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

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