Reinforcement Learning session at Smart Data Forum

Posted on December 27, 2023 by uditha

Reinforcement Learning is transforming industries and reshaping how machines learn from their environment. Join me as we delve into key concepts, real-world applications, and the future of this cutting-edge technology.

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Singapore AI Technology Meetup

Posted on July 30, 2023 by uditha

Singapore AI technology Monthly meetup –

Unleash the power of ChatGPT

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Unleash the power of ChatGPT – Masterclass

Posted on April 27, 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

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Bluechip technologies Asia Annual Tech 101 Summit

Posted on February 24, 2023 by uditha

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Tech 101 at Bluechip Technologies Asia

Posted on January 26, 2023 by uditha

tech101

2022 Event

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ICTA Demo Day

Posted on May 28, 2022 by uditha

We have presented Callerwise for industry professionals and investors

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Online IT Academy.

Posted on August 8, 2020 by uditha

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New way of learning for IT.

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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.

Applying Machine Learning for COVID-19 Dataset.

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.

Applying Machine Learning for COVID-19 Dataset.

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.

Applying Machine Learning for COVID-19 Dataset.

Applying Machine Learning for COVID-19 Dataset.

Applying Machine Learning for COVID-19 Dataset.

Applying Machine Learning for COVID-19 Dataset.

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 Bootcamp training at Singapore.

Posted on August 3, 2019 by uditha

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

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Building RNN (Recurrent Neural Network) using TensorFlow

Posted on April 17, 2019 by uditha

In this tutorial we will look into building RNN using Tenserflow. We can use RNN for forecasting data where output can be next value or sequence of values.

Recurrent Neural Network code

The RNN trains its units by adjusting their weights following a slight modification of a feedback process known as backpropogation

We can use tenserflow to implement RNN. Following code we implement an RNN in to predict spam from texts

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RNN

Test accuracy plot

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