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

Azure Machine Learning and AI Workshop at Microsoft Singapore – Event Update.


Machine Learning Workshop at Microsoft Singapore7

Recently I did Azure Machine Learning workshop at Microsoft Singapore.

Topics Covered –

– Introduction to Machine Learning.
– Introduction to Azure Machine Learning.
– Predicting Employee Churn using AML.

Machine Learning Workshop at Microsoft Singapore

Machine Learning Workshop at Microsoft Singapore4

Machine Learning Workshop at Microsoft Singapore2

Around 90 IT professionals and students attended my session.

Event Details-

https://uditha.wordpress.com/2019/05/01/azure-machine-learning-and-ai-workshop-at-microsoft-singapore/

Machine Learning Workshop at Microsoft Singapore3

Machine Learning Workshop at Microsoft Singapore6

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.


AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka for Microsoft partners.

I covered following topics at the training.

Introduction to Machine Learning

Introduction to Azure Machine Learning

Managing Data-sets

Building Azure Machine Learning Models

Using Azure Machine Learning Models

Using Cognitive Services

Building Product Recommender system

Microsoft BOT framework

Data Science Frameworks

Deep Learning Frameworks

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.1

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.2

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.3

15 Software developers and BI professionals from following companies attended 2 days of training.

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Knowledge Sharing Session at New Horizons Bangladesh.


AI , Data Science and Machine Learning training bangladesh 4

Recently I did technology Knowledge Sharing at New Horizons Bangladesh.

I covered following topics at the session.

Apple IOS Mobile App development

Android Mobile App development

Microsoft Xamarin Cross Platform Mobile App development  

React Native Cross Platform Mobile App development

Data Science Boot-camp

Deep Learning Boot-camp

Azure Machine Learning

Blockchain Application Development

AI , Data Science and Machine Learning training bangladesh 6

AI , Data Science and Machine Learning Workshop at Dhaka , Bangladesh.


AI , Data Science and Machine Learning training bangladesh 2

AI , Data Science and Machine Learning training bangladesh 1

Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Dhaka,Bangladesh for Microsoft partners.

I covered following topics at the training.

Introduction to Machine Learning

Introduction to Azure Machine Learning

Managing Data-sets

Building Azure Machine Learning Models

Using Azure Machine Learning Models

Using Cognitive Services

Building Product Recommender system

Microsoft BOT framework

Data Science Frameworks

Deep Learning Frameworks

AI , Data Science and Machine Learning training bangladesh 7

AI , Data Science and Machine Learning training bangladesh 5

AI , Data Science and Machine Learning training bangladesh 3

15 Software developers from Dhaka attended 2 days of training.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Colombo AI Technology Meetup.


Colombo AI Technology Meetup

We had recently started Colombo AI Technology Meetup group.

This Meetup group we are planning to Promote Data Science ,

AI, Machine Learning and Deep Learning technologies in Sri Lanka.

Right now we have close to 200 members in this groups.

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

First major event we planning is Global AI Night – Colombo

Colombo AI Technology Meetup

https://www.meetup.com/Colombo-AI-Technology-Meetup/events/258786956/

Data Science and Machine Learning Workshop Sri Lanka.


Data Science and Machine Learning Workshop Sri Lanka

Register Now –

https://goo.gl/Y5VkU2

Event Page-

https://www.facebook.com/events/407562449787674/