AI Business Productivity Workshop at Hilton Colombo

Thrilled to have conducted an insightful AI Business Productivity Workshop at Hilton Colombo! Engaging discussions and a fantastic learning environment. Special thanks to all participants for their enthusiasm. Let’s empower businesses with AI!

Singapore AI Technology Meetup

Singapore AI technology Monthly meetup –

Unleash the power of ChatGPT

ICTA Demo Day

We have presented Callerwise for industry professionals and investors

Online IT Academy.

New way of learning for IT.

#AI #Mobile #Blockchain #Cloud #DevOps #BI #ICT #Games
#Office #Networking #Linux #Web #Infrastructure #Programming
#CyberSecurity #UX #VR

http://www.itacademy.biz/

Unity Game Development Webinar–Sinhala.

Recently I did Unity Game Development webinar online. You can watch the webinar on Following Link.

Tools to Working from home in Sri Lanka.

Working from home is getting more important in these days due to lockdowns in many countries. Following free and paid tools helps you to manage your work efficiently at home.

Skype

We all know Skype for conference calls, instant messaging with clients or chat rooms. But if you haven’t been using it for business, you may have missed out on some new functionalities. Record Skype calls to capture key decisions, and use live subtitles to read the words spoken. Easily share presentations, images, or anything on your screen during a call with integrated screen sharing. Access one skype account across multiple devices—even Alexa!

https://www.skype.com/en/

Slack

Slack is the communication tool that brings remote teams together. The platform organizes conversations into channels, which team members can join and leave, as needed, so nobody receives messages or notifications irrelevant to them. Conversations can also be had in threads, which keep messages outside of the main channel so chats don’t get in the way of main topics and projects.

Key features

• Instant messaging: Live communication between every team member for seamless collaboration.

• Statuses: Users can set availability statuses to focus on individual tasks as needed.

• File sharing: Drag-and-drop file sharing for PDFs, images, videos and other common files types.

• Voice & video calls: Voice and video calls directly from within Slack.

• Screen sharing: Allows team members to show their work to others in real-time for stronger collaboration.

https://slack.com/intl/en-lk/

GoToMeeting

GoToMeeting is a web-hosted service created and marketed by LogMeIn. It is an online meeting, desktop sharing, and video conferencing software package that enables the user to meet with other computer users, customers, clients or colleagues via the Internet in real time.

https://www.gotomeeting.com/

Zoom

Zoom is a suite of video conferencing and communication tools designed for remote teams, virtual businesses conferences, webinars and other corporate purposes. We use Zoom for our virtual meetings, which we can use to run video and voice calls, but it’s capable of much more than this.

Key features

· Video meetings: Remote teams can run video meetings and one-to-one video calls.

· Voice calls: You can also run group or one-to-one voice calls when face-to-face meetings aren’t necessary.

· Webinars: You can also use Zoom to host webinars.

· Messaging: Team members can send messages using Zoom.

· File sharing: Share files during and outside of video/voice chats for collaboration between members.

https://zoom.us/

Microsoft Teams

Teams is a chat-based collaboration tool that provides global, remote, and dispersed teams with the ability to work together and share information via a common space. You can utilize cool features like document collaboration, one-on-one chat, team chat, and more. Microsoft Teams is also fully integrated with many other Office 365 services, such as Skype, SharePoint, Exchange, and Yammer.

https://products.office.com/en-us/microsoft-teams/work-remotely

Team viewer

TeamViewer is a remote access software that allows desktop sharing and file transfer. It is an exceptionally secure software that does not disturb the functioning of existing firewall or antivirus in your system. TeamViewer 14 protects your data simultaneously while you are sharing your desktop screen through remote access.

TeamViewer helps in increasing your output significantly. The remote access software helps in sharing files while your system is on the screen sharing mode.

Features of TeamViewer 14

• Advanced Device Grouping

• One-Click Remote

• Optimized for macOS

• Custom Device Information

• Performance stability on low bandwidth

• Improved connection quality

• QuickSupport for service camp integration

https://www.teamviewer.com/en/

Cisco Webex

Cisco Webex is a cloud-based collaboration suite comprised of Webex Meetings, Webex Teams and Webex Devices. The Webex suite is a merger of Cisco’s WebEx web conferencing platform and Cisco Spark team collaboration app. The services rebranded under Webex in April 2018 to centralize Cisco’s collaboration portfolio.

Features of Cisco Webex

• HD Video Conferencing

• Platform Versatility and Data Protection

• Secure Online Meetings Anywhere

• Integrated Communication

• Easily Share Desktops and Documents

https://www.webex.com/

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.

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)

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.

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.

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.

https://covid19-training.notebooks.azure.com/j/notebooks/most-common-words-in-the-cord-19-dataset.ipynb

Author – https://www.kaggle.com/paultimothymooney

Unity Game Development Workshop at Game Rush 2019.

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

It was held at Microsoft Sri Lanka

Topics Covered –

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

Around 40 students attended my workshop.

Microsoft DirectX Training Course.

 

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