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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 2436yesCoursera

Python and Statistics for Financial Analysis fee structure is - 

HeadAmount in INR
Certificate FeesRs. 2,436

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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