Data Science Academy Sri Lanka

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

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 Posted on March 18, 2020 by

 AI , Data Science and Machine Learning Cambodia, AI , Data Science and Machine Learning Workshop at Camb, AI , Data Science and Machine Learning Workshop at Dhak, AI , Data Science and Machine Learning Workshop at ICBT, AI , Data Science and Machine Learning Workshop at Micr, AI , Data Science and Machine Learning Workshop at Yang, AI , Data Science and Machine Learning Yangon, AI , Data Science Workshop at Microsoft, AI , Data Science Workshop at Microsoft Sri Lanka, AI Technology Meetup Sri Lanka, AI Technology Sri Lanka, Azure Analysis Services course sri lanka, Azure Blob storage couse sri lanka, Azure Databricks, Azure Databricks course sri lanka, Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update., Azure Machine Learning and AI Workshop at COMAT Singapo, Azure Machine Learning and AI workshop singapore, Azure Machine Learning and Artificial Intelligence Work, Azure Modern Data Warehouse, Azure Modern Data Warehouse, Azure Modern Data Warehouse course, Bot Application Development Workshop, Building RNN (Recurrent Neural Network) using TensorFlo, Building RNN (Recurrent Neural Network)TensorFlow, Colombo AI Technology Meetup Sri Lanka, Colombo AI Technology Meetup., COVID-19 AI, COVID-19 Machine learning, COVID-19 Sri Lanka, Data Science and Machine learning Bootcamp training at, Data Science and Machine Learning February 2019 Worksho, Data Science and Machine Learning Workshop, Data Science and Machine Learning Workshop sri lanka, Data Science and Machine Learning Workshop Sri Lanka., Data Science Course Sri Lanka, Data Science Lecturing at SLIIT, Data Science Training Sri Lanka, Deep Learning, Deep Learning with Tenser Flow workshop dubai, Deep Learning with Tenser Flow workshop singapore, Deep Learning with Tenser Flow workshop sri lanka, Deep Learning with Tenser Flow workshop., Global AI Bootcamp 2019 , Singapore., Global AI Night , Colombo – Sri Lanka 2019, GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia., IBM Modern Data Warehouse course sri lanka, Implementing Predictive Analytics with Spark in Azure H, Introduction to Deep Learning with Tenser Flow Course S, Introduction to Hadoop Course Sri Lanka, Introduction to Python for Data Science Course Sri Lank, Introduction to R for Data Science, Machine Learning, Machine Learning and AI Workshop at Microsoft Sri Lanka, Machine Learning Course Sri Lanka, Machine Learning Facebook, Machine learning for beginners: Azure AI, Machine learning for beginners: Azure AI Book, machine learning training colombo, machine learning training melbourn, machine learning training sri lanka, machine learning training yangon, machine learning workshop at microsoft singapore, MCSA: Machine Learning Certifications Dubai, MCSA: Machine Learning Certifications Ho Chi Minh City, MCSA: Machine Learning Certifications Hong Kong, MCSA: Machine Learning Certifications Jakartha, MCSA: Machine Learning Certifications Kandy, MCSA: Machine Learning Certifications Malyasia, MCSA: Machine Learning Certifications Mumbai, MCSA: Machine Learning Certifications Pune, MCSA: Machine Learning Certifications Ratnapura, MCSA: Machine Learning Certifications Singapore, MCSA: Machine Learning Certifications Sri Lanka., Microsoft AI Sri Lanka, Online AI Training Sri Lanka, Online Deep Learning Training Sri Lanka, Online Machine learning Training Sri Lanka, Oracle Modern Data Warehouse course sri lanka, R Programming Workshop dubai, R Programming Workshop Sri Lanka., visa singapore

     

Data Science and Machine Learning Workshop Sri Lanka 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

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 Posted on February 23, 2020 by

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Machine Learning for beginners: Azure AI book.

Azure AI bookAzure AI book

Azure AI bookAzure AI book

https://www.amazon.com/Machine-Learning-beginners-Azure-AI/dp/1686820356/

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 Posted on February 23, 2020 by

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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

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 Posted on January 26, 2020 by

 =Data Science and Machine Learning Workshop at Yangon, AI , Data Science and Machine Learning Cambodia, AI , Data Science and Machine Learning Workshop at Camb, AI , Data Science and Machine Learning Workshop at Dhak, AI , Data Science and Machine Learning Workshop at ICBT, AI , Data Science and Machine Learning Workshop at Micr, AI , Data Science and Machine Learning Workshop at Yang, AI , Data Science and Machine Learning Yangon, AI , Data Science Workshop at Microsoft, AI , Data Science Workshop at Microsoft Sri Lanka, AI Technology Meetup Sri Lanka, AI Technology Sri Lanka, Amazon Machine Learning, Azure Data Factory, Azure Data Factory course sri lanka, Azure Databricks, Azure Databricks course sri lanka, Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update., Azure Machine Learning and AI Workshop at COMAT Singapo, Azure Machine Learning and AI workshop singapore, Azure Machine Learning and Artificial Intelligence Work, Azure Modern Data Warehouse, Azure Modern Data Warehouse, Azure Modern Data Warehouse course, Building RNN (Recurrent Neural Network) using TensorFlo, Building RNN (Recurrent Neural Network)TensorFlow, Colombo AI Technology Meetup Sri Lanka, Colombo AI Technology Meetup., Data Science and Machine learning Bootcamp training at, Data Science and Machine Learning February 2019 Worksho, Data Science and Machine Learning Workshop, Data Science and Machine Learning Workshop sri lanka, Data Science and Machine Learning Workshop Sri Lanka., Data Science Course Sri Lanka, Data Science Lecturing at SLIIT, Data Science Training Sri Lanka, Deep Learning, Deep Learning with Tenser Flow workshop dubai, Deep Learning with Tenser Flow workshop singapore, Deep Learning with Tenser Flow workshop sri lanka, Deep Learning with Tenser Flow workshop., Global AI Bootcamp 2019 , Singapore., Global AI Night , Colombo – Sri Lanka 2019, Machine Learning, Machine Learning and AI Workshop at Microsoft Sri Lanka, Machine Learning Course Sri Lanka, Machine Learning Facebook, Machine learning for beginners: Azure AI, Machine learning for beginners: Azure AI Amazon, Machine learning for beginners: Azure AI Book, machine learning training jakartha, machine learning training melbourn, machine learning training mumbai, machine learning training sri lanka, machine learning training yangon, MCSA: Machine Learning Certifications colombo, MCSA: Machine Learning Certifications Dubai, MCSA: Machine Learning Certifications Ho Chi Minh City, MCSA: Machine Learning Certifications Hong Kong, MCSA: Machine Learning Certifications Jakartha, MCSA: Machine Learning Certifications Kandy, MCSA: Machine Learning Certifications Malyasia, MCSA: Machine Learning Certifications Mumbai, MCSA: Machine Learning Certifications Pune, MCSA: Machine Learning Certifications Ratnapura, MCSA: Machine Learning Certifications Singapore, MCSA: Machine Learning Certifications Sri Lanka., Microsoft AI Sri Lanka, visa singapore

     

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.

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 Posted on December 24, 2019 by

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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

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 Posted on December 24, 2019 by

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Azure Machine Learning and AI Workshop at COMAT Singapore.

11111

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.

11

333

Around 25 IT professionals and students attended my session.

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 Posted on November 25, 2019 by

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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

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 Posted on October 5, 2019 by

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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

 Leave a Comment

 Posted on October 5, 2019 by

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     ,

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

 Leave a Comment

 Posted on September 23, 2019 by

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Data Science Lecturing at Sri Lanka Institute of Information Technology (SLIIT).

Data Science Lecturing

Data Science Lecturing

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

v

Data Science Lecturing

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 Posted on September 4, 2019 by

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Data Science and Machine learning Bootcamp training at Singapore.

Data Science and Machine learning Bootcamp4

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

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

Data Science and Machine learning Bootcamp7

Course Outline –

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

Data Science and Machine learning Bootcamp3

Data Science and Machine learning Bootcamp8

Data Science and Machine learning Bootcamp6

5  developers from Visa Worldwide ,Singapore attended 3 Days training.

https://www.visa.com.sg/

Data Science and Machine learning Bootcamp2

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

 Leave a Comment

 Posted on August 3, 2019 by

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