PinnedChayma ZatoutinTowards Data ScienceA Key Start to MLOps: Exploring Its Essential ComponentsA Beginner-Friendly Introduction to MLOps·9 min read·Nov 9, 2023--2--2
PinnedChayma ZatoutinBetter ProgrammingIntroduction to Point Cloud ProcessingHow to create and visualize point clouds5 min read·Sep 13, 2022--3--3
Chayma ZatoutinTowards Data ScienceA Beginner-Friendly Introduction to LLMsA first step to Large Language Models·13 min read·May 10, 2024--2--2
Chayma ZatoutinTowards Data ScienceGit Workflow for Machine Learning Projects: the Git Workflow I use in my ProjectsA Simple Git Workflow for Machine Learning and Data Science Projects·6 min read·Feb 16, 2024----
Chayma ZatoutinTowards Data ScienceMastering Git: The 3 Essential Workflows for Efficient Version ControllingGit Workflows for an Elegant Development Journey·8 min read·Feb 3, 2024--2--2
Chayma ZatoutinTowards Data ScienceTesting in Practice: Code, Data and ML ModelA guide to testing in MLOps·11 min read·Jan 12, 2024----
Chayma ZatoutinTowards Data ScienceVersion Controlling in Practice: Data, ML Model, and CodeA Step-by-Step Guide to Versioning in MLOps·13 min read·Dec 2, 2023----
Chayma ZatoutinTowards Data ScienceIntroduction to MLOps PrinciplesA beginner-friendly introduction to MLOps·9 min read·Oct 30, 2023--2--2
Chayma ZatoutinTowards Data ScienceManaging Multiple CUDA Versions on a Single Machine: A Comprehensive GuideHow to Handle Different CUDA Versions in Your Development Environment·6 min read·Oct 27, 2023--2--2
Chayma ZatoutinTowards Data ScienceStructuring Your Machine Learning Project with MLOps in MindMLOps in Action: Project Structuring·14 min read·Mar 16, 2023--5--5