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Create: 2025-04-20 Update: 2025-07-13 23:32:10

📂 8 Steps to Mastering MLOps
✅ For data scientists

⏯️ Introduction to MLOps

📎 MLOps Zoomcamp

📎 Neptune Blog

➖➖➖➖➖➖

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

⚡️

BEST DATA SCIENCE CHANNELS ON TELEGRAM

🌟

Python | Machine Learning | Coding | R

📂 8 Steps to Mastering MLOps
✅ For data scientists

⏯️

Introduction to MLOps

📎

MLOps Zoomcamp

📎

Neptune Blog

➖

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

⚡️

BEST DATA SCIENCE CHANNELS ON TELEGRAM

🌟

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📂 8 Steps to Mastering MLOps

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