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Course10910419853 lectures

Computer Aided Decision Systems - Industrial practices using Big Analytics

Prof. Deepu Philip Prof. Amandeep Singh Oberoi · IIT Kanpur

Start with lecture 1 At NPTEL

Lectures

Week 01

  1. Lec 1: Introduction to Decision Support Systems (DSS) Video
  2. Lec 2: Characteristics & Capabilities of DSS Video
  3. Lec 3: Misconception & Components of DSS Video
  4. Lec 4: Decision Process Video

Week 02

  1. Lec 5: Overview of Database Management Systems Video
  2. Lec 6: Introduction to Modelbase Management Systems Video
  3. Lec 7: Introduction to User Interface System Video
  4. Lec 8: Principles of Graphical User Interface Video

Week 03

  1. Lec 9: Introduction to Database Video
  2. Lec 10: Reasons behind using DBMS Video
  3. Lec 11: Concepts & Architecture of Database Systems Video
  4. Lec 12: Entity Relationship Video
  5. Lec 13: Entity Relationship Diagrams Video

Week 04

  1. Lec 14: Translation of ER Diagram to DB Video
  2. Lec 15: Database Normalization Video
  3. Lec 16: More SQL Commands Video
  4. Lec 17: Big Data: an overview Video

Week 05

  1. Lec 18: Big Data Analytics Team Video
  2. Lec 19: Big Data Analytics Lifecycle Phase 1 Video
  3. Lec 20: Big Data Analytics Lifecycle Phase 2 Video
  4. Lec 21: Big Data Analytics Lifecycle Phases 3 and 4 Video
  5. Lec 22: Big Data Analytics Lifecycle Phases 5 and 6 Video

Week 06

  1. Lec 23: Big Data Analytics Tools and Software (Part 1 of 4) Video
  2. Lec 24: Big Data Analytics Tools and Software (Part 2 of 4) Video
  3. Lec 25: Big Data Analytics Tools and Software (Part 3 of 4) Video
  4. Lec 26: Big Data Analytics Tools and Software (Part 4 of 4) Video
  5. Lec 27: Big Data Analytics Lifecycle, Case Study Video

Week 07

  1. Lec 28: Introduction to Industrial Internet of Things (IIoT) Video
  2. Lec 29: Structure of BDA in IIoT Video
  3. Lec 30: BDA in IIoT, Case Study on gas pipeline Video
  4. Lec 31: BDA in IIoT, Case Study on RR Engine Video

Week 08

  1. Lec 32: DSS in CAD/CAM Video
  2. Lec 33: Assembly Tree Video
  3. Lec 34: BDA in Computer Aided Design Video
  4. Lec 35: Product Data Exchange (Part 1 of 2) Video
  5. Lec 36: Product Data Exchange (Part 2 of 2) Video

Week 09

  1. Lec 37: DSS in CAM (Part 1 of 2) Video
  2. Lec 38: DSS in CAM (Part 2 of 2) Video
  3. Lec 39: DSS in Additive Manufacturing Video

week-10

  1. Lec 40: Usability & User Interface Design Video
  2. Lec 41: Usability Problems & Usability Design Process Video
  3. Lec 42: Usability Principles Video
  4. Lec 43: HTML as a User Interface Language I Video
  5. Lec 44: HTML as a User Interface Language II Video

week-11

  1. Lec 45: Introduction to PHP Video
  2. Lec 46: Basic components of PHP Video
  3. Lec 47: More On PHP: Hypertext PreProcessor (PHP) Video
  4. Lec 48: MySQL and PHP – The Backend of Decision Support Systems Video

week-12

  1. Lec 49: Forms and PHP – Design of Interactive, and Dynamic Application Video
  2. Lec 50: An Introduction to Networking Video
  3. Lec 51: Data Visualisation (Part 1 of 2) Video
  4. Lec 52: Data Visualisation (Part 2 of 2) Video
  5. Lec 53: Summarizing the course Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kanpur
Department
Humanities and Social Sciences
Teacher
Prof. Deepu Philip Prof. Amandeep Singh Oberoi
Level
Undergraduate
Language
English
Subjects
Society and politics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
Who can watch
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