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
Introduction to Machine Learning Workshop .
https://www.meetup.com/Colombo-AI-Technology-Meetup/events/271734830/
Register URL – https://bit.ly/3fdAK56
Contact us at +94 (071) 6092918
udithait@gmail.com
training@bluechiptraining.biz
Conducted By-
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
Data Science Solution on Azure Online Singapore Training.
Recently I had conducted Azure Data Science solution online training. Following topics covered at the training.
Module 1: Introduction to Azure Machine Learning
Module 2: No-Code Machine Learning with Designer
Module 3: Running Experiments and Training Models
Module 4: Working with Data
Module 5: Compute Contexts
Module 6: Orchestrating Operations with Pipelines
Module 7: Deploying and Consuming Models
Module 8: Training Optimal Models
Module 9: Interpreting Models
Module 10: Monitoring Models
Around 20 participants attended the training.
For Training Requirement Contact-
Sri Lanka
+94 0716092918
Singapore-
+65 86738158
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
Data Science and Machine Learning March 2020 Workshop Sri Lanka.
Few weeks ago I had conducted the workshop on Data Science and Machine Learning.
Around 12 attended the workshop.Employees from Stretch line,Enso,Sri Lanka Insurance (SLIC),Sri Lanka Tourism Development Authority
and Attune 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 and AI Bootcamp training at Colombo , Sri Lanka.
Recently I did Data Science and Machine learning Bootcamp training at Sri Lanka.
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 –
Introduction to Machine Learning
This module introduces machine learning and discussed how
algorithms and languages are used.
Lessons
· What is machine learning?
· Introduction to machine learning algorithms
· Introduction to machine learning languages
Introduction to Azure Machine Learning
Describe the purpose of Azure Machine Learning, and list the
main features of Azure Machine Learning Studio.
Lessons
· Azure machine learning overview
· Introduction to Azure machine learning studio
· Developing and hosting Azure machine learning applications
Managing Datasets
At the end of this module the student will be able to explore
various types of data in Azure machine learning.
Lessons
· Categorizing your data
· Importing data to Azure machine learning
· Exploring and transforming data in Azure machine learning
Building Azure Machine Learning Models
This module describes how to use regression algorithms and
neural networks with Azure machine learning.
Lessons
· Azure machine learning workflows
· Using regression algorithms
· Using neural networks
Using Azure Machine Learning Models
This module explores how to provide end users with Azure
machine learning services, and how to share data generated
from Azure machine learning models. Lessons
· Deploying and publishing models
· Consuming Experiments
Introduction to Python
• Python History
• Installing Python
• Installing IDE
Data types
• Numbers
• Sequences
• File
• Tuples
• Dictionaries
Data Science Intro
• Why Python for Data Science
• Popular packages
• Use cases
• Popular Libraries
• Panda
• Numpy
• Matplotlib
• Scikit-learn
Working with data
• Reading & Writing to different data sources
• Cleaning data
• Visualization
• Data Transformation
Introduction to Deep Learning
· Deep learning basics
· Deep learning tools
· Introduction to neural network
· CNN, ANN, RNN neural network
Introduction to Tensor Flow
· Installing Tensor Flow
· Tensor Flow basics
· Basic Neural Networks using tenser flow
· Advanced Neural Networks using tenser flow (CNN, RNN, ANN)
24 software engineers attended 3 Days of training.
For Training Requirement Contact-
Data Science and Machine Learning Workshop Sri Lanka 2020.
https://www.meetup.com/Colombo-AI-Technology-Meetup/events/268774212/
Register URL – https://bit.ly/2NirW2l
Feel free to contact us for any inquiries
uditha bandara – 0716092918
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
Machine learning and AI Bootcamp training at Ceylinco Insurance .
Recently I did Data Science and Machine learning Bootcamp training at Sri Lanka.
This 2 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/
10 developers from Ceylinco Insurance attended 2 Days of training.
For Training Requirement Contact-
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.
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-
