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


Data Science Lecturing

Recently I had conducted Data Science Lecturing at Sri Lanka Institute of Information Technology for very first 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
  • CNN using tenser flow

Data Science Lecturing

Data Science Lecturing

Data Science Lecturing

Azure Machine Learning Data Science Workshop at Jakarta, Indonesia [Event Update].


Azure Machine Learning

Recently I had conducted Azure Machine Learning workshop at Jakarta, in partnership with Algoritma Indonesia.  Around 10 attended the workshop. Employees from Telkomsel, Government Universities and few other companies attended the workshop.

Azure Machine Learning

Azure Machine Learning

Azure Machine Learning

Event Details-

https://uditha.wordpress.com/2018/08/02/azure-machine-learning-data-science-workshop-at-jakarta-indonesia-2/

Azure Machine Learning

Azure Machine Learning

Azure Machine Learning

 

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Singapore- 
+65 86738158

Sri Lanka- 
+94 716092918

Data Science Bootcamp Training – Sri Lanka | Singapore


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This 3 days training focus on getting started with Data Science technologies. You will learn Azure machine learning studio, R studio, Jupyter Notebook , Spyder with Python for data science. This course includes real world usage of machine learning for regression, classification and product recommendations.

Day 1

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

 

 

Day 2

Introduction to R

· 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

Day 3

Introduction to Python

· Python History

· Users of Python

· Installing Python

· Installing IDE

 

Datatypes

· 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

· Visualisation

· Data Transformation

 

Conducted by-

Uditha Bandara (MVP) is specializes in Microsoft  development , AI, Mobile App, Cloud and Software Testing 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

Contact    +94 071-6092918
udithamail@yahoo.com

udithait@gmail.com

Big Data and Machine Learning March Workshop Sri Lanka.


Few days ago I had conducted the workshop on Big Data and Machine Learning. Around 10 attended the workshop. Employees from APIIT, LB Finance, MAS and Sri Lanka telecom came to the event.

Topic covered at the workshop-

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

Next workshop will be held on June 2018.

Microsoft Azure Summit 2018, Jakarta – Event Update.


 

Last week I had joined Microsoft Azure Summit 2018 Jakarta , Indonesia. This event was targeted toward Microsoft digital transformation technologies. Azure and AI technologies such as Azure Machine learning and CNTK highlighted at the AI track.

Lot of companies in Indonesia looking forward for digital transformation with Microsoft technology stack. Some of companies already build solutions around azure and AI technologies.

One session was conducted by Toyota motors Indonesia. They highlighted how they integrated azure machine learning for demand forecasting.
And they are going to implement more solutions with AI.

Around 600 attended this conference. It was held at Balai Kartini Jakarta , Indonesia.

Event Details-

https://uditha.wordpress.com/2018/03/11/microsoft-azure-summit-2018-jakarta/

Microsoft Azure Summit 2018 , Jakarta .


 

The evolution of the cloud platform with innovations- like agents, bots and new, conversational interfaces has made it easier and faster to develop and deploy the next generation of intelligent applications.

Join us at this year Azure Summit to learn more about how you can build your next intelligent applications and leverage machine learning capabilities to harness the massive amounts of data and turn them into useful insights. Find out more about how Microsoft can help you to address data sovereignty, cloud security, data privacy, risk and compliance with Azure

 

General session topic to cover

  • Opening Speech
  • Accelerate Business Digital Transformation with Cloud
  • When Microsoft Rinna Meets Indonesia
  • Azure Machine Learning for Demand Forecasting, a Toyota Business Case
  • Enhance your Digital Transformation with Hybrid Cloud by Azure Stack
  • Data Driven Decision in Bizzy
  • Transform Business Capabilities with Trusted Cloud
DATA AND AI TRACK

Learn more about you can leverage machine learning algorithms to bring artificial intelligence to your data so that you can gain deep insights to your business

  • Unleash the power of data with Microsoft Data Platform
  • How to be successful in The Modern Data Estate
  • Accelerate innovations with Azure Data Services
  • Smarter Decisions with AI

Keynote speakers

13 March, 2018 | 07:30AM – 05:00PM


Balai Kartini Jakarta , Indonesia.

Blue Chip Training and Consulting Corporate Video.


 

Version 1.0 of the Blue Chip Training and Consulting Corporate Video