InTDS ArchivebyShuyi Yang·Jan 16, 2025MAS Is All You Need: Supercharge Your Retrieval-Augmented Generation (RAG) with a Multi-Agent…How to build a Multi-Agent RAG with AG2 and ChromaDBA response icon2A response icon2
InTDS ArchivebyShuyi Yang·Mar 13, 2024Build your own RAG and run it locally on your laptop: ColBERT + DSPy + StreamlitTutorial for GenAI beginners: let’s build a very simple RAG (Retrieval Augmented Generation) system locally, step-by-step.A response icon5A response icon5
InTDS ArchivebyShuyi Yang·Jan 5, 2024Low Quality Image DetectionHow to perform low quality images detection using Machine Learning and Deep Learning.A response icon2A response icon2
InTDS ArchivebyShuyi Yang·Nov 28, 2020Data Anonymization with AutoencodersHow to anonymize the data while preserving its predictive power.A response icon1A response icon1
InTDS ArchivebyShuyi Yang·Nov 25, 2020Keyword Extraction: from TF-IDF to BERTHow to perform keyword extraction in Python with TF-IDF, TextRank, TopicRank, YAKE!, and KeyBERT.A response icon2A response icon2
InAnalytics VidhyabyShuyi Yang·Nov 13, 2020Spatial AutoRegressive (SAR) Models EstimationHow to estimate the coefficients of a Spatial AutoRegressive model with Maximum Likelihood or Bayesian Estimation.
InTDS ArchivebyShuyi Yang·Nov 9, 2020Data Scientist: from zero to heroHow to become a great data scientist and remain updated with the latest algorithms and technologies.A response icon1A response icon1
InTDS ArchivebyShuyi Yang·Aug 19, 2020Apache Kafka: Docker Container and examples in PythonHow to install Kafka using Docker and produce/consume messages in PythonA response icon2A response icon2
InTDS ArchivebyShuyi Yang·Jul 27, 2020Basic Linux Console Commands Every Data Scientist Should KnowA list of most useful terminal commands for a data scientist: file management, system administration and text file manipulation.
InTDS ArchivebyShuyi Yang·Jul 19, 2020How to write and render LaTeX math formulas on MediumIn this article we list some methods to write and visualize math formulas on Medium: LaTeX to image, unicode conversion, browser addons…A response icon1A response icon1
