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-
Applying Machine Learning for COVID-19 Dataset.
Kaggle recently released dataset for COVID-19.
Dataset Description
In response to the COVID-19 pandemic, the White House and a coalition of leading research groups have prepared the COVID-19 Open Research Dataset (CORD-19). CORD-19 is a resource of over 29,000 scholarly articles, including over 13,000 with full text, about COVID-19, SARS-CoV-2, and related coronaviruses. This freely available dataset is provided to the global research community to apply recent advances in natural language processing and other AI techniques to generate new insights in support of the ongoing fight against this infectious disease. There is a growing urgency for these approaches because of the rapid acceleration in new coronavirus literature, making it difficult for the medical research community to keep up.
Call to Action
We are issuing a call to action to the world’s artificial intelligence experts to develop text and data mining tools that can help the medical community develop answers to high priority scientific questions. The CORD-19 dataset represents the most extensive machine-readable coronavirus literature collection available for data mining to date. This allows the worldwide AI research community the opportunity to apply text and data mining approaches to find answers to questions within, and connect insights across, this content in support of the ongoing COVID-19 response efforts worldwide. There is a growing urgency for these approaches because of the rapid increase in coronavirus literature, making it difficult for the medical community to keep up.
Most Common Words Experiment –
This experiment analyze common words used in the dataset using Text based ML Algorithms.
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
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-
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.
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-
GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.
All around the world user groups and communities want to learn about Azure and Cloud Computing!
On April 27, 2019, all communities will come together once again in the sixth great Global Azure Bootcamp event!
Each user group will organize their own one day deep dive class on Azure the way they see fit and how it works for their members.
The result is that thousands of people get to learn about Azure and join together online under the social hashtag #GlobalAzure!
I will be speaking at GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.
Date/ Time
April 27, 2019, 9AM – 5PM
Data & AI Agenda
THE VENUE
Official Site-
Global AI Night , Colombo – Sri Lanka 2019 – Event Update.
Global AI Night,Colombo successfully concluded on 2nd of April at Microsoft Sri Lanka.
Event Details-
https://uditha.wordpress.com/2019/03/19/global-ai-night-colombo-sri-lanka-2019/
Official Announcement Video
First session by Mr.Indika Dalugama
(Solution Architect Data & AI)
Microsoft AI Roadmap
Second Session by Uditha Bandara
Microsoft MVP, Founder Blue Chip Training
http://bluechiptraining.biz
Microsoft AI Technology platform with hands on Labs
Third Session by Mr. Calvin Hindle
Business Consultant (Cognitive & Machine Learning)
Millennium IT
AI Driven Customer Experience
Around 60 participant attended Global AI Night , Colombo. Including university students and industry professionals.
Colombo AI Technology Meetup – 500+ members and growing.
