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…Sep 3, 20239Sep 3, 20239
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.Aug 15, 2023Aug 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 CollaboratoryJun 21, 20231Jun 21, 20231
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…May 28, 20235May 28, 20235
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…May 18, 20232May 18, 20232
Armin Norouzi, Ph.DinLevel Up CodingComprehensive Metrics Guide for Evaluating Recommendation SystemsExplore metrics for recommendation systems, including similarity, predictive accuracy, classification, ranking, user engagement, and…Jun 18Jun 18
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…May 13May 13
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 efficiencyApr 22Apr 22
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.Apr 4Apr 4
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…Mar 26Mar 26
