Applying Machine Learning for COVID-19 Dataset.


Kaggle recently released dataset for COVID-19.

Applying Machine Learning for COVID-19 Dataset.

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.

Applying Machine Learning for COVID-19 Dataset.

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.

Applying Machine Learning for COVID-19 Dataset.

Applying Machine Learning for COVID-19 Dataset.

Applying Machine Learning for COVID-19 Dataset.

Applying Machine Learning for COVID-19 Dataset.

https://covid19-training.notebooks.azure.com/j/notebooks/most-common-words-in-the-cord-19-dataset.ipynb

Author – https://www.kaggle.com/paultimothymooney

Data Science and Machine Learning Workshop 2020.


Data Science and Machine Learning Workshop 2020 Sri Lanka

Data Science and Machine Learning Workshop 2020 Sri Lanka

https://www.meetup.com/Colombo-AI-Technology-Meetup/events/268774212/

Register URL – https://bit.ly/2NirW2l

Feel free to contact us for any inquiries

uditha bandara – 0716092918

Uditha Bandara (MVP) is specializes in Data Science, Mobile App and Blockchain technologies. He is the South East Asia`s First XNA/DirectX MVP (Most Valuable Professional). He had delivered sessions at various events and conferences in Hong Kong, Malaysia, Singapore, Indonesia, Sri Lanka and India. He has published several books,articles, tutorials, and demos on his Blog – https://uditha.wordpress.com

http://datasciencesrilanka.education

Microsoft Ignite The Tour Singapore 2020.


Microsoft Ignite The Tour Singapore 2020.

I will be speaking at Microsoft Ignite The Tour Singapore 2020.

About the Event –

Microsoft Ignite The Tour brings the very best of Microsoft Ignite to a city near you. The tour provides technical training led by Microsoft experts and your community. You’ll learn new ways to build solutions, migrate and manage infrastructure, and connect with local industry leaders and peers

My Session –

Microsoft Ignite The Tour Singapore 2020.

https://singapore.myignitetour.techcommunity.microsoft.com/sessions/86662?source=sessions

Event Date and Location –

Singapore Expo

February 20–21, 2020

Microsoft Ignite The Tour Singapore

Official Site - 

https://www.microsoft.com/en-sg/ignite-the-tour/singapore

Microsoft Azure DevOps Training at Yangon , Myanmar .


azure-devops-training_thumb

Microsoft Azure DevOps Training at YangonMicrosoft Azure DevOps Training at Yangon

Recently I did Microsoft Azure DevOps Training at  Yangon , Myanmar .

I covered following topics at the training.

Introduce Azure DevOps with key features.

Agile and azure boards  with hands on labs.

Git with azure repos using both Visual studio and VS code.

Azure artefact with building and deploying class library.

Introduce Azure test plans to build test cases

Setup build pipeline using asp.net project and deploy to azure container service.

Setup azure pipeline using app service to push azure container repository.

Setup Azure Kubernetes Service using Azure DevOps.

Microsoft Azure DevOps Training at Yangon

Microsoft Azure DevOps Training at Yangon

Microsoft Azure DevOps Training at Yangon

20 IT Staff members attended 2 Days of Devops with Micro services training.

Global AI Bootcamp 2019 , Singapore.


Global AI Bootcamp , Singapore.

Recently I did Machine learning session at Global AI Bootcamp ,Singapore.

Global AI Bootcamp , Singapore.

Building Product Recommendation using Azure Machine Learning
by Uditha

Recommender systems are one of the most successful and widespread application of machine learning technologies in business.
This session will focus on building a Product Recommendation System using Azure Machine Learning and deploying as a web service.

Global AI Bootcamp , Singapore.

Global AI Bootcamp , Singapore.

Global AI Bootcamp , Singapore.

AI and Machine Learning Webinar. (Sinhala and English)


AI and Machine Learning Webinar. (Sinhala and English)

AI හා Machine Learning අන්තර්ජාල වැඩමුළුව හැදින්වීම

මෙම වැඩමුළුව තුලින් ප්‍රයෝගිකව මයික්‍රොසොෆ්ට් machine learning හරහා දත්ත විශ්ලේෂණය හා ඉදිරිපත් කිරීම සවිස්තරාත්මකව ඔබට ගෙනහැර දැක්වීමට බලාපොරොත්තු වෙමු. ඔබ කෘතීම බුද්ධිය හා බැදුණු තාක්ෂණික කරනා පිලිබඳ උනන්දුවක් දක්වන්නේ නම් හා මේ ක්ෂේස්ත්‍රයට පිවිසීමට කැමති නම් මේ වෙබ් සම්මන්ත්‍රණය ඔබව නිසි මගට යොමු කරනු ඇත.

This hands-on workshop aims to enable participants with the knowledge to analyze and present data by using Microsoft Machine Learning, and to provide an introduction to the use of machine learning and Cognitive Services.

Workshop Outline
වැඩමුළුවේ සැකැස්ම

Introduction to Microsoft AI
කෘතීම බුද්ධිය හැදින්වීම (මයික්‍රොසොෆ්ට් platform)

Introduction to Azure Machine Learning
Azure භාවිතයෙන් Machine Learning

Predicting Employee Churn using AML
AML භාවිතයෙන් සේවක පිරිවැටුම පුරෝකථනය කිරීම

ඔබ, මෘදුකාංග ඉංජිනේරුවෙකු, දත්ත සමුදාය කළමණාකරුවෙකු, ව්‍යාපාර බුද්ධි විශ්ලේෂකයෙකු හෝ කෘතීම බුද්ධිය ගැන උනන්දුවක් දක්වන්නේ නම් මේ වෙබ් සම්මන්ත්‍රණය ඔබටයි. කේතනය පිලිබඳ හැකියාව අත්‍යවශ්‍ය නොවේ.

This workshop is suitable for software developers, database developers, business intelligence analysts and IT professionals.

දේශකයා

උදිත බණ්ඩාර
දකුණු හා නැගෙනහිර ආසියාවේ පළමු XNA හා Direct X හොඳම වෘත්තිකයා ලෙස සම්මානයට පාත්‍ර වී ඇත. ශ්‍රී ලංකාවේ ප්‍රධානපෙලේ ආයතන ගණනාවකටම තම දැනුමින් උපදේශනය සපයා ඇති ඔහු හොං කොං, මැලේසියාව, සිංගප්පූරුව, කාම්බෝජය, ඉන්දුනීසියාව, මියන්මාරය, බංගලාදේශය හා ඉන්දියාවේ වැඩමුළු හා සම්මන්ත්‍රණ රාශියක් පවත්වා ඇත. ඔහුගේ මුලික විෂයන් වන්නේ කෘතීම බුද්ධිය, ජංගම දුරකථන යෙදුම් හා ජාලගත තාක්ෂනයන්ය.

Uditha Bandara (MVP) specializes in Microsoft development, AI, Mobile App and Cloud technologies. He is the South East Asia’s First XNA/DirectX MVP (Most Valuable Professional). He had delivered sessions at various events and conferences in Hong Kong, Malaysia, Singapore, Cambodia, Indonesia, Myanmar, Bangladesh, Sri Lanka and India.

Microsoft AI

ASP NET Core MVC Training at Singapore.


ASP NET Core MVC Training at Singapore.

Recently I did ASP NET Core MVC training at Singapore.

I covered following topics at the training.

https://www.microsoft.com/en-us/learning/course.aspx?cid=20486

ASP NET Core MVC Training at Singapore.

ASP NET Core MVC Training at Singapore.

4 Software developers attended 5 Days of ASP.NET training.

ASP NET Core MVC Training at Singapore.