Shuyi YanginTowards Data ScienceBuild 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.·16 min read·Mar 13, 2024--5--5
Shuyi YanginTowards Data ScienceLow Quality Image DetectionHow to perform low quality images detection using Machine Learning and Deep Learning.·8 min read·Jan 5, 2024--2--2
Shuyi YanginTowards Data ScienceData Anonymization with AutoencodersHow to anonymize the data while preserving its predictive power.·8 min read·Nov 28, 2020--1--1
Shuyi YanginTowards Data ScienceKeyword Extraction: from TF-IDF to BERTHow to perform keyword extraction in Python with TF-IDF, TextRank, TopicRank, YAKE!, and KeyBERT.·6 min read·Nov 25, 2020--2--2
Shuyi YanginAnalytics VidhyaSpatial AutoRegressive (SAR) Models EstimationHow to estimate the coefficients of a Spatial AutoRegressive model with Maximum Likelihood or Bayesian Estimation.·7 min read·Nov 13, 2020----
Shuyi YanginTowards Data ScienceData Scientist: from zero to heroHow to become a great data scientist and remain updated with the latest algorithms and technologies.·12 min read·Nov 9, 2020--1--1
Shuyi YanginTowards Data ScienceApache Kafka: Docker Container and examples in PythonHow to install Kafka using Docker and produce/consume messages in Python·5 min read·Aug 19, 2020--2--2
Shuyi YanginTowards Data ScienceBasic 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.·5 min read·Jul 27, 2020----
Shuyi YanginTowards Data ScienceHow 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…·3 min read·Jul 19, 2020----
Shuyi YanginTowards Data ScienceHow to query Neo4j from PythonUsing Neo4j in Python: a quick and dirty introduction to Neo4j Python Driver and Cypher Query Language.·6 min read·Jul 14, 2020--5--5