This document groups multiple solutions for short data science problems. Here I propose some code snippets , system design architectures or short articles describing a solution for a particular problem.
- System design for an ML training architecture using online and batch learning to solve an anomaly detection problem: https://t.co/7PqZh9yQ83
- Comparing Databases: https://github.com/AsmaZgo/DataScienceMulti/blob/master/Database_comparing.MD
- Jupyter notebook for semi supervised learning using Label propagation: https://github.com/AsmaZgo/DataScienceMulti/blob/master/credit-risk-data-semi-supervised.ipynb
- Databricks notebook for Text summary using HuggingFace LLMs inside of a Spark Dataframe: https://github.com/AsmaZgo/DataScienceMulti/blob/master/TextSummaryDatabricksHF.ipynb
- https://medium.com/@zgolliasma/tigergraph-overview-50c949272a5d
- https://medium.com/@zgolliasma/what-is-the-future-of-ai-adoption-4d74c35ab957
- will be released soon : NLP blogs about transformers