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Start Here: Non-Brand Data
A structured way to build practical data skills without learning randomly.
Mar 17, 2025
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Cornellius Yudha Wijaya
7
1
Simple RAG Implementation With Contextual Semantic Search
NBD Lite #45 - Enhancing AI Outputs with Semantic Understanding
Jan 21, 2025
•
Cornellius Yudha Wijaya
41
4
4
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Everything included in Non-Brand Data. Updated: February 2026
4 hrs ago
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Cornellius Yudha Wijaya
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Python Packages for Automated EDA You Should Use
Dec 16, 2023
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Cornellius Yudha Wijaya
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20 Pandas One-Liners That Can Save You Hours of Work
May 26, 2025
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Cornellius Yudha Wijaya
47
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Simple RAG Implementation With Contextual Semantic Search
Jan 21, 2025
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Cornellius Yudha Wijaya
41
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Understanding AI Agents Foundations from Google's Latest Whitepaper
Jan 5, 2025
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Cornellius Yudha Wijaya
7
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Breaking Down the Classification Report from Scikit-Learn - NBD Lite #6
Sep 11, 2024
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Cornellius Yudha Wijaya
4
1
One-vs-All vs. One-vs-One. Which Multi-Class Classification Strategies is Better? - NBD Lite #24
Oct 7, 2024
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Cornellius Yudha Wijaya
9
1
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RAG-To-Know🔍
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RAG Evaluation Monitoring and Logging with Opik
NBD Lite #53 How you splitting your data can affect the RAG performance
May 14, 2025
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Cornellius Yudha Wijaya
7
2
9 Chunking Strategies to Improve RAG Performance
NBD Lite #52 How you splitting your data can affect the RAG performance
Mar 10, 2025
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Cornellius Yudha Wijaya
6
1
Explainable RAG for More Trustworthy System
NBD Lite #51 Evaluate both the retrieval and generation in systematic ways
Feb 14, 2025
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Cornellius Yudha Wijaya
3
Enhance RAG Accuracy with Corrective-RAG (CRAG)
NBD Lite #50 Implement self-reflection for the retrieved documents
Feb 6, 2025
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Cornellius Yudha Wijaya
5
career
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The Portfolio Rubric Data Science Hiring Managers Use
A practical hiring-manager style framework that you can use
Jan 20
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Cornellius Yudha Wijaya
8
14 Portfolio Projects That Demonstrate Real Business Value
Learn from these projects to improve your data career
Oct 28, 2025
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Cornellius Yudha Wijaya
9
1
10 Lessons Learned from Building Predictive Models
Subtle yet applicable lessons you should applied to be a better data scientist
Oct 13, 2025
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Cornellius Yudha Wijaya
4
1
Why Most Data Analysis Is Just Fancy Guesswork
Some truth you need to know about working with data
Sep 18, 2025
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Cornellius Yudha Wijaya
8
3
python
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Batch Screening Fundamentals with Financial Modeling Prep and Streamlit
Build a Lightweight Stock Screener For Your Fundamental Analysis
Jan 7
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Cornellius Yudha Wijaya
7
Building an Open-Source Microservice for Financial Data Retrieval with Financial Modelling Prep
Company-Fundamental Tracking Microservice that is Suitable For Your Requirements.
Dec 6, 2025
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Cornellius Yudha Wijaya
7
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Python 3.14: 12 Features You Can Use Today
The addition features you should not miss
Oct 22, 2025
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Cornellius Yudha Wijaya
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From Draft to Deployed: My Full Workflow for Building & Shipping a Predictive Modeling Product
See how a full predictive modeling product gets built and shipped.
Oct 2, 2025
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Cornellius Yudha Wijaya
4
1
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Recent posts
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Creating a Daily Bulk Ingestion Pipeline for Historical Price Data and Fundamentals
Automate your financial information in your database
Feb 19
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Cornellius Yudha Wijaya
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How to Build an Earnings Briefing Engine Using the FMP API
A repeatable pipeline that turns earnings prep into one-page briefs
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NBD Focus Map (Free PDF)
A simple 3-track plan to stop learning randomly and start shipping real work
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The Portfolio Rubric Data Science Hiring Managers Use
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