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

Machine learning and AI Bootcamp training at Ceylinco Insurance .


Machine learning and AI Bootcamp training sri lanka

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.

Machine learning and AI Bootcamp training sri lanka

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.

Machine learning and AI Bootcamp training sri lanka

Machine learning and AI Bootcamp training sri lanka

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Data Science and Machine Learning September 2019 Workshop Sri Lanka.


Data Science and Machine Learning Workshop Sri Lanka.

Few days ago I had conducted the workshop on Data Science and Machine Learning. Around 10 attended the workshop.Employees from Mobitel, Expo Freight (EFL)and Abanse came to the event.

Data Science and Machine Learning Workshop Sri Lanka.

Data Science and Machine Learning Workshop Sri Lanka.

Topic covered at the workshop-

https://uditha.wordpress.com/2017/11/15/big-data-and-machine-learning-workshop-sri-lanka/

Data Science and Machine Learning Workshop Sri Lanka.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Global Azure Bootcamp 2019 – Colombo, Sri Lanka.


Global Azure Bootcamp10

Recently I did Machine Learning session at Global Azure Bootcamp 2019 –Colombo.

Session Topic- Building a Product Recommendation System using Azure Machine Learning

Session Description-

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.
Microsoft Azure Machine Learning Studio is a collaborative tool use to build, test, and deploy predictive analytics solutions on your data. Machine Learning Studio publishes models as web services that can easily be consumed by custom apps or BI tools.

Global Azure Bootcamp 8

Global Azure Bootcamp

Global Azure Bootcamp 4

Global Azure Bootcamp 7

Around 70 attended the session.

Event details-

https://gabccolombo.azurewebsites.net/

Global Azure Bootcamp 11

Global Azure Bootcamp 5

Building a Product Recommendation System using Azure Machine Learning.


Product Recommendation System using Azure Machine Learning

Recently I had conducted  Machine Learning and AI workshop at Microsoft Sri Lanka.In that session I had shown building product Recommendation System using Azure Machine Learning

Around 40 attended the workshop.Student from various universities attended this workshop.

Product Recommendation System using Azure Machine Learning

Product Recommendation System using Azure Machine Learning

Product Recommendation System using Azure Machine Learning

Product Recommendation System using Azure Machine Learning

Product Recommendation System using Azure Machine Learning

Machine Learning for Healthcare Workshop at Faculty of Medicine, University of Indonesia.


Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

Recently I had conducted Machine Learning workshop at Faculty of Medicine, University of Indonesia.  Around 5 attended the workshop. Academic researchers and IT staff attended the workshop.

List of Visualization and Prediction achieved at the workshop

· Shelter Water waste by Province

· Height Based On Province

· Water Condition by Province

· Weight by Province

· Women BMI by Province

· Bird Flu Cases by Category

· Nutrition by Province

· Malnutrition by Occupation

· Men BMI by Province

· Normal by Province

· Nutrition Total by Province

· Nutritional Status by Province

· Nutritional Status of Children by Province

· Province Based Data

http://matadotdata.blogspot.com/2018/10/visualization.html

 

Indonesia Health Data Visualization and Prediction

Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

 

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Singapore -  
+65 86738158

Sri Lanka -  
+94 716092918

Azure Machine Learning Data Science workshop at Jakarta, Indonesia.


In partnership with Algoritma Indonesia I will be conducting Azure Machine Learning workshop at Jakarta.

 

Workshop Details-

https://algorit.ma/ds-course/azure-machine-learning-workshop/