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

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

Microsoft Azure API training at Singapore.


Microsoft Azure API training at Singapore.

Recently I did Microsoft Azure API training at NTUC Singapore.

I covered following topics at the training.

Web API Basics

Controllers, Actions and Rest

Entity Framework Core

Routing

Swagger

Securing the API (Azure B2C, Identity Server)

Working with Postman

Deploy with Azure API App Service

Azure API Management

Microsoft Azure API training at Singapore.

Microsoft Azure API training at Singapore.

Microsoft Azure API training at Singapore.

Microsoft Azure API training at Singapore.

4 Software developers attended 2 Days of API training.

Docker Fundamentals training at Singapore.


Docker Fundamentals training at Singapore.

Recently I did Docker Fundamentals training at NTUC Singapore.

About the course-

This is introductory Docker course to give your team the best foundation for enterprise-grade Docker use-cases. The Docker Fundamentals training course features the foundational concepts and practices of containerization on a single Docker node. The course offers learners the opportunity to assimilate basic container orchestration and how to scale Docker across multiple nodes in a simple swarm cluster. This course provides essential foundational knowledge for subsequent Docker courses.

I covered following topics at the training.

The Docker Story

Introduction to Images

Creating Images

System Commands

Docker Networking Basics

Docker Compose

Scaling out with Swarm Mode and Kubernetes

Managing Secrets

Docker Fundamentals training at Singapore.

Docker Fundamentals training at Singapore.

Docker Fundamentals training at Singapore.

4 Software developers attended 3 Days of Docker training.

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

Azure Modern Data Warehouse


Azure Modern Data Warehouse

Azure data warehouse provides high scalability, storage, security with a massively parallel processing architecture.

Azure data warehouse course

Azure data warehouse course

Azure Data Factory is a hybrid data integration service that allows you to create, schedule and orchestrate your ETL/ELT workflows.

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Azure Blob storage is a massively scalable object storage for any type of unstructured data—images, videos, audio, documents, and more—easily and cost-effectively.

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Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform. Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.

Azure data warehouse course

Azure Analysis Services is an enterprise grade analytics as a service that lets you govern, deploy, test, and deliver your BI solution with confidence.

Azure data warehouse course

Power BI is a suite of business analytics tools that deliver insights throughout your organization. Connect to hundreds of data sources, simplify data prep, and drive ad hoc analysis. Produce beautiful reports, then publish them for your organization to consume on the web and across mobile devices.