STC on Deep Learning (27.02.23 to 03.03.23)

NITTTR Chandigarh Organizes Contact/Hybrid Mode STC on Deep Learning from 27.02.2023 to 03.03.2023, Oplan CSE-17

Online Registration Link https://fdp.nitttrchd.ac.in/backingup/

Schedule

DATE10:00 A.M. to 11:30 A.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.


27.02.2023
Registration and Introduction to Deep Learning
Data-Specific Deep Learning Models: A Design Framework Essentials of Python and Deep Learning Libraries
28.02.2023Implementation of Pre-Trained Models and High Performance Deep Learning Transformers

Activation Functions
Convolutional neural networks and their implementation using Pytorch
01.03.2023
Implementation of SSD, RNN, LSTM, GRU and YOLO Models
Ensemble and Federated Deep Learning

Self-supervised Learning and its implementation using Pytorch
02.03.2023
Neural Style Transfer and Vision Transformer for Image Classification
Hands-On SessionGAN and Meta-learning Implementation using Pytorch
03.03.2023Reinforcement Learning
with Transition to Q-Learning
Fine-grained Image Analysis for Facial Expression Recognition using Deep CNNs
Case Study Demonstration, Feedback and Quiz

Brief Contents

Introduction to Deep Learning

Data-Specific Deep Learning Models: A Design Framework

Essentials of Python and Deep Learning Libraries

Implementation of Pre-Trained Models and High Performance Deep Learning Transformers

Activation Functions

CNNs and Self-supervised learning and its implementation using Pytorch

Implementation of SSD, RNN, LSTM, GRU and YOLO Models

Ensemble and Federated Deep Learning

Meta-learning and its implementation using Pytorch

Neural Style Transfer and Vision Transformer for Image Classification

GAN Implementation and Time series Forecasting

Reinforcement Learning with Transition to Q-Learning

Fine-grained Image Analysis for Facial Expression Recognition using Deep CNNs

Case Study Demonstration, Feedback and Quiz

Veer Baal Diwas

Veer Baal Diwas” to honor the martyrdom of Sri Guru Gobind Singh’s sons Sahibzadas Baba Zorawar Singh Ji and Baba Fateh Singh Ji.


“SOORA SO PEHCHANIYE
JO LARAI DEEN KE HET”

Please find the attachments of the digital exhibition on the above occasion.

Click Here to View : https://app.box.com/s/dmsqlyukj06tw2f84hegj1ia1mvfoupp


“The saga of unmatched martyrdom of SAHIBZADAS
of the tenth Guru”


The Hon’ble Prime Minister of India, Shri Narendra
Modi Ji has announced on the day of the Prakash
Purab of Sri Guru Gobind Singh Ji, on 9 th January 2022
that 26th December will be observed as ‘VEER BAAL
DIWAS’, to mark the martyrdom of Sri Guru Gobind
Singh’s sons Sahibzadas Baba Zorawar Singh Ji and
Baba Fateh Singh Ji.
Accordingly, the Ministry of Home Affairs,
Government of India, issued Gazette notification
declaring 26th December 2022 as ‘VEER BAAL
DIWAS’, to pay tribute to the unparalleled sacrifices
made by the beloved sons of Sri Guru Gobind Singh Ji.
Henceforth, 26 December will be commemorated
every year as ‘VEER BAAL DIWAS’ in memory of the
beloved sons of Sri Guru Gobind Singh Ji.

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

Schedule

DATE10:00 A.M. to 11:30 P.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.
  28-11-2022Registration and Introduction to Linux Operating System
Linux and Free Resources for Engineering Applications
Linux Tools for Data Analytics
29-11-2022Virtualization and Linux Installation and SetupIPR, Copyright, Patents and Open-Source Licenses    Essentials of Python Programming for Linux Applications
 
30-11-2022Linux-based Open-Source Software for Engineering Research Computer Vision and Applications
 
Linux Applications and Tools for Artificial Intelligence and Machine Learning
01-12-2022Shell 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
02-12-2022Technical and Research Writing using LaTeX Programming  Technical and Research Writing using LaTeX ProgrammingOpen 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

DATE10:00 A.M. to 11:30 P.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.
  17-10-2022Introduction 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
20-10-2022Overleaf 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
21-10-2022Open 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

DATE9:30 A.M. to 11:00 A.M. 11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.   
  12-09-2022Registration and Introduction to Deep Learning
   Essentials of Python and Deep Learning LibrariesMathematics and Science of Deep Neural Network and Reinforcement Learning
13-09-2022Multilayer Perceptron, Visual Features, Representations and Matching    Deep Learning for Medical Image Analysis  State-of-the-Art  Deep Learning Models for Object Detection and Localization
14-09-2022Activation Functions Pre-Trained Models, Transformers and Ensemble Deep Learning   
Implementation of SSD, RNN, LSTM, GRU and YOLO Models  
15-09-2022Implementation of Deep learning for pattern recognition Practice Session          Real Time Bone Fracture Identification using Deep Learning
16-09-2022Generative 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

DATE9:30 A.M. to 11:00 A.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.  
  25-07-2022Registration and Introduction to Computer Vision
Installation  of  OpenCV and Demonstration
Image Feature Detection, Description, and Matching Techniques using OpenCV
26-07-2022Essentials of Python Programming for Computer Vision and OpenCV
 
  Image Processing Operations using OpenCV
  OpenCV for Metaverse Technology and Applications
27-07-2022Image and Video Analytics using OpenCV Real Time Object   Analysis and Forensic Applications using OpenCV
OpenCV Applications (Edge, Contour Detection, Human Counting, Color Detection)
28-07-2022Object Detection and Distance Measurement using OpenCVImage 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

DATE10:00 A.M. to 11:30 P.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.
  30-05-2022MATLAB 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
01-06-2022Image 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 LearningSignal Processing Toolbox   and Applications
03-06-2022Medical 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

DATE10:00 A.M. to 11:30 P.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.
  18-04-2022Essentials of Python and  Data Analytics Libraries
Anaconda Distribution, Jupyter setup and Python Programming for Data Analytics
Business Data Analytics
19-04-2022Exploratory Data Analysis (EDA) and ETL Tools Data Dimensionality Reduction Techniques (PCA, LDA, SVD) Data Pre-processing Techniques
20-04-2022Model based approach for forecasting time series data Stacking and Ensemble Technique for Data Analysis Data Visualization Techniques
21-04-2022Image Data Analytics using OpenCV and Python
Image Data Analytics using OpenCV and Python
Video Data Analytics
22-04-2022Advance 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