PinnedLan ChuinTowards AIGenAI’s products: Move fast and failBuilding a cool and fancy demo is easy, building a final product is not.·13 min read·Dec 3, 2023--16--16
PinnedLan ChuinTowards AILLM Output — Evaluating, debugging and interpreting.LLMs are not useful if they are not sufficiently accurate.·19 min read·Dec 29, 2023--3--3
PinnedLan ChuinTowards AIDo You Understand Me? Human and Machine IntelligenceCan we ever understand human intelligence and make computers intelligent in the same way?·16 min read·Dec 9, 2023--10--10
PinnedLan ChuinTowards Data ScienceImplementing a Data Lake or Data Warehouse Architecture for Business Intelligence?This article explains what business intelligence is, the process to deliver BI and compare a DWH and Data Lake architecture for doing BI.·13 min read·Jul 6, 2020--16--16
PinnedLan ChuinTowards AIModel Explainability - SHAP vs. LIME vs. Permutation Feature ImportanceExplaining the way I would explain to my 90 year-old grandmother…·11 min read·Jul 22, 2022--2--2
Lan ChuinLevel Up CodingWhere is AI headed? It is about agents.“AI agent workflows will drive massive AI progress this year — perhaps even more than the next generation of foundation models.” — Andrew…·8 min read·5 days ago----
Lan ChuinLevel Up CodingGetting structured information out of imagesUsing the latest and most advanced OpenAI’s model called GPT-4o·5 min read·May 21, 2024--4--4
Lan ChuinLevel Up CodingWorking with PDFs: The best tools for extracting text, tables and imagesWith PyPDF, Camelot, Tabular, Adobe API·9 min read·Apr 30, 2024--8--8
Lan ChuinThe Data PerspectivesHow to win friends and influence people as a data scientist·7 min read·Jan 28, 2024----
Lan ChuinThe Data PerspectivesUse ChatGPT to learn the way others don’tWelcome the Protégé Effect and learn faster!·5 min read·Jan 8, 2024--1--1