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STC on Machine Learning Algorithms (15 to 19 March 2021)
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.
STC on Machine Learning Algorithms (15 to 19 March 2021)
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.
Chemistry Conferences - Latest Listings
International Nutrition Research Conference
09 - 11 Sep 2021 - Rome (IT)
International Nutrition Research Conference
09 - 11 Sep 2021 - Rome (IT)
International Event on Science Day Celebrations on 01.03.2021
Candidate Registration Form for Science Day, 01.03.2021 Organized by Department of Chemistry, MMDU, Mullana.
Events: Poster Presentation (Offline & Only) - Max. size (1m *1 m)
Events: Model Making (Offline Only)
Events: Quiz (Offline Only)
Reporting Venue on 01.03.2021for Offline Participants: Engineering Block 2, First Floor
Online Poster Presentation needs to be shared / uploaded before 28-Feb-2020 10 PM (GMT+5.30).
Certificate/E-certificate will be issued to all participants.
Head of the Department
hod.chemistry@mmumullana.org
Registartion Link: https://forms.gle/aqVv5zZMKnus7F8PA
Candidate Registration Form for Science Day, 01.03.2021 Organized by Department of Chemistry, MMDU, Mullana.
Events: Poster Presentation (Offline & Only) - Max. size (1m *1 m)
Events: Model Making (Offline Only)
Events: Quiz (Offline Only)
Reporting Venue on 01.03.2021for Offline Participants: Engineering Block 2, First Floor
Online Poster Presentation needs to be shared / uploaded before 28-Feb-2020 10 PM (GMT+5.30).
Certificate/E-certificate will be issued to all participants.
Head of the Department
hod.chemistry@mmumullana.org
Registartion Link: https://forms.gle/aqVv5zZMKnus7F8PA
ICT BASED FDP, ST, Webinar & other edu events Announcement Portal
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STC on Machine Learning ( 15- 19 March 2021)
STC on Machine Learning Algorithms for Faculty and Staff from AICTE approved Technical Institutions
Online Registration http://www.nitttrchd.ac.in/sitenew1/core/stclink.php
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
STC on Machine Learning ( 15- 19 March 2021)
STC on Machine Learning Algorithms for Faculty and Staff from AICTE approved Technical Institutions
Online Registration http://www.nitttrchd.ac.in/sitenew1/core/stclink.php
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
Chemistry Conferences - Latest Listings
2nd Plenareno Material Science and Nanotechnology Conference
03 - 04 Dec 2021 - Barcelona (ES)
2nd Plenareno Material Science and Nanotechnology Conference
03 - 04 Dec 2021 - Barcelona (ES)
Chemistry Conferences - Latest Listings
6th Global Conference on Plant Science and Molecular Biology
30 Sep - 02 Oct 2021 - Paris (FR)
6th Global Conference on Plant Science and Molecular Biology
30 Sep - 02 Oct 2021 - Paris (FR)
ICT BASED FDP, ST, Webinar & other edu events Announcement Portal
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Events: India(4)
Meet the Editor Online: NJC (New Journal of Chemistry)
Event dates: 22 April 2021 16:00-17:30
Event summary: A free Webinar featuring scientific talks from NJC Editorial Board Members
Event Venue: GoToWebinar, Online, India
Meet the Editor Online: NJC (New Journal of Chemistry)
Event dates: 22 April 2021 16:00-17:30
Event summary: A free Webinar featuring scientific talks from NJC Editorial Board Members
Event Venue: GoToWebinar, Online, India
Chemistry Conferences - Latest Listings
Global Conference on Food, Agriculture and Natural Resources
30 Sep - 02 Oct 2021 - Paris (FR)
Global Conference on Food, Agriculture and Natural Resources
30 Sep - 02 Oct 2021 - Paris (FR)
Chemistry Conferences - Latest Listings
3rd Edition of Euro-Global Conference on Food Science and Technology
30 Sep - 02 Oct 2021 - Paris (FR)
3rd Edition of Euro-Global Conference on Food Science and Technology
30 Sep - 02 Oct 2021 - Paris (FR)
ICT BASED FDP, ST, Webinar & other edu events Announcement Portal
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Events: India(4)
Hands on Workshop on Computational drug discovery
Event dates: 15 April 2021 08:30 - 17 April 2021 16:30
Event summary: Department of Biotechnology, School of Applied Sciences, REVA University in association with Scientific Bio-Minds is offering hands on training on computational drug discovery workshop.
Event Venue: REVA University, Bangalore, 560064, India
Hands on Workshop on Computational drug discovery
Event dates: 15 April 2021 08:30 - 17 April 2021 16:30
Event summary: Department of Biotechnology, School of Applied Sciences, REVA University in association with Scientific Bio-Minds is offering hands on training on computational drug discovery workshop.
Event Venue: REVA University, Bangalore, 560064, India
Chemistry Conferences - Latest Listings
8th Conference on Catalysis, Chemical Engineering and Technology
27 - 29 Sep 2021 - Paris (FR)
8th Conference on Catalysis, Chemical Engineering and Technology
27 - 29 Sep 2021 - Paris (FR)
ICT BASED FDP, ST, Webinar & other edu events Announcement Portal
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Events: India(4)
RSC-IISER Desktop Seminar with PCCP
Event dates: 4 May 2021 15:00 - 5 May 2021 17:30
Event summary: Royal Society of Chemistry is organising a series of Desktop Seminars with Indian Institutes of Science Education and Research (IISERs).
Event Venue: India
RSC-IISER Desktop Seminar with PCCP
Event dates: 4 May 2021 15:00 - 5 May 2021 17:30
Event summary: Royal Society of Chemistry is organising a series of Desktop Seminars with Indian Institutes of Science Education and Research (IISERs).
Event Venue: India
ICT BASED FDP, ST, Webinar & other edu events Announcement Portal
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Fosscommunity's Blog Dedicated to All
STC on Linux for Engineering Applications (03-07 May 2021)
STC on Linux for Engineering Applications
(03-07 May 2021)
Online Registration Link http://www.nitttrchd.ac.in/sitenew1/core/stclink.php
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 Linux for Engineering Applications (03-07 May 2021)
STC on Linux for Engineering Applications
(03-07 May 2021)
Online Registration Link http://www.nitttrchd.ac.in/sitenew1/core/stclink.php
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
Chemistry Conferences - Latest Listings
9th Edition of International Conference on Catalysis and Chemistry
21 - 23 Oct 2021 - Orlando (US)
9th Edition of International Conference on Catalysis and Chemistry
21 - 23 Oct 2021 - Orlando (US)