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Pınar Ersoy

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ANOLYTICS

Mastering Prompt Engineering: Techniques and Best Practices for Large Language Models

The designing of prompts has become an indispensable skill necessary for successful interaction with the Large Language Models which…

Oct 21

Mastering Prompt Engineering: Techniques and Best Practices for Large Language Models

Oct 21

Published in
ANOLYTICS

A Comprehensive Review of Embedding Techniques in Retrieval-Augmented Generation for LLMs

The incorporation of Retrieval-Augmented Generation (RAG) with Large Language Models (LLMs) has significantly transformed the field of…

Sep 30

A Comprehensive Review of Embedding Techniques in Retrieval-Augmented Generation for LLMs

Sep 30

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Pınar Ersoy

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

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