Data Science Academy Sri Lanka

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

Azure Machine Learning and AI Workshop at University of Colombo.

Machine Learning and AI Workshop 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.

Machine Learning and AI Workshop University of Colombo

Around 40 final year students attended my session.

Machine Learning and AI Workshop University of Colombo2

Azure Machine Learning and AI Workshop University of Colombo

Global Azure Bootcamp 2019 – Colombo, Sri Lanka.

Global Azure Bootcamp10

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.

Global Azure Bootcamp 8

Global Azure Bootcamp

Global Azure Bootcamp 4

Global Azure Bootcamp 7

Around 70 attended the session.

Event details-

https://gabccolombo.azurewebsites.net/

Global Azure Bootcamp 11

Global Azure Bootcamp 5

Azure Machine Learning and AI Workshop at Microsoft Singapore.

Azure Machine Learning and Artificial Intelligence Workshop at Microsoft Singapore.

This workshop aims to enable participants with the knowledge to analyze and present data by using Azure Machine Learning,

and to provide an introduction to the use of machine learning and Cognitive Services.

– Introduction to Machine Learning

– Introduction to Azure Machine Learning

– Predicting Employee Churn using AML

This workshop is suitable for software developers, database developers, business intelligence analysts and IT professionals.

Date/ Time: 6 May 2019, 6.30pm to 9.00pm (registration starts at 6.15pm)


Location: Microsoft Singapore, Level 21, One Marina Boulevard Singapore 018989

Azure Machine Learning and Artificial Intelligence Workshop at Microsoft Singapore.

About the speaker:

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. He has published several books, articles, tutorials, and demos on his Blog – https://uditha.wordpress.com

Meetup event –

https://www.meetup.com/mssgug/events/260825368/

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 AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.

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

GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.

Data & AI Agenda

GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.

THE VENUE

GLOBAL AZURE BOOTCAMP 2019 , Kuala Lumpur , Malaysia.

Official Site-

https://mygab.azurewebsites.net/kl

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

code1

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code7

RNN

Test accuracy plot

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

AI , Data Science and Machine Learning training bangladesh 2

AI , Data Science and Machine Learning training bangladesh 1

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

AI , Data Science and Machine Learning training bangladesh 5

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

Global AI Night , Colombo – Sri Lanka 2019.

Global AI Night , Sri Lanka 2019.

The Global AI Night is a free evening event organized by local communities all over the world that are passionate about Artificial Intelligence on the Microsoft Azure.

The event takes place on the Tuesday 2nd of April on venues all over the world centrally organized by our HQ in the Netherlands, supported by Microsoft. The event is the perfect balance between quality content, awesome lectures, getting your hands dirty and learn & share with other community members.


Dive in and learn how to implement intelligence into your solutions with the Microsoft AI platform, including pre-trained AI services like Cognitive Services and Bot Framework, as well as deep learning tools like Azure Machine Learning, Visual Studio Code Tools for AI, and Cognitive Toolkit.


During this AI Night you will get inspired through sessions and get your hands dirty during the workshops. By the end of the night you will be able to infuse AI into your applications.

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Global AI Night , Sri Lanka 2019.

Event Contact-

udithait@gmail.com

training@bluechiptraining.biz


http://datasciencesrilanka.education

+94716092918

Meetup Page- https://www.meetup.com/Colombo-AI-Technology-Meetup/events/258786956/


Registration URL – https://bit.ly/2Tcb10I

Data Science and Machine Learning February 2019 Workshop Sri Lanka.

Data Science course Sri lanka

Few days ago I had conducted the workshop on Data Science and Machine Learning. Around 10 attended the workshop.

Employees from Dialog, GRI Tires, Seylan Bank, Interblocks, Noritake, BCAS Campus and D-Tech IT Solutions came to the event.

Data Science course Sri lanka

Topic covered at the workshop-

https://uditha.wordpress.com/2017/11/15/big-data-and-machine-learning-workshop-sri-lanka/

https://uditha.wordpress.com/2019/01/16/data-science-and-machine-learning-workshop-sri-lanka-2/

Data Science course Sri lanka

Data Science course Sri lanka

Data Science course Sri lanka

For Training Requirement Contact-


training@bluechiptraining.biz

Azure Modern Data Warehouse

Azure Modern Data Warehouse

Azure data warehouse provides high scalability, storage, security with a massively parallel processing architecture.

Azure data warehouse course

Azure data warehouse course

Azure Data Factory is a hybrid data integration service that allows you to create, schedule and orchestrate your ETL/ELT workflows.

Azure data warehouse course

Azure Blob storage is a massively scalable object storage for any type of unstructured data—images, videos, audio, documents, and more—easily and cost-effectively.

Azure data warehouse course

Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform. Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.

Azure data warehouse course

Azure Analysis Services is an enterprise grade analytics as a service that lets you govern, deploy, test, and deliver your BI solution with confidence.

Azure data warehouse course

Power BI is a suite of business analytics tools that deliver insights throughout your organization. Connect to hundreds of data sources, simplify data prep, and drive ad hoc analysis. Produce beautiful reports, then publish them for your organization to consume on the web and across mobile devices.