Скачать или смотреть 03 Hands-On: AWS SageMaker Jupyter Notebooks - AWS Sagemaker Studio AI

Description:
🚀 Create Your First AWS SageMaker Notebook Instance - Complete Walkthrough!
Ready to get hands-on with machine learning in the cloud? This step-by-step tutorial shows you exactly how to create, configure, and use your first SageMaker notebook instance - no DevOps experience needed!
🎯 What You'll Learn: ✅ Create SageMaker notebook instance from scratch ✅ Choose the right instance type (ml.t3.medium vs ml.m5.large) ✅ Configure IAM roles and permissions properly ✅ Access Jupyter with pre-installed ML frameworks ✅ Run your first ML code in the cloud ✅ Upload data to S3 directly from notebooks ✅ Cost-saving tips and auto-stop configuration
🔧 Hands-On Demo Includes:
Complete AWS Console walkthrough
Setting up conda environments (Python 3, TensorFlow, PyTorch)
Writing and executing Python ML code
Data visualization with matplotlib
S3 integration for data storage
Best practices for cost optimization
💰 Cost-Saving Tips:
Use ml.t3.medium for development (cost-effective)
Set up auto-stop after 15 minutes of inactivity
Always stop instances when not in use
Proper storage management (5GB is usually enough)
📋 Prerequisites:
AWS account with SageMaker access
Basic IAM permissions
That's it! SageMaker handles the rest
🎓 Perfect For:
ML beginners wanting hands-on cloud experience
Data scientists new to AWS
Anyone following the SageMaker tutorial series
Developers transitioning to cloud ML
💡 What You Get Out of the Box:
Multiple conda environments pre-configured
Popular ML libraries (pandas, numpy, scikit-learn)
Deep learning frameworks (TensorFlow, PyTorch, MXNet)
Direct S3 integration
Terminal access for advanced users
🔗 Useful Resources:
AWS Labs Playlist:    • Complete AWS SageMaker Course  
Udemy Course:https://www.udemy.com/course/gnishant...

💬 QUESTIONS? Drop them in the comments below and I'll help you troubleshoot!

👍 If this tutorial helped you, please LIKE and SUBSCRIBE for more AWS content!
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Nishant Gupta
AWS Cloud Expert | Udemy Instructor | Tech Blogger
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