CNN using tenser flow | Bluechip Technologies

Unleash the power of ChatGPT – Masterclass

Posted on March 29, 2023 by uditha

ChatGPT is a chatbot launched by the OpenAI project in November 2022. A chatbot is a software used to conduct an on-line chat conversation via text or text-to-speech, in lieu of providing direct contact with a live human agent. ChatGPT is trained using reinforcement learning and NLP (natural language processing) to assist with generating human-like text based on the input prompt provided by the user. This session will go though chatGPT and its use-cases

Introduction to ChatGPT
Using ChatGPT
Applications of ChatGPT
Building Applications

Speaker Profiles –

Uditha Bandara
Uditha Bandara (MVP) is an expert in specializes in Microsoft and AI Technologies . He is an author in AI technologies, an international speaker and the founder/CEO of Blue Chip Asia , Bluechip Tech Limited UK, Bluechip Tech Inc ,USA and South East Asia`s First XNA/DirectX MVP (Most Valuable Professional)

Register now – training@bluechiptraining.biz

https://www.meetup.com/london-emerging-technology-meetup/events/292007419/

Python Online Training Singapore.

Posted on January 23, 2021 by uditha

Recently I 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/

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-
+65 86738158

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Online Healthcare Machine Learning workshop at Melbourne.

Posted on August 30, 2020 by uditha

Recently I 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.

For Training Requirement Contact-

udithait@gmail.com

training@bluechiptraining.biz

Sri Lanka

+94 0716092918

Singapore-
+65 86738158

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Data Science Solution on Azure Online Singapore Training.

Posted on June 15, 2020 by uditha

Recently I had conducted Azure Data Science solution online training. Following topics covered at the training.

Module 1: Introduction to Azure Machine Learning
Module 2: No-Code Machine Learning with Designer
Module 3: Running Experiments and Training Models
Module 4: Working with Data
Module 5: Compute Contexts
Module 6: Orchestrating Operations with Pipelines
Module 7: Deploying and Consuming Models
Module 8: Training Optimal Models
Module 9: Interpreting Models
Module 10: Monitoring Models

Around 20 participants attended the training.

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Cloud Machine Learning Workshop Sri Lanka.

Posted on May 10, 2020 by uditha

https://www.meetup.com/Colombo-AI-Technology-Meetup/events/270402228/

Feel free to contact us for any inquiries

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

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Data Science and Machine Learning March 2020 Workshop Sri Lanka.

Posted on April 3, 2020 by uditha

Few weeks ago I had conducted the workshop on Data Science and Machine Learning. Around 12 attended the workshop.Employees from Stretch line,Enso,Sri Lanka Insurance (SLIC),Sri Lanka Tourism Development Authority and Attune came to the event.

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

Machine learning and AI Bootcamp training at Colombo , Sri Lanka.

Posted on March 28, 2020 by uditha

Recently I did Data Science and Machine learning Bootcamp training at Sri Lanka.

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.

Course Outline –

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

Introduction to Python

• Python History

• Installing Python

• Installing IDE

Data types

• 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

• Visualization

• Data Transformation

Introduction to Deep Learning

· Deep learning basics

· Deep learning tools

· Introduction to neural network

· CNN, ANN, RNN neural network

Introduction to Tensor Flow

· Installing Tensor Flow

· Tensor Flow basics

· Basic Neural Networks using tenser flow

· Advanced Neural Networks using tenser flow (CNN, RNN, ANN)

24 software engineers attended 3 Days of training.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

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Applying Machine Learning for COVID-19 Dataset.

Posted on March 18, 2020 by uditha

Kaggle recently released dataset for COVID-19.

Dataset Description

In response to the COVID-19 pandemic, the White House and a coalition of leading research groups have prepared the COVID-19 Open Research Dataset (CORD-19). CORD-19 is a resource of over 29,000 scholarly articles, including over 13,000 with full text, about COVID-19, SARS-CoV-2, and related coronaviruses. This freely available dataset is provided to the global research community to apply recent advances in natural language processing and other AI techniques to generate new insights in support of the ongoing fight against this infectious disease. There is a growing urgency for these approaches because of the rapid acceleration in new coronavirus literature, making it difficult for the medical research community to keep up.

Call to Action

We are issuing a call to action to the world’s artificial intelligence experts to develop text and data mining tools that can help the medical community develop answers to high priority scientific questions. The CORD-19 dataset represents the most extensive machine-readable coronavirus literature collection available for data mining to date. This allows the worldwide AI research community the opportunity to apply text and data mining approaches to find answers to questions within, and connect insights across, this content in support of the ongoing COVID-19 response efforts worldwide. There is a growing urgency for these approaches because of the rapid increase in coronavirus literature, making it difficult for the medical community to keep up.

Most Common Words Experiment –

This experiment analyze common words used in the dataset using Text based ML Algorithms.

https://covid19-training.notebooks.azure.com/j/notebooks/most-common-words-in-the-cord-19-dataset.ipynb

Author – https://www.kaggle.com/paultimothymooney

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Data Science and Machine Learning Workshop 2020.

Posted on February 23, 2020 by uditha

https://www.meetup.com/Colombo-AI-Technology-Meetup/events/268774212/

Feel free to contact us for any inquiries

uditha bandara – 0716092918

http://datasciencesrilanka.education

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Machine Learning for beginners: Azure AI book.

Posted on February 23, 2020 by uditha

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

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