PinnedArmin Norouzi, Ph.DinArtificial CornerMastering Llama 2: A Comprehensive Guide to Fine-Tuning in Google ColabDive deep into Llama 2 — the cutting-edge NLP model. This guide covers everything from setup and loading to fine-tuning and deployment in…·30 min read·Sep 3, 2023--9--9
PinnedArmin Norouzi, Ph.DinTowards AIThe Zero Redundancy Optimizer (ZeRO): A Short Introduction with PythonUncover how Zero Redundancy Optimizer transforms data parallelism, boosting memory and computational efficacy.·6 min read·Aug 15, 2023----
PinnedArmin Norouzi, Ph.DinBetter ProgrammingPower of DocsGPT: A Tutorial on Querying PDF and Word DocumentsLearn to use DocsGPT, a tool leveraging OpenAI’s GPT for querying PDF, PowerPoint, and Word documents using Google Collaboratory·14 min read·Jun 21, 2023--1--1
PinnedArmin Norouzi, Ph.DinLevel Up CodingBuilding a Cutting-Edge Machine Learning Platform: A Step-by-Step GuideGet a complete guide to building a top-notch machine learning platform. Learn data and model management, hosting, experiments, and…·14 min read·May 28, 2023--5--5
PinnedArmin Norouzi, Ph.DinLevel Up CodingLLM Behind the Scenes: Exploring Transformers with TensorFlowUnleash the Potential of Language Models (LLMs) with Transformers and TensorFlow. This comprehensive tutorial takes you on a journey…·54 min read·May 18, 2023--2--2
Armin Norouzi, Ph.DinLevel Up CodingData Handling for ML Model Training: Techniques and Best PracticesLearn key strategies in data handling for machine learning projects, addressing challenges like bias, sampling, and labelling to boost…·22 min read·May 13, 2024----
Armin Norouzi, Ph.DinLevel Up CodingData Engineering: Enhancing Insights and Efficiency of Data SourcesLearn to optimize sources, serialization formats, and storage strategies to maximize data efficiency·19 min read·Apr 22, 2024----
Armin Norouzi, Ph.DinLevel Up CodingNavigating ML Objectives: From Data to ImpactAlign ML with business goals, ensure system robustness, and navigate the data vs. design debate for success.·14 min read·Apr 4, 2024----
Armin Norouzi, Ph.DinLevel Up CodingExploring Machine Learning Systems: A Comprehensive Guide for Real-World ChallengesExplore the essentials of deploying ML models in real-world settings with ‘Designing Machine Learning Systems’ — your guide to ML beyond…·16 min read·Mar 26, 2024----
Armin Norouzi, Ph.DinArtificial Intelligence in Plain EnglishUnlocking Insights: The Power of PCA in Machine LearningDiscover Principal Component Analysis (PCA) in machine learning for data reduction, identifying linear patterns, and improving algorithm…·14 min read·Mar 20, 2024----