Azure Machine Learning and AI Workshop at COMAT Singapore.

Recently I did Azure Machine Learning workshop at COMAT Singapore subsidiary of ST Engineering.

Topics Covered –

– Introduction to Machine Learning.
– Introduction to Azure Machine Learning.
– Predicting Employee Churn using AML.

Around 25 IT professionals and students attended my session.

DevOps Fundamental with Docker and Kubernetes Training.

This 3 days course provides a basic introduction to the concept of DevOps with Docker and Kubernetes hands on labs. It seeks to give the student a working knowledge of what DevOps is and how it impacts IT in the real world. This course explains the culture of DevOps as well as some of the main practices and tools associated with DevOps. It also introduces the student to the close relationship between DevOps and the cloud.
Upon completion, developers will have a solid understanding of the origin, architecture and building blocks for Docker and Kubernetes, and will be able to begin testing the new cloud native pattern to begin the cloud native journey.

DevOps Concepts and Practices

Build Automation

Continuous Integration

Continuous Delivery and Continuous Deployment

Infrastructure as Code

Configuration Management

Orchestration

Monitoring

Microservices

DevOps and the Cloud

DevOps and Microsoft Azure

Introduction to DevOps Tools

Build Automation and Continuous Integration

Virtualization and Containerization

Tools for Monitoring

Understanding Docker

Virtual Machines vs Docker Containers

Installing Docker

Visualizing Docker’s Architecture

Hello World with Docker

Docker Images and Containers

Docker Compose in the Real World

Adding Docker Compose Support to Web App

Managing Web App with Docker Compose

C# / .NET Starter Project

Deploying and Scaling Docker

Understanding Kubernetes

Kubernetes Architecture

Set up your environment

Virtual machines, containers, and Kubernetes

Set up and deploy your first application

Kubernetes in the Real World

Managing State with Deployments

Services

Scheduling

Helm

Security

Using Kubernetes Features

Pods

Labels

Services

Namespaces

Practical Kubernetes Examples

Hello World

WordPress

Guestbook

Azure Machine Learning and AI Workshop at University of Colombo.

Recently I did Azure Machine Learning workshop at University of Colombo.

Topics Covered –

– Introduction to Machine Learning.
– Introduction to Azure Machine Learning.
– Predicting Employee Churn using AML.

Around 40 final year students attended my session.

Reinforcement Learning using Unity 3D.

Reinforcement learning differs from the supervised learning in a way that in supervised learning the training data has the answer key with it so the model is trained with the correct answer itself whereas in reinforcement learning, there is no answer but the reinforcement agent decides what to do to perform the given task. In the absence of training dataset, it is bound to learn from its experience.

Types of Reinforcement: There are two types of Reinforcement:

Positive –
Positive Reinforcement is defined as when an event, occurs due to a particular behavior, increases the strength and the frequency of the behavior. In other words it has a positive effect on the behavior.

Negative –
Negative Reinforcement is defined as strengthening of a behavior because a negative condition is stopped or avoided.

Various Practical applications of Reinforcement Learning –

RL can be used in robotics for industrial automation.
RL can be used in machine learning and data processing
RL can be used to create training systems that provide custom instruction and materials according to the requirement of students.

Unity Machine Learning Agents beta

Unity Machine Learning Agents, the first of Unity’s machine learning product offerings, trains intelligent agents with reinforcement learning and evolutionary methods via a simple Python API.

Demo Application –

Spider bot self-learning to walk

Global Azure Bootcamp 2019 – Colombo, Sri Lanka.

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.

Around 70 attended the session.

Event details-

https://gabccolombo.azurewebsites.net/

Xamarin Mobile Application Development for Android & IOS Training at Singapore.

Recently I did Xamarin Mobile Application Development training at Singapore.

I covered following topics at the training.

• Xamarin for Mobile Development
• Architecting Solutions for Cross-Platform Development
• Building Windows Universal and Phone Applications
• Android Development with Xamarin
• IOS Development with Xamarin
• Cross-Platform Development with Xamarin.Forms
• Navigation
• Data-Binding
• Using Web Services
• Deployment

8 Software developers from following companies attended 4 Days Xamarin training.

PSA Corporation Limited, Singapore
https://www.singaporepsa.com/

NYK Business System South Asia , Singapore
https://www.nyk.com/english/

PacificLight Power, Singapore
https://www.pacificlight.com.sg/

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Azure Machine Learning and AI Workshop at Microsoft Singapore – Event Update.

Recently I did Azure Machine Learning workshop at Microsoft Singapore.

Topics Covered –

– Introduction to Machine Learning.
– Introduction to Azure Machine Learning.
– Predicting Employee Churn using AML.

Around 90 IT professionals and students attended my session.

Event Details-

https://uditha.wordpress.com/2019/05/01/azure-machine-learning-and-ai-workshop-at-microsoft-singapore/