Machine learning for beginners: Azure AI Book.


Machine learning for beginners: Azure AI

My new book Machine Learning for beginners: Azure AI now available on Amazon Kindle version and print version.

Machine learning for beginners: Azure AI

Book Details –

Machine learning for beginner’s book provides getting started knowledge about machine learning projects. Based on Azure AI technologies this book will go through Regression, Classification and Product Recommendations. 
This book also provides python basic coding experiments toward machine learning and data science.

Topics Covered- 
Introduction to Azure AI & Machine Learning 
Regression 
Classification 
Matchbox Recommendations 
Azure Machine Learning Web services 
R and Python Integration 
Python Cloud Notebook

Machine learning for beginners: Azure AI

Machine learning for beginners: Azure AI

Print Edition.

https://www.amazon.com/Machine-Learning-beginners-Azure-AI/dp/1686820356/

Machine learning for beginners: Azure AI

Kindle Version.

https://www.amazon.com/Machine-Learning-beginners-Azure-AI-ebook/dp/B07WKBVWPW/

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

ASP.NET Security Workshop at Singapore.


ASP.NET Security Workshop at Singapore.

ASP.NET Security Workshop at Singapore.

Recently I did ASP.NET Security Workshop at Singapore. I covered following topics at the training.

1-Introduction

2-Authentication

3-Hashing

4-Encryption

5-OWASP web security headers

6-Claims-Based Security

7-OAuth 2

8-OpenID

9-Web-API with OAuth2

10-Cross-Site Scripting

11-XML External Entities

12-SQL Injection in ASP.Net

ASP.NET Security Workshop at Singapore.

ASP.NET Security Workshop at Singapore.

ASP.NET Security Workshop at Singapore.

ASP.NET Security Workshop at Singapore.

4 Software developers from following company attended 2 Days of ASP.NET training.

ASP.NET Security Workshop at Singapore.

Globibo Singapore

https://www.globibo.com

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Introduction to F# Programming.


Introduction to F# Programming.

F# (pronounced “F Sharp”) is a strongly-typed, functional-first programming language for writing simple code to solve complex problems. From the business perspective, the primary role of F# is to reduce the time-to-deployment for analytical software components in the modern enterprise. Its interoperability with all .NET languages and libraries and its ability to tackle the complexity of components such as calculation engines and data-rich analytical services offer a compelling story for businesses.

Introduction to F# Programming.

Hello World

let helloWorld = "Hello" + " " + "world"

helloWorld

Random Numbers

let number = (new System.Random()).Next()

number

Simple function

/// A function to compute a sample curve

let sampleFunction (x:int) =

2*x*x – 5*x + 3

sampleFunction (7 + 4)

If-else condition

if 98.0 < 100.0 then 10 else 20

not false && (true || false)

Class

Introduction to F# Programming.

Basic I/O

Introduction to F# Programming.

Grab Mobile Application Development Best Practices Singapore.


Grab Mobile Application Development

Grab is one of the largest ride hailing platform in South East Asia.

Grab Mobile Application Development

Following were few interesting fact regarding this Super App discussed at Google Singapore.

Grab Mobile Application Development

Grab Mobile Application Development

Grab Mobile Application Development

Grab Mobile Application Development

Grab Mobile Application Development

Download URL –

https://play.google.com/store/apps/details?id=com.grabtaxi.passenger&hl=en

Robotic Process Automation (RPA) Training Sri Lanka.


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Introduction to RPA training course gives learners a glimpse into the bright and exciting future of Robotic Process Automation. This course gives you an overview of the fundamental methodologies and tools that will help you employ RPA concepts on the job. You’ll learn the key RPA tools and workflows used in intelligent automation, steps for implementing RPA in your enterprise, and case studies that will provide the best, most innovative practices.

Lesson 1 – What is Robotic Process Automation?

What is RPA?

What Are the Growth Trends of RPA?

How can it Help Organizations?

Industries and Organizations That Can Benefit

Software Robot Types

RPA Benefit — Process Improvement, Productivity, Savings

Lesson 2 – How Robotic Process Automation Works

How Does RPA Work?

Programming

Graphical User Interface (GUI)

Recorder

Self-learning Bots

Possible Activities of Self-Learning Bots

Types of RPA – Attended, Unattended, Hybrid

Lesson 3 – ROI: Building a Business Case

ROI for RPA

Velocity

Productivity

Lesson 4 -Overview of UiPath

Introduction to UiPath platform

Installation details of UiPath’s Community Edition

Types of Templates

User Interface

Domains in Activities

Workflow Files in UiPath

Lesson 5- Process Components, Recording & Scraping

UI Automation Activities

System Activities

Variables

Arguments

Imports Panel

User Events

Lesson 6- Data Manipulation, Workflow and Automation

Data Manipulation

Workflow

Automation of Virtual Machines

Text and Image Automation

PDF Automation

Lesson 7 -Programming, Debugging and Logging

Programming

Debugging

Error Handling

Logging

Extensions

Project Organization

Lesson 8- Implementing REFramework

Introduction to REFramework

Using State Machine Layout

Workflows of the Framework

Exception Handling & Logging

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