Data Science Academy Sri Lanka

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

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RNN

Test accuracy plot

AI , Data Science and Machine Learning Workshop at ICBT.

AI , Data Science and Machine Learning Workshop sri lanka

Recently I did 2 Days AI , Data Science and Machine Learning Workshop at ICBT for HND students.

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

AI , Data Science and Machine Learning Workshop sri lanka

AI , Data Science and Machine Learning Workshop sri lanka

AI , Data Science and Machine Learning Workshop sri lanka

150 IT Students attended 2 days workshop.

AI , Data Science and Machine Learning Workshop sri lanka

AI , Data Science and Machine Learning Workshop sri lanka

AI , Data Science and Machine Learning Workshop sri lanka

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Knowledge Sharing Session at New Horizons Bangladesh.

AI , Data Science and Machine Learning training bangladesh 4

Recently I did technology Knowledge Sharing at New Horizons Bangladesh.

I covered following topics at the session.

Apple IOS Mobile App development

Android Mobile App development

Microsoft Xamarin Cross Platform Mobile App development 

React Native Cross Platform Mobile App development

Data Science Boot-camp

Deep Learning Boot-camp

Azure Machine Learning

Blockchain Application Development

AI , Data Science and Machine Learning training bangladesh 6

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

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.

Machine Learning and AI Workshop at NetAssist International

Machine Learning and AI training sri lanka

Recently I had conducted  Machine Learning and AI workshop at NetAssist Colombo.  Around 40 attended the workshop. Employees from various IT companies and organizations attended the event.

Machine Learning and AI training sri lanka

Machine Learning and AI training sri lanka

Topics covered at the workshop-

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

Machine Learning and AI training sri lanka

Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

Data Science and Machine Learning course

Register Now –

https://goo.gl/rJWCrp

Event Page-

https://www.facebook.com/events/281797495839662/

Deep Learning with TenserFlow workshop.

tf

In this workshop you will learn the basic concepts of TensorFlow, the main functions, operations and the execution pipeline. Starting with a simple “Hello World” example, throughout the workshop you will be able to see how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions. This concept is then explored in the Deep Learning world. You will evaluate the common, and not so common, Deep Neural Networks and see how these can be exploited in the real world with complex raw data using TensorFlow. In addition, you will learn popular deep learning API such as Keras and Teano.

Agenda-

· Introduction to Spyder IDE Jupiter Notebook with Python basics

· Python Data science libraries

· Introduction to tenser flow basics

· Basic Neural Networks using tenser flow

· Advanced Neural Networks using tenser flow

· Keras API for Deep learning

· Theano API for Deep learning

R Programming Workshop Sri Lanka.

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Introduction to R Programming workshop teaches attendees how to use R programming to explore data from a variety of sources by building inferential models and generating charts, graphs, and other data representations.

Overview

· History of R

· Advantages and disadvantages

· Downloading and installing

Introduction

· Using the R console

· Learning about the environment

· Writing and executing scripts

· Object oriented programming

· Installing packages

· Working directory

· Saving your work

Variable types and data structures

· Variables and assignment

· Data types

· Numeric, character, boolean, and factors

· Data structures

· Vectors, matrices, arrays,

· Assigning new values

· Viewing data and summaries

Base graphics system in R

· Scatterplots, histograms, barcharts, box and whiskers, dotplots

· Labels, legends, titles, axes

· Exporting graphics to different formats

General linear regression

· Linear and logistic models

· Regression plots

· Interaction in regression