Big Data and Machine Learning Workshop Sri Lanka.


 

The main purpose of the workshop is to give students the ability to analyze and present data by using Azure Machine Learning, and to provide an introduction to the use of machine learning and big data.

Module 1: 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

 

Module 2: 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

Module 3: 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

Module 4: 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

 

Module 5: 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

 

Module 6: Using Cognitive Services

This module introduces the cognitive services APIs for text and image processing to create a recommendation application, and describes the use of neural networks with Azure machine learning.

Lessons

· Cognitive services overview

· Processing language

· Processing images and video

· Recommending products

 

By-
Uditha Bandara is specializes in Microsoft Development 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, Sri Lanka and India. He has published several books,articles, tutorials, and game demos on his XNA Game Development Blog – https://uditha.wordpress.com



Contact    +94 071-6092918
udithamail@yahoo.com

udithait@gmail.com

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Southeast Asia MVP Community Connection (MCC) in Jakarta – Event Update.


Last month I attended Southeast Asia MVP Community Connection (MCC) in Jakarta. It was a 2 day event with 75 attendees including 50 MVPs and RD.

Event Highlights-

  • MVP Program Updates and MS Technology Vision Sharing
  • Hack-A-Plan and follow-up discussion
  • Community Leadership
  • Learning to know Communities in SEA Countries
  • MVP Engagement with Communities

Speakers


 

My Session at the Event-

How To Build Your Personal Brand

 

 

Team Sri Lanka.

Southeast Asia MVP Community Connection (MCC) in Jakarta.


MVP Community Connection is a day to connect, learn, inspire and celebrate the local MVP community and MS employees.

Agenda-

I will be also conducting a session at the event.

 

Date & Time:

May 26th (Friday) Start 12:00 pm, May 27th (Saturday) Finish 2:00 pm

 

Location:

Intercontinental Jakarta.

About Jakarta ,Indonesia.

 

Developing Cross-Platform Apps with C# Using Xamarin Course.


Overview

C# is one of the most popular development languages in the world. While it was originally possible to build .NET apps running on Windows-based devices only, the game has changed Dramatically.
Using Xamarin, we can now write apps which run on Android and iOS devices natively using C#. This way, C# allows us to target billions of extra devices using the language we all love.
The experiences which users get from Xamarin base apps is – fully native
In this course, you’ll learn about the Xamarin environment. You’ll learn about cross platform development Xamarin.Android and Xamarin.iOS.

 

Course Outline


1. Xamarin for Mobile Development
 Overview of Xamarin
 iOS
 Android
 Form
 Windows Universal Apps
 Windows Phone Apps

2. Architecting Solutions for Cross-Platform Development
 Creating Shared Code Projects
 Portable Class Libraries
 Testing

3. Building Windows Universal and Phone Applications
 XAML
 Layout Controls
 Navigation Controls
 Form Controls
 Windows Universal Applications
 Windows Phone Applications

4. Android Development with Xamarin
 Setting Up an Android Development Environment
 Creating Android Views
 Activities and Intents
 Calling Android Services
 Testing and Debugging Xamarin.Android Applications

5. iOS Development with Xamarin
 Setting Up an iOS Development Environment
 Creating iOS Views
 iOS Controllers
 Table Views
 Navigation Controllers
 Testing and Debugging Xamarin.iOS Applications

6. Cross-Platform Development with Xamarin.Forms
 Understanding XAML
 Page Views
 Controls
 Layout Views
 Scrollable Views

7. Navigation
 Navigation Patterns
 Modal Views
 Tabbed Views

8. Data-Binding
 Data Access Classes
 NET
 Binding to SQLite Database Data

9. Using Web Services
 Building Services with WebAPI
 Calling Services

10. Deployment
 Deploying iOS Apps to the App Store
 Deploying Android Apps to Google Play Store

By-
Uditha Bandara B.Sc(IT) is specializes in Microsoft XNA Game development for Windows Phone, Xbox 360, PC, and Zune.  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, Sri Lanka and India. He has published several books,articles, tutorials, and game demos on his XNA Game Development Blog – https://uditha.wordpress.com


Duration – 30 hours

Contact    071-6092918
udithamail@yahoo.com

udithait@gmail.com

Windows Azure and Web Services Course Sri Lanka.


Course Overview

In this course, students will learn how to design and develop services that access local and remote data from various data sources. Students will also learn how to develop and deploy services to hybrid environments, including on-premises servers and Windows Azure.

Course Outline

1 – Overview of service and cloud technologies

§ Key Components of Distributed Applications

§ Data and Data Access Technologies

§ Service Technologies

§ Cloud Computing

 

2 – Querying and manipulating data using Entity Framework

§ ADO.NET overview

§ Creating an entity data model

§ Querying data

§ Manipulating data

 

3 – Creating and consuming ASP.NET Web API services

§ What are HTTP services?

§ Creating an ASP.NET Web API service

§ Handling HTTP requests and responses

§ Hosting and consuming ASP.NET Web API services

 

4 – Extending and securing ASP.NET Web API services

§ The ASP.NET Web API response pipeline

§ Creating OData services

§ Implementing Security in ASP.NET Web API services

 

5 – Creating WCF services

§ Advantages of creating services with WCF

§ Creating and implementing a contract

§ Configuring and hosting WCF services

§ Consuming WCF services

§ 6 – Hosting Services

§ Hosting Services On-Premises

§ Hosting Services in Windows Azure

 

7 – Windows Azure Service Bus

§ What Are Windows Azure Service Bus Relays?

§ Windows Azure Service Bus Queues

§ Windows Azure Service Bus Topics

 

8 – Deploying Services

§ Web Deployment with Visual Studio 2012

§ Creating and Deploying Web Application Packages

§ Command-Line Tools for Web Deploy

§ Deploying Web and Service Applications to Windows Azure

§ Best Practices for Production Deployment

 

9 – Windows Azure Storage

§ Introduction to Windows Azure Storage

§ Windows Azure Blob Storage

§ Windows Azure Table Storage

§ Windows Azure Queue Storage

 

10 – Monitoring and Diagnostics

§ Performing Diagnostics by Using Tracing

§ Configuring Service Diagnostics

§ Monitoring Services Using Windows Azure Diagnostics

§ Collecting Windows Azure Metrics

 

By-
Uditha Bandara B.Sc(IT) is specializes in Microsoft XNA Game development for Windows Phone, Xbox 360, PC, and Zune.  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, Sri Lanka and India. He has published several books,articles, tutorials, and game demos on his XNA Game Development Blog – https://uditha.wordpress.com


Duration – 30 hours

Contact    071-6092918
udithamail@yahoo.com

udithait@gmail.com

Get started with Microsoft Cognitive Services.


Microsoft Cognitive Services let you build apps with powerful algorithms using just a few lines of code.

Vision

Computer Vision API
Emotion API
Face API
Video API

Speech

Bing Speech API
Speaker Recognition API

Language

Bing Spell Check API
Bing Spell Check API v7

Knowledge

Academic Knowledge API
Recommendations API
Entity Linking Intelligence Service API

Search

Bing Search APIs
Bing Search APIs v7
Bing Autosuggest API
Bing Autosuggest API v7

 

https://azure.microsoft.com/en-us/services/cognitive-services/