Download Udemy - MLflow for MLOps and LLMOps - Master MLflow with Databricks torrent

Udemy - MLflow for MLOps and LLMOps - Master MLflow with Databricks

Torrent:	Udemy - MLflow for MLOps and LLMOps - Master MLflow with Databricks
Description:	MLflow for MLOps & LLMOps: Master MLflow with Databricks https://WebToolTip.com Published 4/2026 Created by Rahul Jha MP4 \| Video: h264, 1280x720 \| Audio: AAC, 44.1 KHz, 2 Ch Level: Intermediate \| Genre: eLearning \| Language: English \| Duration: 29 Lectures ( 6h 28m ) \| Size: 3 GB Learn MLflow for experiment tracking, model registry, model deployment, prompt management, and Databricks AI Functions What you'll learn ✓ Understand how MLflow works internally and how it fits into real MLOps workflows for experiment tracking, model lifecycle management, and deployment. ✓ Track machine learning experiments using MLflow by logging parameters, metrics, artifacts, and runs in a structured and reproducible way. ✓ Build and manage ML models using MLflow Model Registry including versioning, lineage tracking, and production model management. ✓ Deploy ML models as REST APIs using MLflow’s built-in model serving capabilities for real-time inference. ✓ Implement LLMOps workflows using MLflow including prompt registry, prompt versioning, evaluation, and prompt management. ✓ Integrate MLflow with Databricks to manage machine learning experiments and production ML pipelines. ✓ Use Databricks AI Functions to perform tasks like sentiment analysis, classification, text extraction, and schema extraction using SQL. ✓ Build an end-to-end ML workflow including experiment tracking, model logging, model registry, and deployment. Requirements ● Basic understanding of Python programming ● Familiarity with machine learning concepts such as models, datasets, and training ● A computer capable of running Python and Jupyter / VS Code ● A free Databricks account (we will show how to set it up) ● Curiosity to understand how real MLOps and LLMOps systems work in production
Downloads:	47
Category:	Other /Tutorials
Size:	3 GB
Show Files »	[ WebToolTip.com ] Udemy - MLflow for MLOps and LLMOps - Master MLflow with Databricks Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 1 - Introduction 1. Introduction.mp4 (18.6 MB) 2 - Mlops using mlflow 10. Serving models using mlflow and real time endpoints.mp4 (55.4 MB) 2. Why mlflow exists.mp4 (88.3 MB) 3. Mlflow setup from scratch.mp4 (49.0 MB) 4. Experiments and Runs.mp4 (58.9 MB) 5. Backend store and Artifact store.mp4 (73.5 MB) 6. Things we can log using mlflow.mp4 (144.3 MB) 7. Manual and Auto logging in MLFLOW.mp4 (67.3 MB) 8. Nested Runs in MLFLOW.mp4 (41.5 MB) 9. MLFLOW Model Registry.mp4 (55.6 MB) 3 - LLMOps using mlflow 11. Prompt registry in mlflow.mp4 (93.1 MB) 12. Loading prompts from registry.mp4 (61.7 MB) 13. Prompt Evaluation (Part-1).mp4 (94.1 MB) 14. Prompt Evaluation (Part -2 ).mp4 (113.5 MB) 15. Custom Scorers in Prompt Evaluation.mp4 (68.8 MB) 16. AI Gateway in MLFLOW.mp4 (119.0 MB) 17. Observability and Monitoring of GenAI applications using mlflow.mp4 (138.2 MB) 18. Prompt Evaluation Project.mp4 (364.0 MB) 4 - Databricks - Mlflow 19. Mlflow on Databricks.mp4 (524.2 MB) 20. Deploy huggingface model on Databricks.mp4 (367.8 MB) 5 - Databricks AI functions 21. Intro.mp4 (11.5 MB) 22. Data Ingestion.mp4 (58.5 MB) 23. AI Sentiment Classification.mp4 (47.8 MB) 24. AI classification.mp4 (43.1 MB) 25. AI Extraction.mp4 (52.9 MB) 26. AI Fix Grammar.mp4 (22.1 MB) 27. Generic AI Query Function.mp4 (105.0 MB) 28. Structured Schema Extraction using AI Query.mp4 (28.3 MB) 29. End to End Project - Creating Databricks Batch Job for Sentiment Prediction.mp4 (100.4 MB) Bonus Resources.txt (0.1 KB) files
Added:	2026-04-18 18:47:33
Language:	English
Peers:	Seeders : 23 , Leechers : 10
Tags:	Development Data Science MLOps Udemy
Release name:	Udemy - MLflow for MLOps and LLMOps - Master MLflow with Databricks
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