Machine learning for beginners: Azure AI Book.

My new book Machine Learning for beginners: Azure AI now available on Amazon Kindle version and print version.

Book Details –

Machine learning for beginner’s book provides getting started knowledge about machine learning projects. Based on Azure AI technologies this book will go through Regression, Classification and Product Recommendations. 
This book also provides python basic coding experiments toward machine learning and data science.

Topics Covered- 
Introduction to Azure AI & Machine Learning 
Regression 
Classification 
Matchbox Recommendations 
Azure Machine Learning Web services 
R and Python Integration 
Python Cloud Notebook

Print Edition.

https://www.amazon.com/Machine-Learning-beginners-Azure-AI/dp/1686820356/

Kindle Version.

https://www.amazon.com/Machine-Learning-beginners-Azure-AI-ebook/dp/B07WKBVWPW/

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

Data Science and Machine learning Bootcamp training at Singapore.

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

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 –

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

5  developers from Visa Worldwide ,Singapore attended 3 Days training.

https://www.visa.com.sg/

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Azure Machine Learning and AI Workshop at COMAT Singapore.

Recently I did Azure Machine Learning workshop at COMAT Singapore subsidiary of ST Engineering.

Topics Covered –

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

Around 25 IT professionals and students attended my session.

Azure Machine Learning and AI Workshop at University of Colombo.

Recently I did Azure Machine Learning workshop at University of Colombo.

Topics Covered –

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

Around 40 final year students attended my session.

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/