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Python | Machine Learning | Coding | R
62.6K subscribers
Python | Machine Learning | Coding | R
📂 8 Steps to Mastering MLOps
✅ For data scientists


⏯️ Introduction to MLOps

📎 MLOps Zoomcamp

📎 Neptune Blog

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2️⃣ Model Management

📎 ML Model Registry

📎 ML Experiment Tracking

📎 Experiment Tracking

➖➖➖➖➖➖

3️⃣ Building a pipeline of models

📎 Building End-to-End ML Pipelines

📎 Orchestration Tools

📎 Orchestration & ML Pipelines

➖➖➖➖➖➖

4️⃣ Monitoring models

📎 Evidently AI Blog

📎 NannyML Blog

📎 Model Monitoring

➖➖➖➖➖➖

5️⃣ Introduction to Docker

📎 Docker Tutorial

➖➖➖➖➖➖

6️⃣ Designing ML systems

📎 Designing ML Systems

📎 ML System Design Patterns

📎 ML System Design Interview

➖➖➖➖➖➖

7️⃣ Sample projects

📎 Evidently AI Database

📎 LLMOps Case Studies

➖➖➖➖➖➖

8️⃣ Comprehensive roadmap

📎 MLOps Roadmap 2024

#MLOps #MachineLearning #DataScience #AI #ModelMonitoring #MLPipelines #Docker #MLSystemDesign #ExperimentTracking #LLMOps #NeuralNetworks #DeepLearning #AITools #MLProjects #MLOpsRoadmap


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