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

STC on Computer Network and Hardware Maintenance

 

Computer Network and Hardware Maintenance

                  Oplan :   ICT-CSE-22    (17-21 Jan 2022)

Contents

Recent Trends in Computer System Configurations
Virtualization Technology
Installation of Virtualization Technology
Simulation Platforms for Network Simulations
Hard Disk Partitioning, MBR and Operating System Installation
Network Cabling and Addressing
Computer Internals, SMPS and Printer Troubleshooting
IOT Hardware and Latest Trends
Security issues and Troubleshooting in Computer Networks
Skill-based Computer Networking and Commands
Wireless Network Configuration and Troubleshooting
Case Study

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.  
  17-01-2022 Recent Trends in Computer System Configurations Virtualization Technology Installation  of  Virtualization Technology
18-01-2022 Simulation Platforms for Network Simulations   Hard Disk Partitioning, MBR and Operating System Installation Network Cabling and Addressing
19-01-2022 Computer Internals, SMPS and Printer Troubleshooting Computer Internals, SMPS and Printer Troubleshooting Advance Computer Faults and Troubleshooting
 
20-01-2022 Wireless Network Configuration and Troubleshooting Security issues and Troubleshooting in Computer Networks   Skill-based Computer Networking and Commands
21-01-2022 IOT Hardware and Latest Trends Research Information Management network: an Overview of a web-based platform for Panjab University, Chandigarh Case Study, Feedback and Online Quiz

Forthcoming Courses

  1. Computer Network and Hardware Maintenance

                  Oplan :   ICT-CSE-22    (17-21 Jan 2022)

 

    2.      Open Source Technology 

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

 Online Registration:  https://www.ulektzcampus.com/nitttr

 

   

 

 

Support Indian Army

https://ndf.gov.in/

STC on Computer Vision using Open CV (25-29 October 2021)

STC on Computer Vision using Open CV (25-29 October 2021)

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.  
  25-10-2021

Introduction to Computer Vision and OpenCV Algorithms

Essentials of OpenCV and Computing Platforms Installation  of  OpenCV and Demonstration
26-10-2021
Essentials of Python Programming for Computer Vision and OpenCV
 
  Document Scanner and QR Code Detection using OpenCV   Image Processing Operations using OpenCV
27-10-2021
Object Tracking by Color using OpenCV
Real Time Object   Analysis and Forensic Applications using OpenCV Practice Session/Assignments
28-10-2021
Video Analytics using OpenCV

NSFW Classifier to curb out censored content using OpenCV
Number plate detection using OpenCV
29-10-2021
Image Segmentation and Face Detection using OpenCV

Object Detection and Distance Measurement using OpenCV
 
Computer Vision Applications using GAN and PyTorch
 

 

Contents

 Introduction to Computer Vision and OpenCV Algorithms
Essentials of OpenCV and Computing Platforms
Installation of OpenCV and Demonstration
Essentials of Python Programming for Computer Vision and OpenCV
Document Scanner and QR Code Detection using OpenCV
Image Processing Operations using OpenCV
Object Tracking by Color using OpenCV
Real Time Object Analysis and Forensic Applications using OpenCV
Video Analytics using OpenCV
NSFW Classifier to curb out censored content using OpenCV
Number plate detection using OpenCV
Image Segmentation and Face Detection using OpenCV
Object Detection and Distance Measurement using OpenCV
Computer Vision Applications using GAN and PyTorch

 

 

STC on Docker Programming ( 20 to 24 Sep 2021)

Schedule

 

Docker Programming. Oplan: ICT-CSE-13

(20-24 September 2021)

 

 

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.

 

20-09-2021

Introduction to Docker Programming

Essentials of Docker and Virtualization Technology

Installation  of  Docker in Ubuntu

21-09-2021

Programming Concepts and Demonstration

Docker Programming and Architecture

Docker Components and Security
 

22-09-2021

Essential Commands and Shell Programming

 

Docker Storage and Databases

 

Docker  Clustering and Kubernetes

 

23-09-2021

Building and Dockerization of Desktop Applications

 

Building and Dockerization of Web Appplications

 

Docker Deployment over the Cloud

24-09-2021

Running Multiple Containers as a Single Service using Docker Compose                 

 

Dockers & Containers, The future of Microservices

 

Docker Applications in Education and Research