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Insights

Insights

Data Science

Trust me, you don’t need attention because all you need is Mamba

The era of the great transformers has reached its end. Please welcome, Mamba, an architecture that will revolutionize the world of AI.

Author : 

Pakhapoom Sarapat

Posted on : 

January 31, 2024

Data Science

A gentle introduction to the world of large language models (LLMs)

The hype of the LLMs has continued since the emergence of ChatGPT and everyone keeps talking about them, but what are they exactly?

Author : 

Pakhapoom Sarapat

Posted on : 

December 22, 2023

Data Science

A Brief Overview of Hallucination in LLM

Large Language Models (LLMs) have shown the impressive capability to understand human language and effectively tackling a wide range of natural language tasks, from text classification to summarization and even answering questions. However, LLMs are observed to have the issue with hallucination, where generating incorrect information or making up the answer which is sometimes difficult for human to notice this behavior.

Author : 

Nut Chukamphaeng

Posted on : 

October 31, 2023

Data Science

Data quality is all you need

As the higher volume of data available for training machine learning or deep learning models, the potential for these algorithms to achieve remarkable performance tends to increase significantly. The abundant data resources enable models to extract intricate patterns, enhance their predictive capabilities, and adapt to diverse real-world scenarios.

Author : 

Pakhapoom Sarapat

Posted on : 

September 29, 2023

Data Science

Meet the Team: ‘Phu’ Vanadda, Cloud Solution Architect

Essential Skills for Success as a Cloud Solution Architect

Author : 

Content @ SCB DataX

Posted on : 

July 7, 2023

Data Science

Probability calibration: A tool to mitigate the risk of your Machine learning model.

The banking industry has been applying machine learning to enhance loan approval process, default risk assessments, and fraud detection, for example. Making accurate decisions in these areas is important for effective risk management and cost control, which can translate to significant value.

Author : 

Nut Chukamphaeng

Posted on : 

April 28, 2023

Common Machine Learning Issues

Unlock the potential of Machine Learning while navigating common hurdles.

Posted on : 

May 15, 2024

Data Sensitivity Classification

Understanding data classification is vital for safeguarding your business information.

Posted on : 

May 15, 2024

Elements of a data ecosystem

Unlock the power of your data ecosystem with these essential elements

Posted on : 

May 10, 2024

Common Machine Learning Issues

Embracing effective data management is crucial for modern businesses!

Posted on : 

May 9, 2024

Data Sources That Can Be Used in Artificial Intelligence

Unlocking business growth through AI requires tapping into diverse data sources. From structured databases to real-time streams, each data type holds insights for smarter decisions.

Posted on : 

May 8, 2024

Characteristics of a data-driven organization

Become a data-driven organization and watch your growth soar

Posted on : 

May 7, 2024

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