Azure Machine Learning Workshop at Sri Lanka Institute of Information Technology (SLIIT).


Recently I had conducted  Machine Learning and AI workshop at Sri Lanka Institute of Information Technology (SLIIT).  Around 40 attended the workshop.SLIIT Students and Academic staff attended the workshop.

Topics covered at the workshop-

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

All Images are Copyrighted under FCMC 2018

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Azure Machine Learning Data Science workshop at Jakarta, Indonesia.


In partnership with Algoritma Indonesia I will be conducting Azure Machine Learning workshop at Jakarta.

 

Workshop Details-

https://algorit.ma/ds-course/azure-machine-learning-workshop/

 

Deep Learning Basics by NVIDIA Deep Learning Institute.


In this half-day Image Classification with DIGITS workshop, you will learn to

– leverage deep neural networks (DNN) within the deep learning workflow to solve a real-world image classification problem using NVIDIA DIGITS.

– walk through the process of data preparation, model definition, model training and troubleshooting

– use validation data to test and try different strategies for improving model performance using GPUs

NVIDIA Deep Learning –

 

LOCATION-

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The Hangar by NUS Enterprise

21 Heng Mui Keng Terrace

Singapore, 119613

Singapore

 

DATE AND TIME

Sat 12 May 2018

12:00 PM – 6:00 PM Singapore Standard Time

Registration URL-

https://www.eventbrite.sg/e/teaching-you-to-solve-problems-with-deep-learning-by-nvidia-tickets-45464548689

Oracle Code Singapore 2018.


Oracle Code is a free event for developers to learn about the latest developer technologies, practices, and trends. Learn from technical experts, industry leaders, and other developers in keynotes, sessions, and hands-on labs. Experience cloud development technology in the Code Lounge with workshops and other live, interactive experiences and demos.

Agenda-

https://developer.oracle.com/code/singapore-may-2018

 

 

Venue

Marina Bay Sands Singapore

10 Bayfront Avenue , Singapore

Past events-

https://developer.oracle.com/code/past-developer-events

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

Machine Learning and AI Workshop at Singapore.


Recently I had conducted  Machine Learning and AI workshop at NetAssist Singapore.  Around 15 attended the workshop. Employees from various IT companies and organizations attended the event.

Topics covered at the workshop-

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

Android Mobile Application Development Training at Celiveo Singapore.


Recently I did Android Mobile Application Development Training at Celiveo Singapore.

I covered Android Studio, web, json, maps, notifications and app publishing during the training.

Android Mobile Application Development Topics-

https://uditha.wordpress.com/2016/08/16/android-application-development-course-sri-lanka/

Software developers from Celivo attended 3 day training. It was held at Celiveo ,Asia-Pacific ,Jalan Bukit Merah ,Singapore.

https://www.celiveo.com/

 

For Training Requirement Contact-  udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Mobile  +94 0716092918