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DSC 804: Advanced Statistics for Data Science
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Module 1: Bivariate Probability Distributions
Module Notes
Online Discussion and Reflection
Module 2: Statistical Inference
Confidence Interval in Statistics
Online Discussion Forum and Reflection
Online Discussion Forum and Reflection
Quiz 1
Quiz 2
What's Next
Module 3: Analysis of Variance
Quiz
Module 4: Chi-Square Tests: Theory and Applications
Quiz
Chi-Square Test
Module 5: Linear Models and Regression Analysis
Module Notes
Multiple Linear Regression in R
Logistic Regression in R
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Module 6: Time Series Analysis
Components of Time Series Explained
What are Autoregressive (AR) Models?
What are Moving Average (AM) Models?
Time Series Talk : ARIMA Model
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Think About It
Test Your Knowledge
Apply What You've Learned
Module 7: Fundamentals of GIS and Spatial Statistics
Finding Coordinates On A Map Using Latitude and Longitude
Quiz 1
Quiz 2
Quiz 3
Module 8: Spatial Data Acquisition and Preprocessing
Module 9: Spatial Data Analysis
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Quiz
Module 10: Practical Applications of Statistical Methods Using R
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Reflect on Your Journey
Test Your Knowledge
Apply What You've Learned
FINAL EXAMINATIONS
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Course info
DSC 804: Advanced Statistics for Data Science
Lecturer:
Group A
Lecturer:
Bytes and Beyond
Course Duration in Hours
:
45
Skill Level
:
Beginner
Course rating
:
Course Objectives
:
