Pouya HallajExploring Attacks on Large Language Models (LLMs): From Prompt Injection to Jailbreaking and BeyondExplore the most critical attacks targeting large language models (LLMs), from prompt injection to data poisoning.2d ago2d ago
Pouya HallajUsing Data Without Using it! A New Era of Data Science with PySyftHow to use the Data without compermising privacyAug 27Aug 27
Pouya HallajEffective Communication in AI Teams: A Key to SuccessEffective communication in AI teams is just as crucial as technical expertise in achieving project goals.Aug 6Aug 6
Pouya HallajThe Chain Rule⛓️: Unveiling Its Relevance in Machine LearningCalculus might seem like a distant memory from high school or college days for many, but its principles are woven into the fabric of…Jun 1Jun 1
Pouya HallajThe Evolution of Chatbots: Understanding the Shift from Simple Scripts to AI-Driven Conversational…How we came from simple chat bots to ChatGPT!Apr 27Apr 27
Pouya HallajSQL Cheat Sheet: A Comprehensive Guide for BeginnersUnlock the power of SQL with this easy-to-follow guide! From basic commands to advanced operations, a handy cheat sheet for quick…Apr 15Apr 15
Pouya HallajMissing Data: Navigating the MazeLearn how to handle missing values from your datasetMar 6Mar 6
Pouya HallajDecoding Data: The Art of Exploratory AnalysisIn my journey through data science, EDA has been a constant companion. It’s more than just a step in the process; it’s a mindsetFeb 20Feb 20
Pouya HallajHow to Tame Noisy Training Loss in Deep Learning: Strategies and TipsA noisy training loss can obscure the true performance of a model, making it challenging to diagnose problems and improve accuracy.Jan 111Jan 111
Pouya HallajAn Introduction to Retrieval-Augmented GenerationIn the dynamic world of artificial intelligence and natural language processing (NLP), a new paradigm is emerging that promises to…Jan 2Jan 2