Python Online Training Singapore.

Recently I had conducted online Python training for IT staff at Singapore.
Following topics covered at the training.

http://www.bluechiptraining.biz/python-programming-course-sri-lanka/

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-
+65 86738158

Machine Learning and Game Development Workshops.

Recently I did 2 workshop on Game Development and Machine Learning at Sabaragamuwa University and SLIIT.

Python Online Training Singapore.

Recently I had conducted online Python training for Bank of America staff at Singapore.
Following topics covered at the training.

http://www.bluechiptraining.biz/python-programming-course-sri-lanka/

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-
+65 86738158

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/

Sri Lanka DevOps Community Online Meetup.

Machine Learning Operations (MLOps) is based on DevOps principles and practices that increase the efficiency of workflows. For example, continuous integration, delivery, and deployment. MLOps applies these principles to the machine learning process, with the goal of:

• Faster experimentation and development of models
• Faster deployment of models into production
• Quality assurance

Agenda –
• Azure Machine Learning
• ML Pipeline
• Azure DevOps Integration

Data Science Lecturing at Sri Lanka Institute of Information Technology (SLIIT).

Recently I had conducted Data Science Lecturing at Sri Lanka Institute of Information Technology for Data Science batch.  Lecturing was span across six week for 40 students covering following topics –

• Introduction to Spyder IDE, Jupiter Notebook with Python basics
• Azure Machine Learning
• Python Data science libraries / Pandas /Scikit Learn
• Introduction to tenser flow basics
• Basic Neural Networks using tenser flow

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.

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

Global Azure Bootcamp 2019 – Colombo, Sri Lanka.

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.

Around 70 attended the session.

Event details-

https://gabccolombo.azurewebsites.net/

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

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.

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/

Azure Machine Learning and AI Workshop at Microsoft Singapore.

This workshop aims to enable participants with the knowledge to analyze and present data by using Azure Machine Learning, and to provide an introduction to the use of machine learning and Cognitive Services.

– Introduction to Machine Learning

– Introduction to Azure Machine Learning

– Predicting Employee Churn using AML

This workshop is suitable for software developers, database developers, business intelligence analysts and IT professionals.

Date/ Time: 6 May 2019, 6.30pm to 9.00pm (registration starts at 6.15pm)

Location: Microsoft Singapore, Level 21, One Marina Boulevard Singapore 018989

About the speaker:
Uditha Bandara (MVP) specializes in Microsoft development, AI, Mobile App and Cloud 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, Cambodia, Indonesia, Myanmar, Bangladesh, Sri Lanka and India. He has published several books, articles, tutorials, and demos on his Blog – https://uditha.wordpress.com

Meetup event –

https://www.meetup.com/mssgug/events/260825368/