International Workshop on Machine Learning and Data Analytics

#machine #learning; #data #analytics;
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The goal of this event is to bring early career researchers in data science and machine learning together for an informative workshop and training to the students in Australia and India.

Objectives of the Programme:
1. To give a basic understanding of Machine learning methods and programming.D
2. To show the applications of Machine Learning in different fields.
3. To give hands-on training in Python programming.
4. To show career prospects and opportunities in Machine Learning and Data Science.


  Date and Time

  Location

  Hosts

  Registration


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  • Gargaon, Assam
  • India
  • Contact Event Hosts

  • Organizing Chair: Dr. Chirantan Bhagawati

  • Co-sponsored by Department of Geology and IQAC, Gargaon College, Dibrugarh University
  • Starts 12 February 2021 12:55 PM UTC
  • Ends 13 March 2021 12:55 PM UTC
  • No Admission Charge

  Speakers

Topic:

Part I: Data Analytics

1. Introduction to Data Analytics & Machine Learning: 13th March

Speaker: Dr Nandakishor Desai, Postdoctoral Researcher, University of Melbourne

2. Fundamentals of Data Handling: 13th March

Speaker: Mr Sina Mansour L, Graduate Researcher, University of Melbourne

3. Data Pre-processing and Visualization: 14th March

Speaker: Dr Sanjay Patil, Academic Researcher, University of Melbourne

4. Data Processing and Exploration: 14th March

Speaker: Dr Sadegh Motallebi, Data Scientist, ANZ Melbourne

Coordinator: Miss Noor E Karishma Shaik, Graduate Researcher, University of Melbourne

Topic:

Part II: Machine Learning

1. Concept Learning and Bayes Learning: 19th March

Speaker: Mr Phani Kumar Malladi, Graduate Researcher, Indian Institute of Technology Kharagpur

2. Decision Tree Learning: 19th March

Speakers:

Dr. Pavan Harika Raavi, Academic Researcher, University of Melbourne

Dr. Chirantan Bhagawati, Assistant Professor, Gargaon College

3. Unsupervised and Supervised Learning: 20th March

Speakers:

Dr. Shashaank A. Mattur, Senior Research Engineer, Philips India

Dr. Bijju Kranthi Veduruparthi, Computer Vision Group Lead, Invento Labs, India

4. Artificial Neural Networks: 21st March

Speakers:

Dr. Geetartha Dutta, Assistant Professor, Dibrugarh University

Mr Ayan Borthakur, Graduate Researcher, Cornell University

Coordinator: Mr Phani Kumar Malladi, Graduate Researcher, Indian Institute of Technology Kharagpur





Agenda

Part A: Data Analytics 

1. Introduction to Data Analytics & Machine Learning
2. Fundamentals of Data Handling
3. Data Pre-processing and Visualization
4. Data Processing and Exploration

Part B: Machine Learning    

1. Concept Learning & the General-to-Specific Ordering
2. Unsupervised and supervised learning
3. Decision tree and Bayesian learning 
4. Artificial neural networks (ANN)


  Media

Workshop Banner 212.66 KiB
IWTMLDA2021_1 171.95 KiB
IWTMLDA2021_2 183.80 KiB
IWTMLDA2021_3 177.32 KiB