STC on Linux Applications in Engineering Education ( 28-11-2022 to 02-12-2022) Hybrid Mode Oplan CSE-11

Course Material ( Available after Monday)

Final Schedule

DATE	10:00 A.M. to 11:30 P.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
28-11-2022	Registration and Introduction to Linux Operating System	Linux and Free Resources for Engineering Applications	Linux Tools for Data Analytics
29-11-2022	Virtualization and Linux Installation and Setup	IPR, Copyright, Patents and Open-Source Licenses	Essentials of Python Programming for Linux Applications
30-11-2022	Linux-based Open-Source Software for Engineering Research	Computer Vision and Applications	Linux Applications and Tools for Artificial Intelligence and Machine Learning
01-12-2022	Shell Programming and Power Tools  (GREP, SED, AWK)	Shell Programming and Power Tools (GREP, SED, AWK)	References and Citation Management for Research Publications and Thesis Report
02-12-2022	Technical and Research Writing using LaTeX Programming	Technical and Research Writing using LaTeX Programming	Open Source Case Study, Feedback and Online Quiz

Contents of the course

Introduction to Linux Operating System

Linux and Free Resources for Engineering Applications

Linux Tools for Data Analytics

Virtualization and Linux Installation and Setup

IPR, Copyright, Patents and Open-Source Licenses

Essentials of Python Programming for Linux Applications

Linux-based Open-Source Software for Engineering Research

Computer Vision and Applications

Linux Applications and Tools for Artificial Intelligence and Machine Learning

Shell Programming and Power Tools (GREP, SED, AWK)

References and Citation Management for Research Publications and Thesis Report

Technical and Research Writing using LaTeX Programming

Online STC/FDP on Open Source Technologies (17-21 October 2022) Oplan ICT-131

Final Schedule

DATE	10:00 A.M. to 11:30 P.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
17-10-2022	Introduction to Open Source Technology	Free Resources and Software for Engineering Applications	NodeRed Simulator for IoT system Design
18-10-2022	Tinker cad and Sketch Programming for 3d printing and circuit design	Reference Management in Research: Practical Approach using Mendeley	Essentials of Python Programming for Open Source and Computer Vision Applications
19-10-2022	Open Source Research Tools	Technical and Research Writing using LaTeX Programming	Data Analysis and Feature Engineering using Open Source
20-10-2022	Overleaf for research Writing and Data Visualization using Tableau	Open Source “Orange” for Data Visualization, Machine learning, and Data Mining,	Open Source Tools for Security and Forensics
21-10-2022	Open Source NoSQL Databases	Open Source  Machine Learning and Deep Learning Libraries	Open Source Case Study, Feedback and Online Quiz

Contents

* Open Source for Engineering Education

* Technical Writing using LaTeX

*  Open Source Research Tools

* Open Source Data Analytics Tools

* Open Source Data Visualization Tools

* Open Source Machine Learning Libraries

* Open Source Deep Learning Libraries

* Open Source Tools for Literature Management and Citation

* Open Source Computer Vision Tools

*  Reinforcement  Learning using Open Source

* Open Source Programming for IOT Platforms

STC on Deep Learning (12.09.22 to 16.09.22)

NITTTR Chandigarh Organizes Contact Mode STC on Deep Learning from 12.09.2022 to 16.09.2022 Oplan CSE-06

How to Apply :

All Participants have to register through the Online FDP Portal. Please visit our Online FDP Portal : https://fdp.nitttrchd.ac.in/ and follow the steps.
The steps are self-explanatory. In case of any difficulty you may contact us.

Course Fee, Accommodation & Fooding:

For Faculty/Staff from AICTE approved technical institutions (Engineering colleges/Universities/ Polytechnic colleges) : Participants have to pay a Course Fee of Rs.118/- while registering for the Course through Online Portal and Free boarding and lodging will be provided to them.
For Research Scholars of AICTE approved technical institutions : Participants have to pay a Course Fee of Rs.590/- while registering for the Course through Online Portal. They can avail Accommodation & Fooding facilities within our beautiful campus on payment basis of Rs. 350/- per day approximately.
For participants from Industry/Research Organizations/Educational Institutions (other than Technical Institutes) : Participants have to pay a Course Fee of Rs.5900/- while registering for the Course through Online Portal. They can avail Accommodation & Fooding facilities within our beautiful campus on payment basis of Rs. 350/- per day approximately.
 TA/DA will be provided to  participants from Govt Institutions.

Detail Contents

Introduction to Deep Learning
Essentials of Python and Deep Learning Libraries
Mathematics and Science of Deep Neural Network and Reinforcement Learning
Multilayer Perceptron, Visual Features, Representations and Matching
Deep Learning for Medical Image Analysis
Pre-Trained Models, Transformers and Ensemble Deep Learning
Implementation of YOLO, SSD and Deep Learning on Web Browser
Use Cases and Implementation of RNN, LSTM, GRU
Implementation of Deep learning for pattern recognition
Recurrent Neural Networks and Generative adversarial networks Implementation
Self-supervised Learning and Meta Learning

Schedule

DATE	9:30 A.M. to 11:00 A.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
12-09-2022	Registration and Introduction to Deep Learning	Essentials of Python and Deep Learning Libraries	Mathematics and Science of Deep Neural Network and Reinforcement Learning
13-09-2022	Multilayer Perceptron, Visual Features, Representations and Matching	Deep Learning for Medical Image Analysis	State-of-the-Art  Deep Learning Models for Object Detection and Localization
14-09-2022	Activation Functions	Pre-Trained Models, Transformers and Ensemble Deep Learning	Implementation of SSD, RNN, LSTM, GRU and YOLO Models
15-09-2022	Implementation of Deep learning for pattern recognition	Practice Session	Real Time Bone Fracture Identification using Deep Learning
16-09-2022	Generative Adversarial Networks (GAN) Implementation using Pytorch	Self-supervised Learning and Meta Learning	Case Study Demonstration, Feedback and Quiz

STC on Deep Learning (12.09.22 to 16.09.22)

It gives me immense pleasure to inform you that Computer Science & Engineering Department, NITTTR Chandigarh (Ministry of Education, Govt of India) is going to organise AICTE Recognized Faculty Development Programme/Short Term Course on “Deep Learning” from 12/09/2022 to 16/09/2022 in Contact Mode at NITTTR Chandigarh

There will be 3 sessions per day.

All lectures/sessions will be delivered by Highly Experience Faculty/Staff members of NITTTR Chandigarh and Professionals from Industry.

The final schedule will be uploaded on 29 August 2022.

How to Apply :

1. All Participants have to register through the Online FDP Portal. Please visit our Online FDP Portal : https://fdp.nitttrchd.ac.in/ and follow the steps.
2. The steps are self-explanatory. In case of any difficulty you may contact us.

Course Fee, Accommodation & Fooding:

1. For Faculty/Staff from AICTE approved technical institutions (Engineering colleges/Universities/ Polytechnic colleges) : Participants have to pay a Course Fee of Rs.118/- while registering for the Course through Online Portal and Free boarding and lodging will be provided to them.
2. For Research Scholars of AICTE approved technical institutions : Participants have to pay a Course Fee of Rs.590/- while registering for the Course through Online Portal. They can avail Accommodation & Fooding facilities within our beautiful campus on payment basis of Rs. 350/- per day approximately.
3. For participants from Industry/Research Organizations/Educational Institutions (other than Technical Institutes) : Participants have to pay a Course Fee of Rs.5900/- while registering for the Course through Online Portal. They can avail Accommodation & Fooding facilities within our beautiful campus on payment basis of Rs. 350/- per day approximately.
4. No TA/DA will be provided to any participants from Private Institutions.

Contact Mode STC on Computer Vision using OpenCV Oplan – CSE-2 (25-29 July 2022)

Online Registration link for contact mode https://fdp.nitttrchd.ac.in/backingup/

 

Contents

Introduction to Computer Vision
Installation of OpenCV and Demonstration
Image Feature Detection, Description, and Matching Techniques using OpenCV
Essentials of Python Programming for Computer Vision and OpenCV
Image Processing Operations using OpenCV
OpenCV for Metaverse Technology and Applications
Image and Video Analytics using OpenCV
Real Time Object Analysis and Forensic Applications using OpenCV
OpenCV Applications (Edge, Contour Detection, Human Counting, Color Detection)
Object Detection and Distance Measurement using OpenCV
Image Segmentation and Morphological Operations using OpenCV
YOLO for Object Detection using OpenCV in Computer Vision
Object Tracking and Image Registration using OpenCV
NSFW Classifier to curb out censored content using OpenCV
Case Study Demonstration, Feedback and Quiz

Schedule

DATE	9:30 A.M. to 11:00 A.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
25-07-2022	Registration and Introduction to Computer Vision	Installation  of  OpenCV and Demonstration	Image Feature Detection, Description, and Matching Techniques using OpenCV
26-07-2022	Essentials of Python Programming for Computer Vision and OpenCV	Image Processing Operations using OpenCV	OpenCV for Metaverse Technology and Applications
27-07-2022	Image and Video Analytics using OpenCV	Real Time Object   Analysis and Forensic Applications using OpenCV	OpenCV Applications (Edge, Contour Detection, Human Counting, Color Detection)
28-07-2022	Object Detection and Distance Measurement using OpenCV	Image Segmentation and Morphological Operations using OpenCV	YOLO for Object Detection using OpenCV in Computer Vision
29-07-2022	Object Tracking and   Image Registration using OpenCV	NSFW Classifier to curb out censored content using OpenCV	Case Study Demonstration, Feedback and Quiz

MATLAB for Engineering Applications(30 May 2022 to 03 June 2022)

Schedule : Oplan: ICT-34

DATE	10:00 A.M. to 11:30 P.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
30-05-2022	MATLAB Introduction, Applications overview, Introduction to MATLAB Programming	MATLAB Programming: Programming Constructs, Loops, Structures and Functions	IoT Applications and Analytics using MATLAB
31-05-2022	Data Analytics and Predictive Mining	2D, 3D Plotting and Graphics in MATLAB	Ensemble Learning and Research Applications
01-06-2022	Image Processing Toolbox and Programming	Neural Network and Applications in Healthcare	Computer Vision Toolbox and Programming
02-06-2022	Genetic Algorithms and Optimization in MATLAB	Advance Machine Learning / Deep Learning	Signal Processing Toolbox   and Applications
03-06-2022	Medical Image Analysis and Disease Diagnosis	Image & Video Processing using MATLAB	Case Study Demonstration, Feedback and Online Quiz

ICT based STC on Data Analytics using Python (18-22 April 2022)

Schedule: Data Analytics using Python (18-22 April 2022) Oplan: ICT-06

DATE	10:00 A.M. to 11:30 P.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
18-04-2022	Essentials of Python and  Data Analytics Libraries	Anaconda Distribution, Jupyter setup and Python Programming for Data Analytics	Business Data Analytics
19-04-2022	Exploratory Data Analysis (EDA) and ETL Tools	Data Dimensionality Reduction Techniques (PCA, LDA, SVD)	Data Pre-processing Techniques
20-04-2022	Model based approach for forecasting time series data	Stacking and Ensemble Technique for Data Analysis	Data Visualization Techniques
21-04-2022	Image Data Analytics using OpenCV and Python	Image Data Analytics using OpenCV and Python	Video Data Analytics
22-04-2022	Advance Graphing Library for Statistical Charts	Parallel Processing and Data Scalability using Dask	Case Study Demonstration, Feedback and Online Quiz

Forthcoming Courses

1. ICT-6 Research Based Data Analytics using Python 18.04.2022 22.04.2022
2. ICT-36 Research Oriented MATLAB for Engineering Applications 30.05.2022 03.06.2022
3.  CSE-2 Research Oriented Computer Vision using Open CV 25.07.2022 29.07.2022
4. CSE-7 Research Oriented Deep Learning 12.09.2022 16.09.2022
5. ICT-133 General Open Source Technologies 17.10.2022 21.10.2022
6. CSE-13 General Linux Applications in Engineering Education 28.11.2022 02.12.2022
7. CSE-19 Research Oriented Deep Learning 27.02.2023 03.03.2023

• PDA – 30 Mentoring Workshop for Haryana and Delhi from 21 – 25 June, 2022

To apply Online Link http://www.nitttrchd.ac.in/sitenew1/index11.php

STC on “Free Software and Resources for Technical Education” OPlan No. ICT-175 (21-25 March 2022)

Free Software and Resources for Technical Education
OPlan No.ICT-175 (21-25 March 2022)

Training Programme Short Term Course (STC) for Faculty Members and Staff of AICTE approved Technical Institutions

STC on “Free Software and Resources for Technical Education” (21-25 March 2022)

Contents

Free Resources and Software for Technical Education
Free Tools for Data Analysis
Free Data Plotting and Visualization Tools
Free System and Application Software
Free Computing and Skill Learning Software
Free Research Software and Demonstration
Free Automated Machine Learning Tools
Free Technical Writing Tools and Demonstration
Open source Institutional Repository Software
Free Plagiarism Detection and Reference Management Software
Free Advance Libraries for Machine Learning and Applications
Free Bioinformatics Data Analytic Tools for non-biologists
Free Tools for Artificial Intelligence and Deep Learning
Case Study using Free Software and Online Quiz

Schedule

DATE	10:00 A.M. to 11:30 P.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
21-03-2022	Free Resources and Software for Technical Education	Free Resources and Software for Technical Education	Free Tools for Data Analysis
22-03-2022	Free Data Plotting and Visualization Tools	Free System and Application Software	Free Computing and Skill Learning Software
23-03-2022	Free Research Software and Demonstration	Free Automated Machine Learning Tools	Free Technical Writing Tools and Demonstration
24-03-2022	Open source Institutional Repository Software	Research Data Analytics, Open Access Plagiarism Detection Tool and Free Reference Management Software	Free Advance Libraries for Machine Learning and Applications
25-03-2022	Free Bioinformatics Data Analytic Tools for non-biologists	Free Tools for Artificial Intelligence and Deep Learning	Case Study using Free Software, Feedback and Online Quiz

STC on Machine Learning using R

Oplan :ICT-CSE-28 ( 21-25 Feb 2022)

Contents

• Introduction to Open Source Technology
• Introduction to R Programming and Features
• R Programming Constructs, Operators, Loops, Functions
• Data Structure and Data Type in R
• Data Plotting and Visualization
• Satellite Image analysis using R
• Essential of Statistics for Machine Learning
• Ensemble Technique and Prediction Improvement
• Clustering Algorithms and Implementation
• Regression and classification Algorithms and Implementation
• Advance Machine Learning Algorithms and Time series Data Analysis
• Covid Data Analysis using R
• Probability Distribution Functions and Stochastic Random Walks.
• Case Study using R

Schedule

DATE	10:00 A.M. to 11:30 P.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
21-02-2022	Introduction to R Programming and Features	R and R Studio Installation	R Programming Constructs, Operators, Loops, Functions
22-02-2022	Data Structure and Data Type in R	Data Plotting and Visualization	Satellite Image analysis using R
23-02-2022	Essential of Statistics for Machine Learning	Ensemble Technique and Prediction Improvement	Clustering Algorithms and Implementation
24-02-2022	Regression and classification Algorithms and Implementation	Advance Machine Learning Algorithms and  Time series Data Analysis	Covid Data Analysis using R
25-02-2022	Probability Distribution Functions and Stochastic Random Walks	Probability Distribution Functions and Stochastic Random Walks	Case Study using R, Feedback and Online Quiz