Category: Bot Application Development Sri Lanka

Introduction to Natural Language Processing meetup Singapore

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March Singapore AI meetup –

Python and Machine Learning Online Training Philippines.

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Data Scince Training

Recently we had conducted online Python training for IT staff at Philippines Security Bank.

Following topics covered at the training.

https://uditha.wordpress.com/2018/04/25/data-science-bootcamp-training-sri-lanka-singapore/

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Data Science and Machine Learning Workshop Sri Lanka.

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Recently I had conducted the workshop on Data Science and Machine Learning.Around 7 participants attended the workshop.

Topic covered at the workshop-

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

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Python Online Training Singapore.

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Python Online Training Sri Lanka.

Recently we had conducted online Python training for Bank of America staff at Singapore.

Following topics covered at the training.

http://www.bluechiptraining.biz/python-programming-course-sri-lanka/

Python Online Training Sri Lanka.

Python Online Training Sri Lanka.

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-

+65 86738158

IBM AI Enterprise Workflow Data Science Specialist Training

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2

In this program, we decided to take a different approach than traditional product certifications, and instead of building a product-centric certification,

we decided to build a process-centric certification with specific guiding principles:

1.    Using a single use case/real world scenario as the foundation to work through what it takes to build an end to end AI solution

2.    Leveraging Design thinking as a framework to work through the translation of business goals into AI technical implementations

3.    Bringing together different capabilities such as Machine Learning, Optimization, and specific narrow-AI functionality

4.    Leveraging python as the tool of choice for building AI models, and bringing in Watson Studio where it adds value on top of Python and other open source tools

Section 1: Scientific, Mathematical, and technical essentials for Data Science and AI

· Explain the difference between Descriptive, Prescriptive, Predictive, Diagnostic, and Cognitive Analytics

· Describe and explain the key terms in the field of artificial intelligence (Analytics, Data Science, Machine Learning, Deep Learning, Artificial Intelligence etc.)

· Distinguish different streams of work within Data Science and AI (Data Engineering, Data Science, Data Stewardship, Data Visualization etc.)

· Describe the key stages of a machine learning pipeline.

· Explain the fundamental terms and concepts of design thinking

· Explain the different types of fundamental Data Science

· Distinguish and leverage key Open Source and IBM tools and technologies that can be used by a Data Scientist to implement AI solutions

Section 2: Applications of Data Science and AI in Business

· Identify use cases where artificial intelligence solutions can address business opportunities

· Translate business opportunities into a machine learning scenario

· Differentiate the categories of machine learning algorithms and the scenarios where they can be used

· Show knowledge of how to communicate technical results to business stakeholders

· Demonstrate knowledge of scenarios for application of machine learning

Section 3: Data understanding techniques in Data Science and AI

· Demonstrate knowledge of data collection practices

· Explain characteristics of different data types

· Show knowledge of data exploration techniques and data anomaly detection

· Use data summarization and visualization techniques to find relevant insight

Section 4: Data preparation techniques in Data Science and AI

· Demonstrate expertise cleaning data and addressing data anomalies

· Show knowledge of feature engineering and dimensionality reduction techniques

· Demonstrate mastery preparing and cleaning unstructured text data

Section 5: Application of Data Science and AI techniques and models

· Explain machine learning algorithms and the theoretical basis behind them

· Demonstrate practical experience building machine learning models and using different machine learning algorithms

Section 6: Evaluation of AI models

· Identify different evaluation metrics for machine learning algorithms and how to use them in the evaluation of model performance

· Demonstrate successful application of model validation and selection methods

· Show mastery of model results interpretation

· Apply techniques for fine tuning and parameter optimization

Section 7: Deployment of AI models

· Describe the key considerations when selecting a platform for AI model deployment

· Demonstrate knowledge of requirements for model monitoring, management and maintenance

· Identify IBM technology capabilities for building, deploying, and managing AI models

Section 8: Technology Stack for Data Science and AI

· Describe the differences between traditional programming and machine learning

· Demonstrate foundational knowledge of using python as a tool for building AI solutions

· Show knowledge of the benefits of cloud computing for building and deploying AI models

· Show knowledge of data storage alternatives

· Demonstrate knowledge on open source technologies for deployment of AI solutions

· Demonstrate basic understanding of natural language processing

· Demonstrate basic understanding of computer vision

· Demonstrate basic understanding of IBM Watson AI services

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz


Sri Lanka

+94 0716092918

Singapore-
+65 86738158

MATLAB FUNDAMENTALS Course.

by uditha, posted in 2020, 2021, AI , Data Science and Machine Learning Cambodia, AI , Data Science and Machine Learning Workshop at Camb, AI , Data Science and Machine Learning Workshop at Dhak, AI , Data Science and Machine Learning Workshop at ICBT, AI , Data Science and Machine Learning Workshop at Micr, AI , Data Science and Machine Learning Workshop at Yang, AI , Data Science and Machine Learning Yangon, AI , Data Science Workshop at Microsoft, AI , Data Science Workshop at Microsoft Sri Lanka, ai academy courses sri lanka, ai academy skills sri lanka, ai academy sri lanka, AI Technology Meetup Sri Lanka, AI Technology Sri Lanka, Amazon Machine Learning, aws Modern Data Warehouse course sri lanka, Azure Architect Technologies (AZ-300) Online Singapore, Azure Architect Technologies (AZ-300) training sri lank, Azure Blob storage, Azure Blob storage couse sri lanka, Azure Databricks course sri lanka, Azure DevOps Integration, Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update., Azure Machine Learning and AI Workshop at COMAT Singapo, Azure Machine Learning and AI workshop singapore, Azure Modern Data Warehouse, Azure Modern Data Warehouse, Azure Modern Data Warehouse course, Azure Online Singapore Training., Azure Online Sri LankaTraining., Bot Application Development Course Sri Lanka, Bot Application Development Sri Lanka, Bot Application Development Workshop, Building RNN (Recurrent Neural Network) using TensorFlo, Building RNN (Recurrent Neural Network)TensorFlow, COVID-19 Machine learning, Data Science and Machine learning Bootcamp training at, Data Science and Machine Learning February 2019 Worksho, Data Science and Machine Learning Workshop, Data Science and Machine Learning Workshop sri lanka, Data Science and Machine Learning Workshop Sri Lanka., Data Science Course Sri Lanka, Data Science Lecturing at SLIIT, Data Science Training Sri Lanka, data scince workshop at microsoft singapore, Deep Learning, Deep Learning with Tenser Flow workshop dubai, Deep Learning with Tenser Flow workshop singapore, Deep Learning with Tenser Flow workshop sri lanka, Deep Learning with Tenser Flow workshop., deep learning workshop at microsoft singapore, Designing and Implementing a Data Science Solution on A, e learning courses sri lanka, e learning data science sri lanka, e learning machine learning sri lanka, e learning short courses sri lanka, Healthcare Machine Learning Melbourne, Healthcare Machine Learning Singapore, Healthcare Machine Learning sri lanka, Healthcare Machine Learning workshop at Melbourne, Machine Learning, Machine Learning and AI Workshop at Microsoft Sri Lanka, Machine Learning Facebook, machine learning training jakartha, machine learning training melbourn, machine learning training sri lanka, machine learning training yangon, machine learning workshop at microsoft singapore, MATLAB FUNDAMENTALS Course., MCSA: Machine Learning Certifications Jakartha, MCSA: Machine Learning Certifications Kandy, MCSA: Machine Learning Certifications Mumbai, MCSA: Machine Learning Certifications Pune, MCSA: Machine Learning Certifications Singapore, MCSA: Machine Learning Certifications Sri Lanka., Microsoft Professional Program in Data Science, NASA Space Apps Challenge 2020, Online Healthcare Machine Learning workshop singapore, Online Healthcare Machine Learning workshop sri lanka, Power BI, visa singapore

1

This course provides a comprehensive introduction to the MATLAB® technical computing environment.

No prior programming experience or knowledge of MATLAB is assumed. Themes of data analysis, visualization, modeling, and programming are explored throughout the course.

You will learn:

• How to use Matlab to analyze data and report results

• How to load and save information using several file formats including text, binary and Excel

• How to automate analyses using basic programming and built-in functions

• How to create robust, reusable and maintainable code

• To design and present data in graphs and GUI windows

• The basic skills that will enable you to continue learning advanced topics by yourself, at your own pace

1. The Matlab environment

· Learn how to use the Matlab desktop

· The Matlab workspace and command window

· Using the command history

· Using the documentation system and other online resources

2. Using numeric and character-based data

· Matlab’s data types and precisions

· Matlab’s data storage types

· Creating and manipulating data

· Operators and expressions

· Using functions

· Accessing sub-elements and data ranges

3. Matlab Programming

· Creating your first Matlab script

· The Matlab editor

· Using the debugger

· Scripts vs. functions

· Controlling program control flow

· Coding conventions and best practices

4. Analyzing data

· Removing and fixing invalid data

· Fitting data

· Error handling

5. Saving and loading data

· To/from Matlab workspace

· To/from text or binary files

· To/from Excel

· To/from a webpage

6. Visualizing data

· Displaying results in the command window

· Plotting data in 2D and 3D graphs

· Presenting data tables

· Exporting graphics to external applications

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz


Sri Lanka

+94 0716092918

Singapore-
+65 86738158

AI for Business Leaders Workshop Sri Lanka.

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AI for Business Leaders Workshop Sri Lanka.

Recently I did AI for Business Leaders Workshop at Orel IT. I covered following topics during the workshop.

AI based business opportunities

AI development life cycle

Cloud based AI technologies

AI Use Cases

AI for Business Leaders Workshop Sri Lanka.

AI for Business Leaders Workshop Sri Lanka.

AI for Business Leaders Workshop Sri Lanka.

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz


Sri Lanka

+94 0716092918

Singapore-

+65 86738158

Online Healthcare Machine Learning workshop at Melbourne.

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Online Healthcare Machine Learning workshop at Melbourne.

Recently we had conducted online Machine Learning workshop for St John of God Health Care Doctors at Melbourne.

Following topics covered at the training.

Introduction to Data Science

Introduction to Machine Learning

Machine Learning in Healthcare

Healthcare research in Machine Learning.

Online Healthcare Machine Learning workshop at Melbourne.

Online Healthcare Machine Learning workshop at Melbourne.

Azure Architect Technologies (AZ-300) Online Singapore Training.

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Azure Architect Technologies (AZ-300) Online Singapore Training.

Recently I had conducted Azure Architect Technologies (AZ-300) online training. Following topics covered at the training.

Deploying and Configuring Infrastructure

Implementing Workloads and Security

Understanding Cloud Architect Technology Solutions

Creating and Deploying Apps

Developing for the Cloud

http://www.bluechiptraining.biz/azure-architect-technologies-az-300-training-sri-lanka/

Azure Architect Technologies (AZ-300) Online Singapore Training.

Azure Architect Technologies (AZ-300) Online Singapore Training.

Around 20 participants attended the training.

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-
+65 86738158

Introduction to Machine Learning Workshop .

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cloud-machine-learning-workshop-sri-lanka_thumb

https://www.meetup.com/Colombo-AI-Technology-Meetup/events/271734830/

Register URL – https://bit.ly/3fdAK56

Contact us at +94 (071) 6092918

udithait@gmail.com
training@bluechiptraining.biz

Conducted By-

Uditha Bandara (MVP) is specializes in Data Science, Mobile App and Blockchain 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

http://datasciencesrilanka.education