--- title: Learn MLOps with MLflow and Databricks | daily.dev description: A 5-hour freeCodeCamp course on MLflow covers the full ML lifecycle from experiment tracking to production deployment. Topics include managing model parameters... canonical: https://daily.dev/posts/learn-mlops-with-mlflow-and-databricks-ipfuvfyaw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Learn MLOps with MLflow and Databricks | daily.dev og:description: A 5-hour freeCodeCamp course on MLflow covers the full ML lifecycle from experiment tracking to production deployment. Topics include managing model parameters... og:url: https://daily.dev/posts/learn-mlops-with-mlflow-and-databricks-ipfuvfyaw og:image: https://api.daily.dev/og/posts/IPFuvFyaW.png og:image:alt: Learn MLOps with MLflow and Databricks og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Learn MLOps with MLflow and Databricks **[freeCodeCamp](https://daily.dev/sources/freecodecamp)** · 1 min read · 2 upvotes · 0 comments ## Summary A 5-hour freeCodeCamp course on MLflow covers the full ML lifecycle from experiment tracking to production deployment. Topics include managing model parameters and metrics, LLM ops with prompt versioning, AI Gateway for multi-provider model management, LLM-as-a-judge evaluation, and integration with Databricks and Hugging Face for enterprise-scale model serving and monitoring. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [MLOps Frameworks: A Complete Guide to Tools and Platforms for Production ML](https://daily.dev/posts/mlops-frameworks-a-complete-guide-to-tools-and-platforms-for-production-ml-9lesjcmcn) · databricks · 1 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#databricks](https://daily.dev/tags/databricks), [#mlops](https://daily.dev/tags/mlops), [#llmops](https://daily.dev/tags/llmops) [View this post on daily.dev](https://daily.dev/posts/learn-mlops-with-mlflow-and-databricks-ipfuvfyaw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Learn MLOps with MLflow and Databricks","url":"https://daily.dev/posts/learn-mlops-with-mlflow-and-databricks-ipfuvfyaw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/learn-mlops-with-mlflow-and-databricks-ipfuvfyaw"},"datePublished":"2026-03-05T17:18:41.730Z","dateModified":"2026-03-05T17:18:59.298Z","description":"A 5-hour freeCodeCamp course on MLflow covers the full ML lifecycle from experiment tracking to production deployment. 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