Chris Yan – Medium

Chris Yan

Pinned

Understanding SARIMAX: An Seasonal Time Series Forecasting Technique

SARIMAX, or Seasonal AutoRegressive Integrated Moving Average with eXogenous factors, is a powerful extension of the ARIMA model that…

Aug 5

Understanding SARIMAX: An Seasonal Time Series Forecasting Technique

Aug 5

Understanding Transformer Architectures: Decoder-Only, Encoder-Only, and Encoder-Decoder Models

The Standard Transformer was introduced in the seminal paper “Attention is All You Need” by Vaswani et al. in 2017. The Transformer…

1d ago

Understanding Transformer Architectures: Decoder-Only, Encoder-Only, and Encoder-Decoder Models

1d ago

Understanding Cross-Encoders: Architecture, Implementation, and Applications

Cross-encoders are a powerful class of models widely used in tasks that require precise pairwise scoring, such as information retrieval…

Nov 6

Understanding Cross-Encoders: Architecture, Implementation, and Applications

Nov 6

Implementing Model Compression Techniques for Deploying DL models or LLMs in Resource-Constrained…

As the use of large language models (LLMs) or deep learning models (DL) becomes increasingly prevalent, the challenge of deploying these…

Nov 5

Implementing Model Compression Techniques for Deploying DL models or LLMs in Resource-Constrained…

Nov 5

Reranking in Information Retrieval: Enhancing Search Results with RAG

Reranking is a transformative technique in information retrieval (IR) that enables more accurate sorting of retrieved documents by…

Oct 30

Reranking in Information Retrieval: Enhancing Search Results with RAG

Oct 30

How to Translate Java Code into Python Code with External Tools

Java and Python are two of the most popular programming languages in the world, each with its unique strengths and uses. Java is a…

Oct 22

How to Translate Java Code into Python Code with External Tools

Oct 22

AIOps vs. MLOps: Understanding the Key Differences

As artificial intelligence (AI) and machine learning (ML) continue to shape the future of businesses, two emerging paradigms are gaining…

Oct 17

AIOps vs. MLOps: Understanding the Key Differences

Oct 17

Building a Chatbot for Microsoft Teams Using OpenAI API and Microsoft Teams Conversation Bot

The integration of conversational AI with collaboration platforms has seen a massive surge in recent years. Microsoft Teams, a widely…

Oct 8

Building a Chatbot for Microsoft Teams Using OpenAI API and Microsoft Teams Conversation Bot

Oct 8

Anomaly Detection Using Isolation Forest: A Comprehensive Guide

Anomaly detection is a vital task in various applications like fraud detection, network security, manufacturing quality control, and…

Sep 30

Anomaly Detection Using Isolation Forest: A Comprehensive Guide

Sep 30

Handling Skewed Features in Machine Learning: Identification, Strategies, and Best Practices

Skewed features in a dataset can present significant challenges when training machine learning models, especially for models sensitive to…

Sep 25

Handling Skewed Features in Machine Learning: Identification, Strategies, and Best Practices

Sep 25

Chris Yan

Chris Yan

Seasoned data scientist specializing in building data-driven solutions, optimizing business processes, delivering impactful insights through advanced analytics

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams