Pınar ErsoyinANOLYTICSFine-tuning Llama 3: 70B for Code-Related TasksA Deep Dive into PyTorch FSDP and Q-LoRA5 min read·May 8, 2024----
Pınar ErsoyinANOLYTICSAdvancing Log Interpretation on Distributed Environments: A Technical Deep Dive for Mistral 7B…A Deeper Look into Mistral 7B Architecture4 min read·Apr 6, 2024----
Pınar ErsoyinANOLYTICSOffline Large Language Models: Embracing the Power without Internet DependencyAn End-to-End Guide to Liberate the Potential of Language Models from Internet Reliance16 min read·Feb 26, 2024----
Pınar ErsoyinANOLYTICSBuilding End-to-End Machine Learning Pipelines with Amazon SageMaker: A Step-by-Step GuideA Deeper Look Into Amazon SageMaker Features9 min read·Jan 6, 2024----
Pınar ErsoyinANOLYTICSTypes of Pattern Mining Approaches with SparkHow to Apply Different Types of Pattern Mining Models with Spark — A PySpark Guide to Implement Frequent Pattern Mining4 min read·Dec 6, 2023----
Pınar ErsoyinANOLYTICSThe Next Generation Video Processing Technology: A Guide to AWS DeepLensInternet of Things applications can handle more information operations owing to computational frameworks and improvements in hardware.12 min read·Oct 23, 2023----
Pınar ErsoyinTowards Data ScienceServing ML models with Apache SparkAn end-to-end guide on how to serve models with PySpark20 min read·Sep 13, 2022----
Pınar ErsoyinTowards Data ScienceModel Prediction and Distribution with SparkHow to Implement and Distribute Machine Learning Models with Spark — A PySpark Implementation3 min read·May 16, 2022----
Pınar ErsoyinTowards Data ScienceCausation, Not Correlation — The Nature of Causal InferenceThe Causality Modeling Approach of Structural Causal Model5 min read·Feb 4, 2022----
Pınar ErsoyinTowards Data ScienceSpark 3.2: Session Windowing Feature for Streaming DataThe Implementation of Session Windowing with PySpark on Spark 3.27 min read·Nov 8, 2021----