Cloud Machine Learning Workshop Sri Lanka.


Cloud Machine Learning Workshop sri lanka2

Cloud Machine Learning Workshop sri lanka

https://www.meetup.com/Colombo-AI-Technology-Meetup/events/270402228/

Register URL – https://bit.ly/3fdAK56

Contact us at +94 (071) 6092918

Feel free to contact us for any inquiries

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

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

Machine learning and AI Bootcamp training at Colombo , Sri Lanka.


Machine learning and AI Bootcamp training at Colombo , Sri Lanka.

Recently I did Data Science and Machine learning Bootcamp training at Sri Lanka.

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.

Machine learning and AI Bootcamp training at Colombo , Sri Lanka.

Machine learning and AI Bootcamp training at Colombo , Sri Lanka.

Course Outline –

Introduction to Machine Learning

This module introduces machine learning and discussed how
algorithms and languages are used.

Lessons

· What is machine learning?

· Introduction to machine learning algorithms

· Introduction to machine learning languages

Introduction to Azure Machine Learning

Describe the purpose of Azure Machine Learning, and list the
  main features of Azure Machine Learning Studio.

Lessons

· Azure machine learning overview

· Introduction to Azure machine learning studio

· Developing and hosting Azure machine learning applications

Managing Datasets

At the end of this module the student will be able to explore
various types of data in Azure machine learning.

Lessons

· Categorizing your data

· Importing data to Azure machine learning

· Exploring and transforming data in Azure machine learning

Building Azure Machine Learning Models

This module describes how to use regression algorithms and
neural networks with Azure machine learning.

Lessons

· Azure machine learning workflows

· Using regression algorithms

· Using neural networks

Using Azure Machine Learning Models

This module explores how to provide end users with Azure
machine learning services, and how to share data generated
from Azure machine learning models. Lessons

· Deploying and publishing models

· Consuming Experiments

Introduction to Python

• Python History

• Installing Python

• Installing IDE

Data types

• Numbers

• Sequences

• File

• Tuples

• Dictionaries

Data Science Intro

• Why Python for Data Science

• Popular packages

• Use cases

• Popular Libraries

• Panda

• Numpy

• Matplotlib

• Scikit-learn

Working with data

• Reading & Writing to different data sources

• Cleaning data

• Visualization

• Data Transformation

Introduction to Deep Learning

· Deep learning basics

· Deep learning tools

· Introduction to neural network

· CNN, ANN, RNN neural network

Introduction to Tensor Flow

· Installing Tensor Flow

· Tensor Flow basics

· Basic Neural Networks using tenser flow

· Advanced Neural Networks using tenser flow (CNN, RNN, ANN)

Machine learning and AI Bootcamp training at Colombo , Sri Lanka.

24  software engineers attended 3 Days of training.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

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

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