NOC:Computer Aided Decision Systems - Industrial Practices using Big Analytics

Media Storage Type : 32 GB USB Stick

NPTEL Subject Matter Expert : Prof. Deepu Philip, Prof. Amandeep Singh Oberoi

NPTEL Co-ordinating Institute : IIT Kanpur

NPTEL Lecture Count : 53

NPTEL Course Size : 4.9 GB

NPTEL PDF Text Transcription : Available and Included

NPTEL Subtitle Transcription : Available and Included (SRT)

Lecture Titles:

Lecture 1 - Introduction to Decision Support Systems (DSS)
Lecture 2 - Characteristics and Capabilities of DSS
Lecture 3 - Misconception and Components of DSS
Lecture 4 - Decision Process
Lecture 5 - Overview of Database Management Systems
Lecture 6 - Introduction to Modelbase Management Systems
Lecture 7 - Introduction to User Interface System
Lecture 8 - Principles of Graphical User Interface
Lecture 9 - Introduction to Database
Lecture 10 - Reasons behind using DBMS
Lecture 11 - Concepts and Architecture of Database Systems
Lecture 12 - Entity Relationship
Lecture 13 - Entity Relationship Diagrams
Lecture 14 - Translation of ER Diagram to DB
Lecture 15 - Database Normalization
Lecture 16 - More SQL Commands
Lecture 17 - Big Data: An Overview
Lecture 18 - Big Data Analytics Team
Lecture 19 - Big Data Analytics Lifecycle - Phase 1
Lecture 20 - Big Data Analytics Lifecycle - Phase 2
Lecture 21 - Big Data Analytics Lifecycle - Phase 3 and 4
Lecture 22 - Big Data Analytics Lifecycle - Phase 5 and 6
Lecture 23 - Big Data Analytics Tools and Software - Part 1
Lecture 24 - Big Data Analytics Tools and Software - Part 2
Lecture 25 - Big Data Analytics Tools and Software - Part 3
Lecture 26 - Big Data Analytics Tools and Software - Part 4
Lecture 27 - Big Data Analytics Lifecycle - Case Study
Lecture 28 - Introduction to Industrial Internet of Things (IIoT)
Lecture 29 - Structure of BDA in IIoT
Lecture 30 - BDA in IIoT, Gas Pipeline Case Study
Lecture 31 - BDA in IIoT, RR Engine Case Study
Lecture 32 - DSS in CAD/CAM
Lecture 33 - Assembly Tree
Lecture 34 - BDA in Computer Aided Design
Lecture 35 - Product Data Exchange - Part 1
Lecture 36 - Product Data Exchange - Part 2
Lecture 37 - DSS in CAM - Part 1
Lecture 38 - DSS in CAM - Part 2
Lecture 39 - DSS in Additive Manufacturing
Lecture 40 - Usability and User Interface Design
Lecture 41 - Usability Problems and Usability Design Process
Lecture 42 - Usability Principles
Lecture 43 - HTML as a User Interface Language - 1
Lecture 44 - HTML as a User Interface Language - 2
Lecture 45 - Introduction to PHP
Lecture 46 - Basic Components of PHP
Lecture 47 - More on PHP: Hypertext PreProcessor (PHP)
Lecture 48 - MySQL and PHP - The Backend of Decision Support Systems
Lecture 49 - Forms and PHP - Design of Interactive and Dynamic Applications
Lecture 50 - An Introduction to Networking
Lecture 51 - Data Visualization - Part 1
Lecture 52 - Data Visualization - Part 2
Lecture 53 - Summarizing the Course