AI Explainers

How To Use Artificial Intelligence In Supply Chain Management

Data Analytics: Data Preparation

Data preparation, also called data wranling, is the process of retrieving, cleanning, integreting, transformaion and enriching data to support subsequent data analysis.

Read More
  • Data Analytics

Data Analytics: Overview

For supply chain management, there is a tremendous amount of data in enterprise business information systems like ERP, SCM and CRM systems. Data Analytics is...

Read More
  • Data Analytics

Data Analytics: Tools

Tableau and Microsoft Power BI are two most widely used data analytics and visualization software.

Read More
  • Data Analytics

Data Analytics: Visualization

Data visualization is to present data in graphical form. It can reveal the essential characteristics of data that may not be apparent otherwise.

Read More
  • Data Analytics

Generative AI: LLMs in Business

LLMs in Business. Retrieval augmented generation (RAG): RAG references an authoritative knowledge base outside of its training data sources before generating a response. 

Read More
  • Generative AI

Generative AI: Overview

Generative AI, or Gen AI, produces high quality content—such as text, images, video, audio or software code—in response to a user’s prompt or request.

Read More
  • Generative AI

Generative AI: Tools

Generative AI software, Large LLMs from big tech such as Chat GPT, Copilot and Gemini; and Small LLMs

Read More
  • Generative AI

Machine Learning: Classification

Machine Learning Classification is a supervised machine learning method where the model tries to predict the correct label of a given input data. In classification,...

Read More
  • Machine Learning

Machine Learning: Clustering

Machine Learning Clustering is an unsupervised machine learning method where data points are group with each other based on their similarity. Most importantly,  data are...

Read More
  • Machine Learning

Machine Learning: Overview

Machine learning (ML) focuses on the using data and algorithms to enable Artificial Intelligence (AI) to imitate the way that humans learn, gradually improving its...

Read More
  • Machine Learning

Machine Learning: Tools

Amazon, Microsoft, Google and IBM all provide AI and machine learning development platform on cloud service. All of them also give new customers free credits...

Read More
  • Machine Learning