ANOLYTICS

Pınar Ersoy

Fine-tuning Llama 3: 70B for Code-Related Tasks

A Deep Dive into PyTorch FSDP and Q-LoRA

5 min readMay 8, 2024

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Fine-tuning Llama 3: 70B for Code-Related Tasks

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Pınar Ersoy

Advancing Log Interpretation on Distributed Environments: A Technical Deep Dive for Mistral 7B…

A Deeper Look into Mistral 7B Architecture

4 min readApr 6, 2024

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Advancing Log Interpretation on Distributed Environments: A Technical Deep Dive for Mistral 7B…

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Pınar Ersoy

Offline Large Language Models: Embracing the Power without Internet Dependency

An End-to-End Guide to Liberate the Potential of Language Models from Internet Reliance

16 min readFeb 26, 2024

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Offline Large Language Models: Embracing the Power without Internet Dependency

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Pınar Ersoy

Building End-to-End Machine Learning Pipelines with Amazon SageMaker: A Step-by-Step Guide

A Deeper Look Into Amazon SageMaker Features

9 min readJan 6, 2024

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Building End-to-End Machine Learning Pipelines with Amazon SageMaker: A Step-by-Step Guide

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Pınar Ersoy

Types of Pattern Mining Approaches with Spark

How to Apply Different Types of Pattern Mining Models with Spark — A PySpark Guide to Implement Frequent Pattern Mining

4 min readDec 6, 2023

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Types of Pattern Mining Approaches with Spark

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Rayan Potter

Liquid Neural Networks: Adept Invention for Adabtable Self-driving Cars

Hey fellow tech enthusiasts. Are you contemplating and envisioning your autonomous vehicle on the road being able to be adjust, adapt as…

3 min readOct 23, 2023

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Liquid Neural Networks: Adept Invention for Adabtable Self-driving Cars

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Pınar Ersoy

The Next Generation Video Processing Technology: A Guide to AWS DeepLens

Internet of Things applications can handle more information operations owing to computational frameworks and improvements in hardware.

12 min readOct 23, 2023

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The Next Generation Video Processing Technology: A Guide to AWS DeepLens

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Indraneel Dutta Baruah

All you need to know about encoding techniques!

How to use label encoding, one hot encoding, catboost encoding, etc. along with its Python implementation!

14 min readSep 30, 2023

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All you need to know about encoding techniques!

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Rayan Potter

Facial Recognition: A Double-Edged Sword in Law Enforcement and Society

Smile, you are being watched.” Over the past few years, facial recognition technology has captivated the world with its awe and…

5 min readJun 23, 2023

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facial recognition

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Rayan Potter

Driving Smarter, Saving Smarter: How ADAS Can Trim Your Expenses

A cutting-edge feature or innovation in the automobile industry usually saves the driver and passengers’ lives but unfortunately, attacks…

4 min readJun 2, 2023

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adas

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Rayan Potter
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