Data Science and Machine Learning March 2020 Workshop Sri Lanka.


Data Science and Machine Learning Workshop

Few weeks ago I had conducted the workshop on Data Science and Machine Learning. Around 12 attended the workshop.Employees from Stretch line,Enso,Sri Lanka Insurance (SLIC),Sri Lanka Tourism Development Authority and Attune came to the event.

Data Science and Machine Learning Workshop

Data Science and Machine Learning Workshop

Data Science and Machine Learning Workshop

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

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

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 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.

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

Getting started with Azure Kubernetes Service (AKS).


Azure Kubernetes Service

Kubernetes allows you to build your applications with your preferred programming language, OS, libraries, or messaging bus. Existing continuous integration and continuous delivery (CI/CD) tools can integrate with Kubernetes to schedule and deploy releases.

Azure Kubernetes Service (AKS) provides a managed Kubernetes service that reduces the complexity for deployment and core management tasks, including coordinating upgrades. The AKS control plane is managed by the Azure platform, and you only pay for the AKS nodes that run your applications

Kubernetes cluster architecture

A Kubernetes cluster is divided into two components:

· Control plane nodes provide the core Kubernetes services and orchestration of application workloads.

· Nodes run your application workloads.

Azure Kubernetes Service

You can create AKS using Azure portal or CLI tools. Azure portal option is beginner friendly. First you can go into azure portal and select containers. Then select Kubernetes Service.

Azure Kubernetes Service

Then it will direct into Create Kubernetes Cluster window. In that you can select new resource group and give cluster name. Also you can select preferred Kubernetes version. Afterward you can select Review+ create to build AKS.

Azure Kubernetes Service

Azure also supports creating AKS using CLI. For that you can use following commands.

az group create –name myResourceGroup –location eastus

az aks create --resource-group myResourceGroup --name myAKSCluster

 --node-count 1 --enable-addons monitoring --generate-ssh-keys

Once AKS created you can view using portal or commands line.

Azure Kubernetes Service

Since Azure manage things like networking, scaling, monitoring we can only focus on deploying applications.

Azure Kubernetes Service

Auto Scaling

Azure Kubernetes Service

Monitoring

Once application deployed it can be viewed using command line or dashboard. Next tutorial we will discuss deploying application to Kubernetes cluster. You can launch AKS dashboard using following command.

az aks browse –resource-group myResourceGroup –name myAKSCluster

Azure Kubernetes Service

Azure Kubernetes Service

After application deployment you can go to services in look for public IP address to launch web site.

Azure Kubernetes Service

Microsoft Azure DevOps Training at Bangkok, Thailand.


azure devops training

Recently I did Microsoft Azure DevOps Training at Bangkok, Thailand.

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.

azure devops training

azure devops training

10 IT Staff members attended 2 Days of Devops training.

azure devops 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.

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.