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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

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

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


xamarin

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’

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

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

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

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

Woh Hup (Private) Limited
https://www.wohhup.com/

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

Nok Asia Company Pte. Ltd.
http://www.nok.com.sg/Corporate/

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

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Unity Game Development Workshop at Game Rush 2019.


Unity Game Development Workshop Sri Lanka0

Recently I did Unity Game Development workshop at Game Rush 2019 – (The Inter-University 24 Hour Hackathon) .

It was held at Microsoft Sri Lanka

Unity Game Development Workshop Sri Lanka6

Topics Covered –

– Introduction to Unity.
– Unity Game Engine basics.
– Building a Simple game using Unity.

Unity Game Development Workshop Sri Lanka

Unity Game Development Workshop Sri Lanka3

Unity Game Development Workshop Sri Lanka4

Around 40 students attended my workshop.

Unity Game Development Workshop Sri Lanka2

Apple IOS Mobile Application Development Training at (SLT) Sri Lanka Telecom.


slt

apple ios training sri lanka 3

apple ios training sri lanka 4

Recently I did 5 Days Apple IOS Mobile Application Development training for Sri Lanka Telecom IT staff.

I covered following topics at the training.

1 – Introduction and Setup

2 – Swift Programming Language

3 – Views, Layouts, and Storyboards

4 – Data Storage with Files, web service, and Databases

5 – Touch, Taps, GPS and Gestures

6 – Advanced View Options

7 – The App Store

apple ios training sri lanka 5

apple ios training sri lanka 2

15 Software developers from SLT attended 5 days of training.

ios training sri lanka

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

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


xamarin training

xamarin training

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

xamarin training

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

xamarin training

 

xamarin training

Singapore University of Social Sciences

http://www.suss.edu.sg/Pages/index.aspx

xamarin training

Singapore Polytechnic

https://www.sp.edu.sg/

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Mobile –

Singapore-
+65 86738158


Sri Lanka-
+94 716092918

Cloud Technology Workshop.


In this one day workshop students will learn how to design and develop services that access local and remote data from various cloud platforms. Students will also learn different technologies associated with Microsoft cloud, Amazon Web Services and IBM cloud.

image

 

 

Overview of service and cloud technologies

· Key Components of Distributed Applications

· Data and Data Access Technologies

· Service Technologies

· Cloud Computing

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

Windows Azure Storage

· Introduction to Windows Azure Storage

· Windows Azure Blob Storage

· Windows Azure Table Storage

· Windows Azure Queue Storage

AN INTRODUCTION TO AMAZON WEB SERVICES

· A background of AWS and its needs

· The AWS Management Console

· AWS security measures

· AWS interaction through the SDK and IDE tools

· WORKING WITH AWS STORAGE SERVICES

· AWS storage options

· Working with Amazon EBS

· Working with AWS Glacier

MANAGED SERVICES AND THE DATABASES

· Amazon DynamoDB

· Amazon RDS Database

· tools and libraries DynamoDB local

AN INTRODUCTION TO IBM Cloud

· IBM Cloud technologies

· Management Console

· Security measures

· Cloud interaction through the SDK and IDE tools

· IBM Watson Studio

Conducted By-

Uditha Bandara  (MVP) is specializes in Microsoft  development , AI, Mobile App, Cloud and Software Testing 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

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Mobile +94 0716092918

Microsoft DirectX Training Course.


DirectX12 

DirectX 12 is an expert API which builds on knowing the ins & outs of DirectX 11. DirectX 12 is an extremely low-level API designed for graphic experts who have a solid understanding of the architecture of modern GPU hardware, and can essentially write the DirectX 11 Runtime from scratch. Both DirectX 11 and DirectX 12 provide access to the same hardware features on Windows 10, but drive the hardware in different ways which can allow a well-optimized DirectX 12 engine to achieve much lower CPU overhead than in DirectX 11.

 

 

Course Outline

1. DIRECT 3D FOUNDATIONS

· Direct3D 12 Overview

· Textures Formats

· Depth Buffering

· Resources and Descriptors

· Multisampling in Direct3D

 

2. DirectX Graphics Infrastructure

· Checking Feature Support

· CPU/GPU Interaction

· The Command Queue and Command Lists

· CPU/GPU Synchronization

· Resource Transitions

· Multithreading with Commands

 

3. Initializing Direct3D

· Create the Device

· Create the Fence and Descriptor Sizes

· Create Command Queue and Command List

· Describe and Create the Swap Chain

· Create the Render Target View

· Create the Depth/Stencil Buffer and View

· Set the Viewport

 

4. Timing and Animation

· The Performance Timer

· Game Timer Class

· Time Elapsed Between Frames

· Total Time

· The Demo Application Framework

· D3DApp

 

5. The Rendering Pipeline

· The 3D Illusion

· Model Representation

· Basic Computer Color

· Color Operations

· Overview of the Rendering Pipeline

· The Input Assembler Stage

· Primitives with Adjacency

· Control Point Patch List

 

6. Drawing in Direct3D

· Vertices and Input Layouts

· Vertex Buffers

· Indices and Index Buffers

· Example Vertex Shader

· Input Layout Description and Input Signature Linking

· Example Pixel Shader

· Constant Buffers

7. Drawing in Direct 3D Part II

· Frame Resources

· Render Items

· Pass Constants

· Shape Geometry

· Generating a Cylinder Mesh

· Cylinder Side Geometry

· Cap Geometry

· Generating a Sphere Mesh

 

8. Lighting

· Light and Material Interaction

· Normal Vectors

· Computing Normal Vectors

· Transforming Normal Vectors

· Important Vectors in Lighting

· Lambert’s Cosine Law

· Diffuse Lighting

· Ambient Lighting

· Specular Lighting

 

9. Texturing

· Texture and Resource Recap

· Texture Coordinates

· Texture Data Sources

· DDS Overview

· Creating DDS Files

· Creating and Enabling a Texture

· Loading DDS Files

 

10. The Geometry Shader

· Programming Geometry Shaders

· Tree Billboards Demo

· Vertex Structure

· The HLSL File

· Alpha-to-Coverage

 

11. Normal Mapping

· Normal Maps

· Texture/Tangent Space

· Vertex Tangent Space

· Normal Mapping Shader Code

 

12. Windows Programming

· Events, the Message Queue, Messages, and the Message Loop

· Basic Windows Application

· Explaining the Basic Windows Application

· Includes, Global Variables, and Prototypes

· WinMain

· WNDCLASS and Registration

· Creating and Displaying the Window

· The Message Loop

· The Window Procedure

 

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Mobile +94 0716092918

Unity Game Development Workshop Sri Lanka.


Unity Workshop