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Iago Modesto BrandãoBest Practices of Software Engineering applied to Machine Learning codeIn the field of Data Science and Machine Learning, developing sustainable and effective models is a must. This can be achieved not just…Sep 21, 2023Sep 21, 2023
Iago Modesto BrandãoBuilding an Product Search using Open Source LLMs: Langchain, Hugging Face and ChromaIntroductionAug 13, 2023Aug 13, 2023
Iago Modesto BrandãoincasasbahiatechMAGI: ViaHub’s Machine Learning PlatformWritten by: Team MLOpsJul 21, 2023Jul 21, 2023
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Iago Modesto BrandãoWhat is MLOps, after all?Unlocking the Full Potential of Machine LearningJul 20, 2023Jul 20, 2023
Iago Modesto BrandãoDesign Patterns for Machine Learning: IntroductionIn the realm of programming, a design pattern is essentially a repeatable, optimal solution to a commonly occurring problem. It’s not a…Jul 10, 2023Jul 10, 2023
Iago Modesto BrandãoNavigating Feature Drift with Ablation AnalysisA continually evolving landscape of data often leads to a significant, yet subtle, problem known as feature drift. It can quietly undermine…Jun 26, 2023Jun 26, 2023
Iago Modesto BrandãoNavigating MLOps Trends for 2023: From Operational Efficiency to KubernetesIntroductionJun 13, 2023Jun 13, 2023