Applying Machine Learning for COVID-19 Dataset.
Kaggle recently released dataset for COVID-19.
Dataset Description
In response to the COVID-19 pandemic, the White House and a coalition of leading research groups have prepared the COVID-19 Open Research Dataset (CORD-19). CORD-19 is a resource of over 29,000 scholarly articles, including over 13,000 with full text, about COVID-19, SARS-CoV-2, and related coronaviruses. This freely available dataset is provided to the global research community to apply recent advances in natural language processing and other AI techniques to generate new insights in support of the ongoing fight against this infectious disease. There is a growing urgency for these approaches because of the rapid acceleration in new coronavirus literature, making it difficult for the medical research community to keep up.
Call to Action
We are issuing a call to action to the world’s artificial intelligence experts to develop text and data mining tools that can help the medical community develop answers to high priority scientific questions. The CORD-19 dataset represents the most extensive machine-readable coronavirus literature collection available for data mining to date. This allows the worldwide AI research community the opportunity to apply text and data mining approaches to find answers to questions within, and connect insights across, this content in support of the ongoing COVID-19 response efforts worldwide. There is a growing urgency for these approaches because of the rapid increase in coronavirus literature, making it difficult for the medical community to keep up.
Most Common Words Experiment –
This experiment analyze common words used in the dataset using Text based ML Algorithms.
Machine learning and AI Bootcamp training at Ceylinco Insurance .
Recently I did Data Science and Machine learning Bootcamp training at Sri Lanka.
This 2 days training was focus on getting started with Data Science technologies. Azure machine learning studio, R studio, Jupyter Notebook ,
Spyder with Python for data science. It also includes real world usage of machine learning for regression, classification and product recommendations.
Course Outline –
https://uditha.wordpress.com/2018/04/25/data-science-bootcamp-training-sri-lanka-singapore/
10 developers from Ceylinco Insurance attended 2 Days of training.
For Training Requirement Contact-
Azure Machine Learning and AI Workshop at COMAT Singapore.
Recently I did Azure Machine Learning workshop at COMAT Singapore.
Topics Covered –
– Introduction to Machine Learning.
– Introduction to Azure Machine Learning.
– Predicting Employee Churn using AML.
Around 25 IT professionals and students attended my session.
AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.
Recently I did 3 Days AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka for Microsoft partners.
I covered following topics at the training.
Day 1
Introduction to Data Science and Machine Learning
Introduction to Azure Machine Learning and Managing Datasets
Azure Data Services
Using Cognitive Services and Microsoft BOT framework
Day 2
Python Data Science tools for Machine Learning
E-commerce and Product Recommendation ML System
Mobile Churn solution for Telecom
Building Face recognition solution
Day 3
Building language translator solution
Healthcare prediction System
HR Clustering for organizations
Building hotel reservation Chabot
35 Software developers and BI professionals from following companies attended 3 days of training.
For Training Requirement Contact-
Data Science Lecturing at Sri Lanka Institute of Information Technology (SLIIT).
Recently I had conducted Data Science Lecturing at Sri Lanka Institute of Information Technology for Data Science batch.
Lecturing was span across six week for 40 students covering following topics –
- Introduction to Spyder IDE, Jupiter Notebook with Python basics
- Azure Machine Learning
- Python Data science libraries / Pandas /Scikit Learn
- Introduction to tenser flow basics
- Basic Neural Networks using tenser flow
Azure Machine Learning and AI Workshop at COMAT Singapore.
Recently I did Azure Machine Learning workshop at COMAT Singapore subsidiary of ST Engineering.
Topics Covered –
– Introduction to Machine Learning.
– Introduction to Azure Machine Learning.
– Predicting Employee Churn using AML.
Around 25 IT professionals and students attended my session.
Azure Machine Learning and AI Workshop at University of Colombo.
Recently I did Azure Machine Learning workshop at University of Colombo.
Topics Covered –
– Introduction to Machine Learning.
– Introduction to Azure Machine Learning.
– Predicting Employee Churn using AML.
Around 40 final year students attended my session.
GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.
All around the world user groups and communities want to learn about Azure and Cloud Computing!
On April 27, 2019, all communities will come together once again in the sixth great Global Azure Bootcamp event!
Each user group will organize their own one day deep dive class on Azure the way they see fit and how it works for their members.
The result is that thousands of people get to learn about Azure and join together online under the social hashtag #GlobalAzure!
I will be speaking at GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.
Date/ Time
April 27, 2019, 9AM – 5PM
Data & AI Agenda
THE VENUE
Official Site-
Global AI Night , Colombo – Sri Lanka 2019 – Event Update.
Global AI Night,Colombo successfully concluded on 2nd of April at Microsoft Sri Lanka.
Event Details-
https://uditha.wordpress.com/2019/03/19/global-ai-night-colombo-sri-lanka-2019/
Official Announcement Video
First session by Mr.Indika Dalugama
(Solution Architect Data & AI)
Microsoft AI Roadmap
Second Session by Uditha Bandara
Microsoft MVP, Founder Blue Chip Training
http://bluechiptraining.biz
Microsoft AI Technology platform with hands on Labs
Third Session by Mr. Calvin Hindle
Business Consultant (Cognitive & Machine Learning)
Millennium IT
AI Driven Customer Experience
Around 60 participant attended Global AI Night , Colombo. Including university students and industry professionals.
Colombo AI Technology Meetup – 500+ members and growing.
AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.
Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka for Microsoft partners.
I covered following topics at the training.
Introduction to Machine Learning
Introduction to Azure Machine Learning
Managing Data-sets
Building Azure Machine Learning Models
Using Azure Machine Learning Models
Using Cognitive Services
Building Product Recommender system
Microsoft BOT framework
Data Science Frameworks
Deep Learning Frameworks
15 Software developers and BI professionals from following companies attended 2 days of training.
For Training Requirement Contact-
AI , Data Science and Machine Learning Workshop at ICBT.
Recently I did 2 Days AI , Data Science and Machine Learning Workshop at ICBT for HND students.
I covered following topics at the training.
Introduction to Machine Learning
Introduction to Azure Machine Learning
Managing Data-sets
Building Azure Machine Learning Models
Using Azure Machine Learning Models
Using Cognitive Services
150 IT Students attended 2 days workshop.
For Training Requirement Contact-
