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Lite Series

How to Navigate the Data Job Market for Data Scientist and Recent Graduate
NBD Lite #53: Few insider tips and research-backed strategies to break into the field
 • Cornellius Yudha Wijaya
9 Chunking Strategies to Improve RAG Performance
NBD Lite #52 How you splitting your data can affect the RAG performance
 • Cornellius Yudha Wijaya
Explainable RAG for More Trustworthy System
NBD Lite #51 Evaluate both the retrieval and generation in systematic ways
 • Cornellius Yudha Wijaya
Enhance RAG Accuracy with Corrective-RAG (CRAG)
NBD Lite #50 Implement self-reflection for the retrieved documents
 • Cornellius Yudha Wijaya
Improve RAG Output With Enhanced Retrieval Techniques
NBD Lite#49 Techniques to used for RAG retrieval process
 • Cornellius Yudha Wijaya
Building Guardrail Around Your RAG Pipeline
NBD Lite #48 - Why RAG Systems Fail—And How to Fortify Them
 • Cornellius Yudha Wijaya
RAG Reranking To Elevate Retrieval Results
NBD Lite #47 How Reranking Enhances Precision and Relevance
 • Cornellius Yudha Wijaya
Evaluating RAG with LLM-as-a-Judge: A Guide to Production Monitoring
NBD Lite #46 - Bringing AI Judgments to RAG Monitoring in Live Environments
 • Cornellius Yudha Wijaya
Simple RAG Implementation With Contextual Semantic Search
NBD Lite #45 - Enhancing AI Outputs with Semantic Understanding
 • Cornellius Yudha Wijaya
Semantic Data Analysis with LOTUS: A Query Engine Powered by LLMs
NBD Lite - #44 Powerful Pandas-like API for semantically manipulating your data
 • Cornellius Yudha Wijaya
Mastering SmolAgents: Building AI Agents with Tools
NBD Lite #41 - Transform Ideas into AI Agents with SmolAgents Tools
 • Cornellius Yudha Wijaya
Getting Started with HuggingFace Smolagents: Build Intelligent Agents in Minutes
NBD Lite #41 - Agents that build actions in code
 • Cornellius Yudha Wijaya
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