Course modules: Programming in Java

Course Orientation

Course Orientation Course Orientation

Complete all items

Context Module Subheader

Start Here 1

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Course Introduction and Instructions Course Introduction and Instructions 2

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Context Module Subheader

Introductions 3

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Meet The Faculty Meet The Faculty 4

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Context Module Subheader

Programme Overview 5

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Course Outline Course Outline 6

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Course Requirements Course Requirements 7

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Test module

Test module Test module

Assignment

Test assignment Test assignment 1

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Week 1: Introduction to R

Week 1: Introduction to R Week 1: Introduction to R

Complete all items

Context Module Subheader

This week has 4 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

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Week 1: Introduction and Instructions Week 1: Introduction and Instructions 2

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Video 1 (18:36): Introduction to R Programming - I Video 1 (18:36): Introduction to R Programming - I 3

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Video 2 (28:33): Introduction to R Programming - II Video 2 (28:33): Introduction to R Programming - II 4

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Video 3 (34:13): Introduction to R Programming - III Video 3 (34:13): Introduction to R Programming - III 5

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Video 4 (46:18): R - Data Objects Video 4 (46:18): R - Data Objects 6

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Quiz

Quiz 1.1: Week 1 Quiz Quiz 1.1: Week 1 Quiz 20 7

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Context Module Subheader

Self-Study Resources 8

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Week 1: Additional Reading References Week 1: Additional Reading References 9

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Week 1: Study Materials Week 1: Study Materials 10

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Discussion topic

Week 1: Q&A Discussion Board Week 1: Q&A Discussion Board 11

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Live Session Recordings-Week 1

Live Session Recordings-Week 1 Live Session Recordings-Week 1

Complete all items

Page

Week 1 Live Session Recording Week 1 Live Session Recording 1

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Week 2: Data Evolution

Week 2: Data Evolution Week 2: Data Evolution

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

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Week 2: Introduction and Instructions Week 2: Introduction and Instructions 2

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Video 1 (22:35): Introduction to Data Evolution Video 1 (22:35): Introduction to Data Evolution 3

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Video 2 (17:51): Different Types of Data Video 2 (17:51): Different Types of Data 4

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Video 3 (23:01): Time-Series Data, Transactional Data Video 3 (23:01): Time-Series Data, Transactional Data 5

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Video 4 (18:56): Biological Data, Spatial Data Video 4 (18:56): Biological Data, Spatial Data 6

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Video 5 (23:41): Social Network Data Video 5 (23:41): Social Network Data 7

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Quiz

Quiz 2.1: Week 2 Quiz Quiz 2.1: Week 2 Quiz 20 8

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Context Module Subheader

Self-Study Resources 9

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Week 2: Additional Reading References Week 2: Additional Reading References 10

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Week 2: Study Materials Week 2: Study Materials 11

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Discussion topic

Week 2: Q&A Discussion Board Week 2: Q&A Discussion Board 12

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Live Session Recordings-Week 2

Live Session Recordings-Week 2 Live Session Recordings-Week 2

Complete all items

Page

Week 2 Live Session Recording Week 2 Live Session Recording 1

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Week 3: Data Preprocessing

Week 3: Data Preprocessing Week 3: Data Preprocessing

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

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Week 3: Introduction and Instructions Week 3: Introduction and Instructions 2

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Video 1 (26:07): Introduction to Data Preprocessing Video 1 (26:07): Introduction to Data Preprocessing 3

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Video 2 (19:42): Data Cleaning Video 2 (19:42): Data Cleaning 4

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Video 3 (19:59): Data Integration Video 3 (19:59): Data Integration 5

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Video 4 (22:40): Data Reduction Video 4 (22:40): Data Reduction 6

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Video 5 (13:48): Data Transformation Video 5 (13:48): Data Transformation 7

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Quiz

Quiz 3.1: Week 3 Quiz Quiz 3.1: Week 3 Quiz 20 8

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Context Module Subheader

Self-Study Resources 9

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Week 3: Additional Reading References Week 3: Additional Reading References 10

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Week 3: Study Materials Week 3: Study Materials 11

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Discussion topic

Week 3: Q&A Discussion Board Week 3: Q&A Discussion Board 12

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Live Session Recordings-Week 3

Live Session Recordings-Week 3 Live Session Recordings-Week 3

Complete all items

Page

Week 3 Live Session Recording Week 3 Live Session Recording 1

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Week 4: Missing Data

Week 4: Missing Data Week 4: Missing Data

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

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Week 4: Introduction and Instructions Week 4: Introduction and Instructions 2

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Video 1 (18:44): Introduction to Missing Data Video 1 (18:44): Introduction to Missing Data 3

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Video 2 (20:52): Traditional Methods for Missing Data - 1 Video 2 (20:52): Traditional Methods for Missing Data - 1 4

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Video 3 (25:47): Traditional Methods for Missing Data - 2 Video 3 (25:47): Traditional Methods for Missing Data - 2 5

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Video 4 (25:36): Bayesian Estimation and Multiple Imputation Analysis Video 4 (25:36): Bayesian Estimation and Multiple Imputation Analysis 6

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Video 5 (30:31): Multiple Imputation Analysis for Missing Data Video 5 (30:31): Multiple Imputation Analysis for Missing Data 7

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Quiz

Quiz 4.1: Week 4 Quiz Quiz 4.1: Week 4 Quiz 20 8

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Context Module Subheader

Self-Study Resources 9

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Week 4: Additional Reading References Week 4: Additional Reading References 10

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Page

Week 4: Study Materials Week 4: Study Materials 11

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Discussion topic

Week 4: Q&A Discussion Board Week 4: Q&A Discussion Board 12

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 4: Weekly Feedback Survey Week 4: Weekly Feedback Survey 13

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 4

Live Session Recordings-Week 4 Live Session Recordings-Week 4

Complete all items

Page

Week 4 Live Session Recording Week 4 Live Session Recording 1

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Week 5: Data Analysis

Week 5: Data Analysis Week 5: Data Analysis

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

context_module_sub_header 238225 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 5: Introduction and Instructions Week 5: Introduction and Instructions 2

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Page

Video 1 (22:03): Introduction to Data Analysis Video 1 (22:03): Introduction to Data Analysis 3

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Page

Video 2 (19:11): Statistical Measures I Video 2 (19:11): Statistical Measures I 4

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Page

Video 3 (20:26): Statistical Measures II Video 3 (20:26): Statistical Measures II 5

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Page

Video 4 (24:17): 1-D Statistical Data Analysis Video 4 (24:17): 1-D Statistical Data Analysis 6

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Page

Video 5 (17:53): 2-D and n-D Statistical Data Analysis Video 5 (17:53): 2-D and n-D Statistical Data Analysis 7

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Quiz

Quiz 5.1: Week 5 Quiz Quiz 5.1: Week 5 Quiz 20 8

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Context Module Subheader

Self-Study Resources 9

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 5: Additional Reading References Week 5: Additional Reading References 10

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 5: Study Materials Week 5: Study Materials 11

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Discussion topic

Week 5: Q&A Discussion Board Week 5: Q&A Discussion Board 12

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 5: Weekly Feedback Survey Week 5: Weekly Feedback Survey 13

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 5

Live Session Recordings-Week 5 Live Session Recordings-Week 5

Complete all items

Page

Week 5 Live Session Recording Week 5 Live Session Recording 1

must_view wiki_page 238238 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Week 6: Data Visualization 1

Week 6: Data Visualization 1 Week 6: Data Visualization 1

Complete all items

Context Module Subheader

This week has 6 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

context_module_sub_header 238239 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 6: Introduction and Instructions Week 6: Introduction and Instructions 2

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Page

Video 1 (30:32): R - Data Visualization Video 1 (30:32): R - Data Visualization 3

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Page

Video 2 (14:23): Visualization of Data Video 2 (14:23): Visualization of Data 4

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Page

Video 3 (13:55): Histograms Video 3 (13:55): Histograms 5

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Page

Video 4 (12:13): Dispersion Box Plots Video 4 (12:13): Dispersion Box Plots 6

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Page

Video 5 (18:22): Stem and Leaf Plots Video 5 (18:22): Stem and Leaf Plots 7

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Page

Video 6 (21:47): Pie Chart and Bar Chart Video 6 (21:47): Pie Chart and Bar Chart 8

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Quiz 6.1: Week 6 Quiz Quiz 6.1: Week 6 Quiz 20 9

must_submit quiz 238247 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Subheader

Self-Study Resources 10

context_module_sub_header 238248 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 6: Additional Reading References Week 6: Additional Reading References 11

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 6: Study Materials Week 6: Study Materials 12

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Discussion topic

Week 6: Q&A Discussion Board Week 6: Q&A Discussion Board 13

must_contribute discussion_topic 238251 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 6: Weekly Feedback Survey Week 6: Weekly Feedback Survey 14

must_submit quiz 238252 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 6

Live Session Recordings-Week 6 Live Session Recordings-Week 6

Complete all items

Page

Week 6 Live Session Recording Week 6 Live Session Recording 1

must_view wiki_page 238253 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Continuous Assessment Test

Continuous Assessment Test Continuous Assessment Test

Complete all items

Page

General Instructions for VIT online PG Degree CAT Exam General Instructions for VIT online PG Degree CAT Exam 1

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Quiz

Mid Term Assessment Mid Term Assessment 30 2

must_submit quiz 238255 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Week 7: Data Visualization 2

Week 7: Data Visualization 2 Week 7: Data Visualization 2

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

context_module_sub_header 238256 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 7: Introduction and Instructions Week 7: Introduction and Instructions 2

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 1 (20:12): Scatter Plots Video 1 (20:12): Scatter Plots 3

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Page

Video 2 (15:23): Andrew Plots Video 2 (15:23): Andrew Plots 4

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Page

Video 3 (13:11): Heatmaps & Voronoi Diagrams Video 3 (13:11): Heatmaps & Voronoi Diagrams 5

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 4 (19:57): Visualizing Data - I Video 4 (19:57): Visualizing Data - I 6

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Page

Video 5 (22:01): Visualizing Data - II Video 5 (22:01): Visualizing Data - II 7

must_view wiki_page 238262 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Quiz 7.1: Week 7 Quiz Quiz 7.1: Week 7 Quiz 20 8

must_submit quiz 238263 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Subheader

Self-Study Resources 9

context_module_sub_header 238264 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 7: Additional Reading References Week 7: Additional Reading References 10

must_view wiki_page 238265 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 7: Study Materials Week 7: Study Materials 11

must_view wiki_page 238266 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Discussion topic

Week 7: Q&A Discussion Board Week 7: Q&A Discussion Board 12

must_contribute discussion_topic 238267 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 7: Weekly Feedback Survey Week 7: Weekly Feedback Survey 13

must_submit quiz 238268 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 7

Live Session Recordings-Week 7 Live Session Recordings-Week 7

Complete all items

Page

Week 7 Live Session Recording Week 7 Live Session Recording 1

must_view wiki_page 238269 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Week 8: Outlier Analysis 1

Week 8: Outlier Analysis 1 Week 8: Outlier Analysis 1

Complete all items

Page

Week 8: Introduction and Instructions Week 8: Introduction and Instructions 1

must_view wiki_page 238270 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 1 (19:35): Introduction to Outliers - I Video 1 (19:35): Introduction to Outliers - I 2

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Page

Video 2 (21:00): Introduction to Outliers - II Video 2 (21:00): Introduction to Outliers - II 3

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 3 (23:04): Outlier analysis - I Video 3 (23:04): Outlier analysis - I 4

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 4 (26:13): Outlier Analysis - II Video 4 (26:13): Outlier Analysis - II 5

must_view wiki_page 238274 0

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Page

Video 5 (22:20): Extreme Value Analysis for Univariate Data Video 5 (22:20): Extreme Value Analysis for Univariate Data 6

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Quiz

Quiz 8.1: Week 8 Quiz Quiz 8.1: Week 8 Quiz 20 7

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Context Module Subheader

Self-Study Resources 8

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Page

Week 8: Additional Reading References Week 8: Additional Reading References 9

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Page

Week 8: Study Materials Week 8: Study Materials 10

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Discussion topic

Week 8: Q&A Discussion Board Week 8: Q&A Discussion Board 11

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 8: Weekly Feedback Survey Week 8: Weekly Feedback Survey 12

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 8

Live Session Recordings-Week 8 Live Session Recordings-Week 8

Complete all items

Page

Week 8 Live Session Recording Week 8 Live Session Recording 1

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Week 9: Outlier Analysis 2

Week 9: Outlier Analysis 2 Week 9: Outlier Analysis 2

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 9: Introduction and Instructions Week 9: Introduction and Instructions 2

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Page

Video 1 (19:45): Multivariate Extreme Value Analysis Video 1 (19:45): Multivariate Extreme Value Analysis 3

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Page

Video 2 (18:39): Depth-Based Approach Video 2 (18:39): Depth-Based Approach 4

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Page

Video 3 (17:51): Probabilistic Model Video 3 (17:51): Probabilistic Model 5

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Page

Video 4 (17:47): High Dimensional Data Video 4 (17:47): High Dimensional Data 6

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Page

Video 5 (32:15): Outlier Detection in High Dimensional Data Video 5 (32:15): Outlier Detection in High Dimensional Data 7

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Quiz

Quiz 9.1: Week 9 Quiz Quiz 9.1: Week 9 Quiz 20 8

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Context Module Subheader

Self-Study Resources 9

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Page

Week 9: Additional Reading References Week 9: Additional Reading References 10

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Page

Week 9: Study Materials Week 9: Study Materials 11

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Discussion topic

Week 9: Q&A Discussion Board Week 9: Q&A Discussion Board 12

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 9: Weekly Feedback Survey Week 9: Weekly Feedback Survey 13

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 9

Live Session Recordings-Week 9 Live Session Recordings-Week 9

Complete all items

Page

Week 9 Live Session Recording Week 9 Live Session Recording 1

must_view wiki_page 238296 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Digital Assignment

Digital Assignment Digital Assignment

Complete all items

Page

Instructions for VIT Online PG Degree Digital Assignment Instructions for VIT Online PG Degree Digital Assignment 1

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Quiz

Digital Assignment Digital Assignment 50 2

must_submit quiz 238298 1

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Week 10: Dimensionality Reduction 1

Week 10: Dimensionality Reduction 1 Week 10: Dimensionality Reduction 1

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

context_module_sub_header 238299 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 10: Introduction and Instructions Week 10: Introduction and Instructions 2

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Page

Video 1 (27:16): Introduction to Feature Subset Video 1 (27:16): Introduction to Feature Subset 3

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Page

Video 2 (21:10): Feature Selection Methods Video 2 (21:10): Feature Selection Methods 4

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Page

Video 3 (20:39): Feature Selection Algorithms - I Video 3 (20:39): Feature Selection Algorithms - I 5

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 4 (24:35): Feature Selection Algorithms - II Video 4 (24:35): Feature Selection Algorithms - II 6

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 5 (28:59): Feature Selection Algorithms - III Video 5 (28:59): Feature Selection Algorithms - III 7

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 10.1: Week 10 Quiz Week 10.1: Week 10 Quiz 20 8

must_submit quiz 238306 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Subheader

Self-Study Resources 9

context_module_sub_header 238307 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 10: Additional Reading References Week 10: Additional Reading References 10

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 10: Study Materials Week 10: Study Materials 11

must_view wiki_page 238309 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Discussion topic

Week 10: Q&A Discussion Board Week 10: Q&A Discussion Board 12

must_contribute discussion_topic 238310 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 10: Weekly Feedback Survey Week 10: Weekly Feedback Survey 13

must_submit quiz 238311 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 10

Live Session Recordings-Week 10 Live Session Recordings-Week 10

Complete all items

Page

Week 10 Live Session Recording Week 10 Live Session Recording 1

must_view wiki_page 238312 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Week 11: Dimensionality Reduction 2

Week 11: Dimensionality Reduction 2 Week 11: Dimensionality Reduction 2

Complete all items

Page

Week 11: Introduction and Instructions Week 11: Introduction and Instructions 1

must_view wiki_page 238313 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 1 (32:34): Genetic Algorithm for Feature Selection - I Video 1 (32:34): Genetic Algorithm for Feature Selection - I 2

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Page

Video 2 (21:07): K-means Clustering I Video 2 (21:07): K-means Clustering I 3

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Page

Video 3 (18:02): K-means Clustering II Video 3 (18:02): K-means Clustering II 4

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Page

Video 4 (13:58): K-means Clustering III Video 4 (13:58): K-means Clustering III 5

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 5 (20:26): Principal Component Analysis - I Video 5 (20:26): Principal Component Analysis - I 6

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Quiz

Quiz 11.1: Week 11 Quiz Quiz 11.1: Week 11 Quiz 20 7

must_submit quiz 238319 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Subheader

Self-Study Resources 8

context_module_sub_header 238320 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 11: Additional Reading References Week 11: Additional Reading References 9

must_view wiki_page 238321 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 11: Study Materials Week 11: Study Materials 10

must_view wiki_page 238322 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Discussion topic

Week 11: Q&A Discussion Board Week 11: Q&A Discussion Board 11

must_contribute discussion_topic 238323 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Quiz

Week 11: Weekly Feedback Survey Week 11: Weekly Feedback Survey 12

must_submit quiz 238324 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Live Session Recordings-Week 11

Live Session Recordings-Week 11 Live Session Recordings-Week 11

Complete all items

Page

Week 11 Live Session Recording Week 11 Live Session Recording 1

must_view wiki_page 238325 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Week 12: Dimensionality Reduction 3

Week 12: Dimensionality Reduction 3 Week 12: Dimensionality Reduction 3

Complete all items

Context Module Subheader

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

context_module_sub_header 238326 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Week 12: Introduction and Instructions Week 12: Introduction and Instructions 2

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Video 1 (28:56): Principal Component Analysis - II Video 1 (28:56): Principal Component Analysis - II 3

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Video 2 (17:16): Principal Component Analysis - III Video 2 (17:16): Principal Component Analysis - III 4

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Video 3 (17:50): Canonical Correlation Analysis I Video 3 (17:50): Canonical Correlation Analysis I 5

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Video 4 (23:14): Canonical Correlation Analysis II Video 4 (23:14): Canonical Correlation Analysis II 6

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Video 5 (26:22): Factor Analysis Video 5 (26:22): Factor Analysis 7

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Quiz

Quiz 12.1: Week 12 Quiz Quiz 12.1: Week 12 Quiz 20 8

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Context Module Subheader

Self-Study Resources 9

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Week 12: Additional Reading References Week 12: Additional Reading References 10

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Week 12: Study Materials Week 12: Study Materials 11

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Discussion topic

Week 12: Q&A Discussion Board Week 12: Q&A Discussion Board 12

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Quiz

Week 12: Weekly Feedback Survey Week 12: Weekly Feedback Survey 13

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Live Session Recordings-Week 12

Live Session Recordings-Week 12 Live Session Recordings-Week 12

Complete all items

Page

Week 12 Live Session Recording Week 12 Live Session Recording 1

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Exam preparation

Exam preparation Exam preparation

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Model Question paper Model Question paper 1

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Module with Text book Mapping Module with Text book Mapping 2

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Course modules

Course Orientation

Start Here 1

Introductions 3

Programme Overview 5

Test module

Week 1: Introduction to R

This week has 4 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 8

Live Session Recordings-Week 1

Week 2: Data Evolution

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 2

Week 3: Data Preprocessing

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 3

Week 4: Missing Data

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 4

Week 5: Data Analysis

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 5

Week 6: Data Visualization 1

This week has 6 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 10

Live Session Recordings-Week 6

Continuous Assessment Test

Week 7: Data Visualization 2

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 7

Week 8: Outlier Analysis 1

Self-Study Resources 8

Live Session Recordings-Week 8

Week 9: Outlier Analysis 2

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 9

Digital Assignment

Week 10: Dimensionality Reduction 1

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 10

Week 11: Dimensionality Reduction 2

Self-Study Resources 8

Live Session Recordings-Week 11

Week 12: Dimensionality Reduction 3

This week has 5 videos, 1 quiz, and 1 live session. You will need approximately 10-12 hours to complete this week. 1

Self-Study Resources 9

Live Session Recordings-Week 12

Exam preparation