AI & ML Explained for MLOps Engineers | MLOps EP 2
Sandip Das
0:00 / 0:00
AI & ML Explained for MLOps Engineers | MLOps EP 2
1 903 просмотра · 1 г. назад
Sandip Das
115 тыс. подписчиков
1 903 просмотра · 1 г. назад
In this video, I break down AI & ML concepts in a simple and practical way, specifically for MLOps engineers and tech professionals. This is part of my MLOps series, where I explore key concepts related to Artificial Intelligence (AI), Machine Learning (ML), and their real-world applications in modern DevOps workflows.
📌 Topics Covered :
⏳ 00:00 - Introduction
⏳ 00:27 - What is AI?
⏳ 01:37 - What is Machine Learning (ML)?
⏳ 02:22 - What is an ML Model and ML Model Training Process?
⏳ 03:53 - Foundational Models & Hugging Face
⏳ 08:42 - What are Large Language Models (LLMs)?
⏳ 12:01 - Generative AI & How It Works
⏳ 14:00 - What is Retrieval-Augmented Generation (RAG)?
⏳ 16:30 - Amazon Bedrock & Its Role in AI/ML
⏳ 18:12 - Conclusion & What's Next in MLOps?
🚀 Why Watch This Video?
Whether you’re new to MLOps or looking to deepen your understanding of ML infrastructure, AI-powered DevOps, and cloud-based ML models, this video will help you grasp key AI & ML fundamentals.
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📢 Drop a comment on what AI/ML topics you'd like me to cover next!
#MLOps #MachineLearning #ArtificialIntelligence #LLM #GenerativeAI #HuggingFace #AmazonBedrock #AIforDevOps #AIinCloud #AIModels
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