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Research Debt
Machine Learning

Research Debt

Techwavie July 15, 2026

Achieving a research-level understanding of most topics is like climbing a mountain. Aspiring researchers must…

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Getting Started with Conductor for Gemini CLI
Machine Learning
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Getting Started with Conductor for Gemini CLI

ย  #ย Introduction ย When you open Gemini CLI, describe a feature you need to build, and…

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July 14, 2026
Agentic RAG: Let the Agent Search
Machine Learning
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Agentic RAG: Let the Agent Search

application we build is a RAG app. The recipe is simple: chunk, embed, retrieve, then…

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July 13, 2026
Why Momentum Really Works
Machine Learning
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Why Momentum Really Works

Step-size ฮฑ = 0.02 Momentum ฮฒ = 0.99 We often think of Momentum as a…

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July 12, 2026
Fine-Tuning Explained for Noobs (How Pretrained Models Learn New Skills)
Machine Learning
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Fine-Tuning Explained for Noobs (How Pretrained Models Learn New Skills)

ย  #ย Inroduction ย This article is part of my noob series where we write about the…

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July 11, 2026
PySpark for Beginners: Building Intermediate-Level Skills
Machine Learning
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PySpark for Beginners: Building Intermediate-Level Skills

my first two articles in this series, youโ€™ve already covered a lot of ground. You…

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July 10, 2026
Feature Visualization
Machine Learning
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Feature Visualization

There is a growing sense that neural networks need to be interpretable to humans. The…

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July 9, 2026
How to Clean Messy CSV Files with Python: A Beginnerโ€™s Guide
Machine Learning
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How to Clean Messy CSV Files with Python: A Beginnerโ€™s Guide

ย  #ย Introduction ย When you are just starting out with data analysis, one of the first…

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July 8, 2026
Proxy-Pointer RAG: Temporal Reasoning Without Semantic Precompilation
Machine Learning
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Proxy-Pointer RAG: Temporal Reasoning Without Semantic Precompilation

Retrieval-Augmented Generation (RAG) has evolved rapidly in recent times. The original RAG paradigm was designed…

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July 7, 2026
Sequence Modeling with CTC
Machine Learning
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Sequence Modeling with CTC

Introduction Consider speech recognition. We have a dataset of audio clips and corresponding transcripts. Unfortunately,…

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July 6, 2026

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