Course Modules

Intro to Data Science

Module 1: Data Science Intro

03:14
1.1 Introduction
07:45
1.2 What is Data Science?
08:01
1.3 Data Science Lifecycle

Module 2: Data Capture

09:32
2.1 Data Acquisition
08:29
2.2 Data Entry
04:18
2.3 Signal Reception
06:08
2.4 Data Extraction

Module 3: Maintain

04:43
3.1 Data Warehousing Part 1
04:59
3.2 Data Warehousing Part 2
10:09
3.3 Data Cleansing
09:10
3.4 Data Staging
09:29
3.5 Data Processing
07:44
3.6 Data Architecture

Module 4: Process

05:44
4.1 Data Mining Part 1
07:49
4.2 Data Mining Part 2
11:04
4.3 Data Mining Part 3
06:20
4.4 Data Clustering Classification Part 1
06:56
4.6 Data Clustering Classification Part 2
07:55
4.7 Data Summarization

Module 5: Analyze

09:52
5.1 Exploratory/Confirmatory
07:33
5.2 Predictive Anaylsis
04:57
5.3 Regression
07:16
5.4 Text Mining
07:30
5.5 Qualitative Data

Module 6: Communicate

05:19
6.1 Data Reporting
07:41
6.2 Data Visualization
05:16
6.3 Business Intelligence
07:14
6.4 Decision Making

Module 7: Conclusion

04:51
7.1 Data Science Life Cycle Summary

Instructed By

Instructor Profile Image
Alvin Onyilofor
Instructor