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-
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.
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.
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/