Global AI Bootcamp 2019 , Singapore.
Recently I did Machine learning session at Global AI Bootcamp ,Singapore.
Building Product Recommendation using Azure Machine Learning
by Uditha
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.
AI and Machine Learning Webinar. (Sinhala and English)
AI හා Machine Learning අන්තර්ජාල වැඩමුළුව හැදින්වීම
මෙම වැඩමුළුව තුලින් ප්‍රයෝගිකව මයික්‍රොසොෆ්ට් machine learning හරහා දත්ත විශ්ලේෂණය හා ඉදිරිපත් කිරීම සවිස්තරාත්මකව ඔබට ගෙනහැර දැක්වීමට බලාපොරොත්තු වෙමු.
ඔබ කෘතීම බුද්ධිය හා බැදුණු තාක්ෂණික කරනා පිලිබඳ උනන්දුවක් දක්වන්නේ නම් හා මේ ක්ෂේස්ත්‍රයට පිවිසීමට කැමති නම් මේ වෙබ් සම්මන්ත්‍රණය ඔබව නිසි මගට යොමු කරනු ඇත.
This hands-on workshop aims to enable participants with the knowledge to analyze and present data by using Microsoft Machine Learning, and to provide an introduction to the use of machine learning and Cognitive Services.
Workshop Outline
වැඩමුළුවේ සැකැස්ම
Introduction to Microsoft AI
කෘතීම බුද්ධිය හැදින්වීම (මයික්‍රොසොෆ්ට් platform)
Introduction to Azure Machine Learning
Azure භාවිතයෙන් Machine Learning
Predicting Employee Churn using AML
AML භාවිතයෙන් සේවක පිරිවැටුම පුරෝකථනය කිරීම
ඔබ, මෘදුකාංග ඉංජිනේරුවෙකු, දත්ත සමුදාය කළමණාකරුවෙකු, ව්‍යාපාර බුද්ධි විශ්ලේෂකයෙකු හෝ කෘතීම බුද්ධිය ගැන උනන්දුවක් දක්වන්නේ නම් මේ වෙබ් සම්මන්ත්‍රණය ඔබටයි.
කේතනය පිලිබඳ හැකියාව අත්‍යවශ්‍ය නොවේ.
This workshop is suitable for software developers, database developers, business intelligence analysts and IT professionals.
දේශකයා
උදිත බණ්ඩාර
දකුණු හා නැගෙනහිර ආසියාවේ පළමු XNA හා Direct X හොඳම වෘත්තිකයා ලෙස සම්මානයට පාත්‍ර වී ඇත.
ශ්‍රී ලංකාවේ ප්‍රධානපෙලේ ආයතන ගණනාවකටම තම දැනුමින් උපදේශනය සපයා ඇති ඔහු හොං කොං, මැලේසියාව, සිංගප්පූරුව, කාම්බෝජය,
ඉන්දුනීසියාව, මියන්මාරය, බංගලාදේශය හා ඉන්දියාවේ වැඩමුළු හා සම්මන්ත්‍රණ රාශියක් පවත්වා ඇත. ඔහුගේ මුලික විෂයන් වන්නේ කෘතීම බුද්ධිය,
ජංගම දුරකථන යෙදුම් හා ජාලගත තාක්ෂනයන්ය.
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.
Azure Machine Learning and AI Workshop at COMAT Singapore.
Recently I did Azure Machine Learning workshop at COMAT Singapore.
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.
Machine Learning and AI Workshop at Singapore.
Recently I had conducted Machine Learning and AI workshop at New Horizons Singapore.
Around 20 attended the workshop. Employees from various IT companies and organizations attended the event.
Topics covered at the workshop-
https://uditha.wordpress.com/2017/11/15/big-data-and-machine-learning-workshop-sri-lanka/
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.
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.
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/
For Training Requirement Contact-
AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.
Recently I did 3 Days AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka for Microsoft partners.
I covered following topics at the training.
Day 1
Introduction to Data Science and Machine Learning
Introduction to Azure Machine Learning and Managing Datasets
Azure Data Services
Using Cognitive Services and Microsoft BOT framework
Day 2
Python Data Science tools for Machine Learning
E-commerce and Product Recommendation ML System
Mobile Churn solution for Telecom
Building Face recognition solution
Day 3
Building language translator solution
Healthcare prediction System
HR Clustering for organizations
Building hotel reservation Chabot
35 Software developers and BI professionals from following companies attended 3 days of training.
For Training Requirement Contact-
Data Science and Machine Learning September 2019 Workshop Sri Lanka.
Few days ago I had conducted the workshop on Data Science and Machine Learning.
Around 10 attended the workshop.Employees from Mobitel, Expo Freight (EFL)and Abanse came to the event.
Topic covered at the workshop-
https://uditha.wordpress.com/2017/11/15/big-data-and-machine-learning-workshop-sri-lanka/
For Training Requirement Contact-
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.
For Training Requirement Contact-
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.
