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

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 “Open Source Technologies” from 17/10/2022 to 21/10/2022 in Online 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 after 29 September 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.

Tentative 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

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

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.
  21-03-2022Free Resources and Software for Technical Education
 
Free Resources and Software for Technical Education
 
Free Tools for Data Analysis
22-03-2022Free Data Plotting and Visualization Tools
Free System and Application Software Free Computing and Skill Learning Software
23-03-2022Free Research Software and Demonstration Free Automated Machine Learning Tools  Free Technical Writing Tools and Demonstration
24-03-2022Open 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
25-03-2022Free 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

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.
  21-02-2022Introduction to R Programming and Features
  R and R Studio Installation
  R Programming Constructs, Operators, Loops, Functions
22-02-2022Data Structure and Data Type in R
 
  Data Plotting and Visualization Satellite Image analysis using R
23-02-2022Essential of Statistics for Machine Learning Ensemble Technique and Prediction Improvement   Clustering Algorithms and Implementation  
24-02-2022Regression and classification Algorithms and Implementation Advance Machine Learning Algorithms and  Time series Data Analysis
 
Covid Data Analysis using R
25-02-2022Probability Distribution Functions and Stochastic Random WalksProbability Distribution Functions and Stochastic Random WalksCase Study using R, Feedback and Online Quiz

STC on Open Source Technology 

Oplan: ICT-CSE-25 (24-28 Jan 2022)

Contents

Introduction to Open Source Technology
Free Resources and Software for Engineering Applications
Open Source Software for Research
Essentials of Python Programming for Open Source
Open Source Machine Learning Libraries and Applications
Open source Plagiarism and Reference Management Software
Open Source Deep Learning Libraries and Applications
Technical Writing and presentation using Open Source Tools (Beamer)
Open Source Tools for Networking
Open Source NoSQL Databases
Open Source Libraries for AI and Data Science
Open Source Case Study

Schedule

Open Source Technologies

 

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.
  24-01-2022 Introduction to Open Source Technology   Free Resources and Software for Engineering Applications   Open Source Software for Research
25-01-2022 Essentials of Python Programming for Open Source
 
  Open Source Machine Learning Libraries and Applications   Open source Plagiarism and Reference Management Software
27-01-2022 Open Source Deep Learning Libraries and Applications   Technical Writing and presentation using Open Source Tools (Beamer) Open Source Tools for Networking
28-01-2022 Open Source NoSQL Databases Open Source Libraries for AI and Data Science Open Source Case Study, Feedback and Online Quiz