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Pınar Ersoy

Pınar Ersoy
in
ANOLYTICS

Retrieval-Augmented Generation (RAG) as the Future of Information Retrieval in Generative AI

In the modern era, we are overwhelmed by an extraordinary stream of information. Each email sent, every document handled, and every…

Aug 31

Retrieval-Augmented Generation (RAG) as the Future of Information Retrieval in Generative AI

Aug 31

Pınar Ersoy
in
ANOLYTICS

Optimal Execution Strategies for Llama 3.1

Meta’s Llama 3.1 series represents a significant advancement in large language models (LLMs), pushing the boundaries of natural language…

Jul 26

Optimal Execution Strategies for Llama 3.1

Jul 26

Pınar Ersoy
in
ANOLYTICS

Revolutionizing Code Review with Large Language Models: A Deep Dive into code2prompt and its Peers

The code review process, a vital component of software development, frequently requires assistance to overcome obstacles such as time…

Jun 21

Revolutionizing Code Review with Large Language Models: A Deep Dive into code2prompt and its Peers

Jun 21

Pınar Ersoy
in
ANOLYTICS

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

A Deep Dive into PyTorch FSDP and Q-LoRA

May 8

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

May 8

Pınar Ersoy
in
ANOLYTICS

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

A Deeper Look into Mistral 7B Architecture

Apr 6

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

Apr 6

Pınar Ersoy
in
ANOLYTICS

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

Feb 26

Offline Large Language Models: Embracing the Power without Internet Dependency

Feb 26

Pınar Ersoy
in
ANOLYTICS

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

A Deeper Look Into Amazon SageMaker Features

Jan 6

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

Jan 6

Pınar Ersoy
in
ANOLYTICS

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

Dec 6, 2023

Types of Pattern Mining Approaches with Spark

Dec 6, 2023

Pınar Ersoy
in
ANOLYTICS

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.

Oct 23, 2023

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

Oct 23, 2023

Pınar Ersoy
in
Towards Data Science

Serving ML models with Apache Spark

An end-to-end guide on how to serve models with PySpark

Sep 13, 2022

Serving ML models with Apache Spark

Sep 13, 2022

Pınar Ersoy

Pınar Ersoy

Senior Lead Data Scientist @Dataroid, BSc Software & Industrial Engineer, MSc Software Engineer https://www.linkedin.com/in/pinarersoy/

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