Data Science Lecturing at Sri Lanka Institute of Information Technology (SLIIT).


Data Science Lecturing

Data Science Lecturing

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

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Data Science Lecturing

Data Science and Machine learning Bootcamp training at Singapore.


Data Science and Machine learning Bootcamp4

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.

Data Science and Machine learning Bootcamp

Data Science and Machine learning Bootcamp7

Course Outline –

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

Data Science and Machine learning Bootcamp3

Data Science and Machine learning Bootcamp8

Data Science and Machine learning Bootcamp6

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

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

Data Science and Machine learning Bootcamp2

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Azure Machine Learning and AI Workshop at COMAT Singapore.


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.

Azure Machine Learning and AI Workshop at COMAT Singapore.

Azure AI

Around 25 IT professionals and students attended my session.

Azure Machine Learning and AI Workshop at COMAT Singapore.

Azure Global Bootcamp 2019 – Kuala Lumpur-Event Update.


Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update

Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update

Recently I did Machine Learning session at Azure Global Bootcamp 2019 – Kuala Lumpur.

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.

Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update

Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update

Around 60 professionals and students attended my session.

Event Details-

https://uditha.wordpress.com/2019/04/21/global-azure-bootcamp-2019-kuala-lumpur-malaysia/

Global AI Night , Colombo – Sri Lanka 2019 – Event Update.


Global AI Night , Colombo

Global AI Night,Colombo successfully concluded on 2nd of April at Microsoft Sri Lanka.

Global AI Night , Colombo

Event Details-

https://uditha.wordpress.com/2019/03/19/global-ai-night-colombo-sri-lanka-2019/

Global AI Night , Colombo

Official Announcement Video

Global AI Night , Colombo

First session by Mr.Indika Dalugama
(Solution Architect Data & AI)

Microsoft AI Roadmap

Global AI Night , Colombo

Second Session by Uditha Bandara
Microsoft MVP, Founder Blue Chip Training
http://bluechiptraining.biz

Microsoft AI Technology platform with hands on Labs

Global AI Night , Colombo

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.

Global AI Night , Colombo

Colombo AI Technology Meetup – 500+ members and growing.

Global AI Night , Colombo

https://www.meetup.com/Colombo-AI-Technology-Meetup/

Building RNN (Recurrent Neural Network) using TensorFlow


In this tutorial we will look into building RNN using Tenserflow. We can use RNN for forecasting data where output can be next value or sequence of values.

Recurrent Neural Network code

The RNN trains its units by adjusting their weights following a slight modification of a feedback process known as backpropogation

We can use tenserflow to implement RNN. Following code we implement an RNN in to predict spam from texts

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RNN

Test accuracy plot

AI , Data Science and Machine Learning Workshop at Dhaka , Bangladesh.


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Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Dhaka,Bangladesh for Microsoft partners.

I covered following topics at the training.

Introduction to Machine Learning

Introduction to Azure Machine Learning

Managing Data-sets

Building Azure Machine Learning Models

Using Azure Machine Learning Models

Using Cognitive Services

Building Product Recommender system

Microsoft BOT framework

Data Science Frameworks

Deep Learning Frameworks

AI , Data Science and Machine Learning training bangladesh 7

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AI , Data Science and Machine Learning training bangladesh 3

15 Software developers from Dhaka attended 2 days of training.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz