Online Healthcare Machine Learning workshop at Melbourne.


Online Healthcare Machine Learning workshop at Melbourne.

Recently I had conducted online Machine Learning workshop for St John of God Health Care Doctors at Melbourne. Following topics covered at the training.

Introduction to Data Science

Introduction to Machine Learning

Machine Learning in Healthcare

Healthcare research in Machine Learning.

Online Healthcare Machine Learning workshop at Melbourne.

Online Healthcare Machine Learning workshop at Melbourne.

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-
+65 86738158

Online IT Academy.


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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/

Blockchain Application Development Workshop Sri Lanka.


Blockchain Development sri lanka

Recently I did online webinar on Blockchain Application Development. Following topics covered in this session.

Introduction to Blockchain
Business Application
Create a wallet
Writing a smart contract
Deploy your smart contract

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-
+65 86738158

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

Tools to Working from home in Sri Lanka.


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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

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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

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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

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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

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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

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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

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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

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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/

Data Science and Machine learning Bootcamp training at Singapore.


Data Science and Machine learning Bootcamp training at Singapore.

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

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.

Data Science and Machine learning Bootcamp training at Singapore.4

Data Science and Machine learning Bootcamp training at Singapore7.

Data Science and Machine learning Bootcamp training at Singapore.2

Course Outline –

https://uditha.wordpress.com/2018/04/25/data-science-bootcamp-training-sri-lanka-singapore/

13  developers from following companies attended 3 Days of training.

Data Science and Machine learning Bootcamp training at Singapore.8

DBS Bank , Singapore
https://www.dbs.com.sg/

Institute of Technical Education , Singapore
https://www.ite.edu.sg/

Mapletree Investments , Singapore
https://www.mapletree.com.sg/

Singapore Food Agency
https://www.sfa.gov.sg/

Data Science and Machine learning Bootcamp training at Singapore.5

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

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.

Reinforcement Learning

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

Reinforcement Learning 3

Reinforcement Learning 2

Global Azure Bootcamp 2019 – Colombo, Sri Lanka.


Global Azure Bootcamp10

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.

Global Azure Bootcamp 8

Global Azure Bootcamp

Global Azure Bootcamp 4

Global Azure Bootcamp 7

Around 70 attended the session.

Event details-

https://gabccolombo.azurewebsites.net/

Global Azure Bootcamp 11

Global Azure Bootcamp 5

Blockchain Application Development Workshop at Singapore – Event Update.


Blockchain Application Development Workshop at Singapore

Recently I did Blockchain Application Development Workshop at Singapore.

Topics Covered –

What is a Blockchain?
Blockchain  Applications
How Do Blockchains Work?
Ethereum Blockchain
Smart Contracts implementation

Blockchain Application Development Workshop at Singapore2

Blockchain Application Development Workshop at Singapore3

Building RNN (Recurrent Neural Network) using TensorFlow


In this tutorial we will look into building RNN using Tenserflow. We can use RNN for forecasting data where output can be next value or sequence of values.

Recurrent Neural Network code

The RNN trains its units by adjusting their weights following a slight modification of a feedback process known as backpropogation

We can use tenserflow to implement RNN. Following code we implement an RNN in to predict spam from texts

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code7

RNN

Test accuracy plot