Sheharyar AkhtarinGoPenAIRetrieval Augmented Generation (RAG) SystemsThis article will give an overview of how LLMs work and how LLMs can be used to for building retrieval augmented generation (RAG) systemsAug 28Aug 28
Sheharyar AkhtarDecoding Chaos: Attractor Reconstruction and the Butterfly EffectExplore the intricacies of chaos theory and attractor reconstruction, revealing how these methods decode dynamic systems and their…Aug 26Aug 26
Sheharyar AkhtarAWS Rekognition: Building Your Image Detection PipelineHello everyone! I recently embarked on a journey to obtain an AWS certification, prompting me to delve into various services offered on the…Apr 27Apr 27
Sheharyar AkhtarData Manipulation Made Easy with data.tableDiscover the power of data.table in R for efficient and flexible data manipulation and analysis. Speed up your workflow with concise…Apr 23, 2023Apr 23, 2023
Sheharyar AkhtarinTowards Data ScienceBasics of Markov Chain Monte Carlo AlgorithmsThe aim of this article is to give a conceptual understanding of Markov Chains and why we use them.Sep 29, 2021Sep 29, 2021
Sheharyar AkhtarinTowards Data ScienceDetermining feature importance in Bayesian linear regressionHere we examine a method to determine the best features to use for training a Bayesian linear regression modelSep 11, 20211Sep 11, 20211