STC on Deep Learning (23-27 August 2021)

Deep Learning. Oplan: ICT-CSE-9

 

Schedule

 

Deep Learning. Oplan: ICT-CSE-9

(23-27 August 2021)

DATE 10: A.M. to 11:30 P.M. 2:30 P.M. to 4:00 P.M.
  23-08-2021 Introduction to Machine Learning and Deep Learning Essentials of Python and  Deep Learning Libraries
24-08-2021 Neural Networks and CNN Algorithms Deep Learning in Remote Sensing and Computer Vision
25-08-2021
Open Source Deep Learning Based Frameworks for Face Analytics
Deep Learning, Regularization and Optimizing Deep Learning Networks
26-08-2021 Recurrent Neural Networks and Generative adversarial networks Self-supervised Learning, Active learning and Meta Learning
27-08-2021 Implementation of LSTM, Auto encoders and Transformers in Deep Learning   Deep Learning Applications for Medical Image Processing

 

AICTE – NITTT One Week Online Orientation Training Programme (OTP) for Mentors (21-25th June, 2021)

Attendance

Fill the attendance ( Click Here for the same) Once per day

Programme Schedule for

One Week Online Orientation Training Programme (OTP) for Mentors (21-25th June, 2021)

DaySession I 10 am to 11 amSession II 11 am to 12 NoonStudy BreakSession III 2 pm to 3 pmSession IV 3 pm to 4 pmInteraction/ Assessment 4 to 5 pm
Mon   21 JuneRegistration to NITTT PortalMentor Guidance Manual, Rubrics and Evidences to be maintained by inductee teachers (Prof. Maitreyee Dutta) Features of Module-1 NITTTR ChennaiUse of Module-1 Rubric NITTTR Chennai 
Tue   22 JuneFeatures of Module-2 – NITTTR BhopalUse of Module-2 Rubric NITTTR Bhopal Features of Module-3 , Er. Amandeep Kaur NITTTR ChandigarhUse of Module-3 Rubric – Er. Amandeep Kaur , NITTTR ChandigarhQuiz (Prof. K G Srinivasa)
Wed   23 JuneFeatures of Module-4 – NITTTR BhopalUse of Module-4 Rubric – NITTTR Bhopal, Features of Module-5 – NITTTR ChennaiUse of Module-5 Rubric – NITTTR ChennaiQuiz (Prof. K G Srinivasa)
Thu   24 JuneFeatures of Module 6 – NITTTR ChennaiUse of Module-6 Rubric – NITTTR Chennai Features of Module -7 – Prof. P K Tulsi, NITTTR ChandigarhUse of Module-7 Rubric – Prof. P K Tulsi, NITTTR ChandigarhQuiz (Prof. K G Srinivasa)
Fri   25 JuneFeatures of Module – 8 Prof. Rakesh K. Wats, NITTTR ChandigarhUse of Module-8 Rubric – Prof. Rakesh K. Wats, NITTTR Chandigarh Quiz (Prof. K G Srinivasa)Discussion about Assignments (Prof. Maitreyee Dutta)Valediction

STC on Linux for Engineering Applications (03-07 May 2021)

NITTTR Chandigarh Organizes STC on

Linux for Engineering Applications for faculty and staff of AICTE approved Technical Institutions

(03-07 May 2021)

Oplan: ICT-31

Timetable

 

DATE 10: A.M. to 11:30 P.M. 2:30 P.M. to 4:00 P.M.
  03-05-2021 Essentials of Linux and Shell Programming Computing Environment and Engineering Applications using Scilab
04-05-2021 Research Data Analytics and Open Access Plagiarism Detection Tool Scientific and Engineering Computation using Octave
05-05-2021  Image and Video Analysis using OpenCV Linux Applications and Tools for Research
06-05-2021 Solving Linear and Non-Linear Problems using GNU Octave Linux Based Tools for Internet of Things
07-05-2021  IoT Simulation in Linux Environment   Docker Applications

Contents

 

Essentials of Linux and Shell Programming

Computing Environment and Engineering Applications using Scilab

Research Data Analytics and Open Access Plagiarism Detection Tool

Scientific and Engineering Computation using Octave

Image and Video Analysis using OpenCV

Solving Linear and Non-Linear Problems using GNU Octave

Linux Applications and Tools for Research

Linux Based Tools for Internet of Things

IoT Simulation in Linux Environment

Docker Applications

STC on Machine Learning ( 15- 19 March 2021)

STC on Machine Learning Algorithms for Faculty and Staff from AICTE approved Technical Institutions

Schedule

DATE 10: A.M. to 11:30 P.M. 2:30 P.M. to 4:00 P.M.

15-03-2021

Introduction to Machine Learning Essentials of Python , Machine Learning Libraries and Demonstration on Machine Learning Algorithms
16-03-2021 Essential of Statistics for Machine Learning Algorithms Linear Regression, Logistic Regression and Gradient Descent
17-03-2021 Supervised Learning using Decision Tree, K-Nearest Neighbors and Naive Bayes Discriminant Analysis, Random Forest and SVM Algorithms
18-03-2021 Unsupervised Learning using K-Means and Hierarchical Clustering Ensemble Machine Learning
(Bagged Decision Trees, Boosting and AdaBoost) Algorithms
19-03-2021 Neural Networks and deep neural

networks,  Regularization and optimizing deep networks

CNN Algorithms and Deep learning

Machine Learning Algorithms using Open Source

 

Forthcoming (Tentative Topics)

Algorithm 1: Gradient Descent.
Algorithm 2: Linear Regression.
Algorithm 3: Logistic Regression.
Algorithm 4: Linear Discriminant Analysis.
Algorithm 5: Classification and Regression Trees.
Algorithm 6: Naive Bayes.
Algorithm 7: K-Nearest Neighbors.
Algorithm 8: Learning Vector Quantization.
Algorithm 9: Support Vector Machines.
Algorithm 10: Bagged Decision Trees and Random Forest.
Algorithm 11: Boosting and AdaBoost.

Simple Linear Regression using Statistics.
Simple Linear Regression with Gradient Descent.
Logistic Regression with Gradient Descent.
Linear Discriminant Analysis using Statistics.
Classification and Regression Trees with Gini.
Naive Bayes for Categorical Data.
Gaussian Naive Bayes for Real-Valued Data.
K-Nearest Neighbors for Classification.
Learning Vector Quantization for Classification.
Support Vector Machines with Gradient Descent.
Bagged Classification and Regression Trees.
AdaBoost for Classification.


“The most unfortunate thing is that India still seems to believe in proprietary solutions. Further spread of IT which is influencing the daily life of individuals would have a devastating effect on the lives of society due to any small shift in the business practice involving these proprietary solutions. It is precisely for these reasons open source software need to be built which would be cost effective for the entire society.
In India, open source code software will have to come and stay in a big way for the benefit of our billion people.”
– Dr. A. P. J. Abdul Kalam

The GNU+Linux Foundation

“When the Last Tree has been cut down, the Last Fish caught, the Last River poisoned, only then will we realize that One Cannot Eat Money.”

Native American Saying

What can Save the World from Self-destruction?

The Humble Conversion to the Spiritual Way.
Because Earth & Nature has been Ravaged by the blind wild mass race to prove that you are Someone Better because you got $omething $pecial.

The GNU+Linux Evangelist

STC on “Technical Writing using LaTeX” (15-19 February 2021)

NITTTR Chandigarh Organizes  STC on “Technical Writing using LaTeX”

(15-19 February 2021),  Oplan: ICTO-264

 

 

First Day Recording ( First and Second Session)      https://conference.maxproindia.com/playback/presentation/2.0/playback.html?meetingId=d13dddf6548edeff3030045c8fc8093fcf650c38-1613362949687

 

Third Session   https://conference.maxproindia.com/playback/presentation/2.0/playback.html?meetingId=d13dddf6548edeff3030045c8fc8093fcf650c38-1613452195784

 

Fourth Session  https://conference.maxproindia.com/playback/presentation/2.0/playback.html?meetingId=d13dddf6548edeff3030045c8fc8093fcf650c38-1613460729682

 

 

Timetable and Schedule

 

DATE 11: A.M. to 12:30 P.M. 2:30 P.M. to 4:00 P.M.
 

15-02-2021

Essentials of Technical Writing and LaTeX Demonstration on Research Writing using LaTeX
16-02-2021 Tips and Tools for Effective Technical and Research Writing Research Writing, Equations, Figures, and Tables
17-02-2021 Flowcharts, Algorithms Design and Drawing Tools Journals Templates, Citations and References Management using LaTeX
18-02-2021  Research Writing and Presentation using Beamer Research paper writing & presentation through overleaf
19-02-2021  Plagiarism and Its prevention Qualitative Writing and Academic Publishing

 

Free and Open Source ICT Tools for Education–HPU

Free and Open Source ICT Tools for Education–HPU

10 Feb 2021

Download   here :              http://wikisend.com/download/529404

STC on Free Tools for Research (25-29 January 2021)

STC on Free Tools for Research
(25-29 January 2021) Oplan: ICTO-263

Contents

Essentials of Research and Open Source Tools
Free Resources and Software for Research
Essentials of Research Writing and Management using Latex and Zotero
Essential Concepts and Principles of Machine Learning for Research
Research Literature Management and Advance Features using Mendeley
Data analysis and visualization using R
Research writing and presentation using Latex and Beamer
Research Tool for Computer Vision Applications

NITTTR Chandigarh Organizes STC on Free Tools for Research
(25-29 January 2021)

Final Schedule

 

DATE 11: A.M. to 12:30 P.M. 2:30 P.M. to 4:00 P.M.
 

25-01-2021

Essentials of Research
and Open Source Tools
Free Resources and Software for Research
27-01-2021 Essentials of Research
Writing and Management
using Latex and Zotero
Essential Concepts and Principles of Machine Learning for Research
28-01-2021 Research Literature Management and
Advance Features using Mendeley
Data analysis and visualization using R
29-01-2021 Research writing and presentation using
Latex and Beamer
Research Tool for Computer Vision Applications