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 Training Day at Manila , Philippines.


Microsoft Azure Training Day Manila , Philippines

Last week I had conducted 2 sessions at Microsoft Azure Training Day Manila , Philippines. Around 100 IT professionals attended the event at Microsoft Philippines.

Microsoft Azure Training Day Manila , Philippines

Microsoft Azure Training Day Manila , Philippines

Microsoft Azure Training Day Manila , Philippines

Microsoft Azure Training Day Manila , Philippines

Microsoft Azure Training Day Manila , Philippines

Azure Machine Learning and AI Workshop at COMAT Singapore.


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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.

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Around 25 IT professionals and students attended my session.

Data Science and Machine learning Bootcamp training at Singapore.


Data Science and Machine learning Bootcamp training at Singapore.

Recently I did Data Science and Machine learning Bootcamp training at Singapore.

This 3 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.

Data Science and Machine learning Bootcamp training at Singapore.4

Data Science and Machine learning Bootcamp training at Singapore7.

Data Science and Machine learning Bootcamp training at Singapore.2

Course Outline –

https://uditha.wordpress.com/2018/04/25/data-science-bootcamp-training-sri-lanka-singapore/

13  developers from following companies attended 3 Days of training.

Data Science and Machine learning Bootcamp training at Singapore.8

DBS Bank , Singapore
https://www.dbs.com.sg/

Institute of Technical Education , Singapore
https://www.ite.edu.sg/

Mapletree Investments , Singapore
https://www.mapletree.com.sg/

Singapore Food Agency
https://www.sfa.gov.sg/

Data Science and Machine learning Bootcamp training at Singapore.5

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.


AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.2

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

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.7

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.45

35 Software developers and BI professionals from following companies attended 3 days of training.

Data Science and Machine Learning Workshop at Microsoft

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

hello@bluechiptech.asia