AWS SageMaker Professional ML: Real Dataset House Price Prediction
Level up your SageMaker skills! Learn professional ML techniques with real datasets, feature engineering, model validation, and deployment best practices.
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data-science
AWS SageMaker for Beginners: Complete Setup Guide with Cost Optimization
Master AWS SageMaker from scratch! Learn what it is, set up your first ML workspace, optimize costs, automate with Terraform, and build your first ML model with Jupyter notebooks.
🔧 Machine Learning Intermediate: The Art of Feature Engineering
Discover how to transform raw data into meaningful features that improve your model's performance, with practical examples and best practices.
🧹 Data Science Fundamentals: Data Preparation and Model Fitting
Learn about data cleaning, deduplication, and how to split your data properly to build effective machine learning models.