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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Choosing the Right Metric: The Restaurant Inspector Who Judged Every Kitchen by Decor
sachin_krrajput profile

Choosing the Right Metric: The Restaurant Inspector Who Judged Every Kitchen by Decor

#machinelearning #datascience #python #beginners
Comments
9 min read
When Accuracy Is a Lying Metric: The Weather Forecaster Who Was 96% Accurate and Still Got Everyone Killed
sachin_krrajput profile

When Accuracy Is a Lying Metric: The Weather Forecaster Who Was 96% Accurate and Still Got Everyone Killed

#machinelearning #datascience #python #beginners
Comments
10 min read
AUC-ROC Explained: The Smoke Detector With a Sensitivity Dial and the One Number That Tells You If It's Any Good
sachin_krrajput profile

AUC-ROC Explained: The Smoke Detector With a Sensitivity Dial and the One Number That Tells You If It's Any Good

#machinelearning #datascience #python #beginners
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11 min read
How to Build AI Agents with LangChain
bernardkibathi profile

How to Build AI Agents with LangChain

#ai #python #machinelearning #llm
Comments 1
2 min read
Beyond RAG: Building Self Healing Vector Indexes with Elasticsearch for Production Grade Agentic Systems
mihirphalke1 profile

Beyond RAG: Building Self Healing Vector Indexes with Elasticsearch for Production Grade Agentic Systems

#elasticsearch #vectorsearch #rag #machinelearning
2
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13 min read
I stopped calling GPT-4 for the same classification task 10,000 times
veniyer profile

I stopped calling GPT-4 for the same classification task 10,000 times

#cli #llm #machinelearning #opensource
Comments 1
3 min read
Ethical and Adaptive Design for Voice AI: Seamless Language Switching Insights
callstacktech profile

Ethical and Adaptive Design for Voice AI: Seamless Language Switching Insights

#ai #voicetech #machinelearning #webdev
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12 min read
The Assumptions of Linear Regression: The GPS That Only Works on Straight, Flat Roads in Perfect Weather
sachin_krrajput profile

The Assumptions of Linear Regression: The GPS That Only Works on Straight, Flat Roads in Perfect Weather

#machinelearning #datascience #python #beginners
Comments
13 min read
Validation Set vs Test Set: The Student Who Aced Every Practice SAT But Bombed the Real One
sachin_krrajput profile

Validation Set vs Test Set: The Student Who Aced Every Practice SAT But Bombed the Real One

#machinelearning #datascience #python #beginners
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10 min read
Type I vs Type II Errors: The Fire Alarm That Cried Wolf vs The Fire Alarm That Slept Through Arson
sachin_krrajput profile

Type I vs Type II Errors: The Fire Alarm That Cried Wolf vs The Fire Alarm That Slept Through Arson

#machinelearning #datascience #python #beginners
Comments
11 min read
MAE vs MSE vs RMSE: Three Bosses With Very Different Philosophies on Punishing Late Employees
sachin_krrajput profile

MAE vs MSE vs RMSE: Three Bosses With Very Different Philosophies on Punishing Late Employees

#machinelearning #datascience #python #beginners
Comments
10 min read
R-Squared Explained: The Dart Player Who's Somehow WORSE Than Just Aiming at the Center
sachin_krrajput profile

R-Squared Explained: The Dart Player Who's Somehow WORSE Than Just Aiming at the Center

#machinelearning #datascience #python #beginners
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11 min read
PromptCache Part I: Stop Paying Twice for the Same LLM Answer
tasenikol profile

PromptCache Part I: Stop Paying Twice for the Same LLM Answer

#ai #machinelearning #python #opensource
Comments 2
3 min read
How Linear Regression Works: The Lazy Architect Who Drew One Line and Called It a Floor Plan
sachin_krrajput profile

How Linear Regression Works: The Lazy Architect Who Drew One Line and Called It a Floor Plan

#machinelearning #datascience #python #beginners
1
Comments
11 min read
Train/Validation/Test Split: Why Your Model Needs Practice, Dress Rehearsals, AND Opening Night
sachin_krrajput profile

Train/Validation/Test Split: Why Your Model Needs Practice, Dress Rehearsals, AND Opening Night

#machinelearning #datascience #python #beginners
Comments
10 min read
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