribution
Practice Exercise
  • Quiz 2

Videos
  • 3.0 Introduction
  • 3.1 Population and Sample
  • 3.2 Variation of Sample
  • 3.3 Confidence Interval
  • 3.4 Hypothesis Testing
Readings
  • P-value
Practice Exercise
  • Quiz 3

Videos
  • 4.0 Introduction
  • 4.1 Association of random variables
  • 4.2 Simple linear regression model
  • 4.3 Diagnostic of linear regression model
  • 4.4 Multiple linear regression model
  • 4.5 Evaluate the strategy
Readings
  • Please rate this course!
Practice Exercise
  • Quiz 4
  • Post-course survey

Articles

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