Predictive Analytics with Python
Predictive Analytics with Python
English | 2026 | ISBN: 8169646596 | 639 pages | PDF | 141.03 MB
Build Models That Survive Beyond the Notebook.
Key Features ● Get a free one-month digital subscription towww.avaskillshelf.com. ● Production-first data pipeline engineering using Polars for high-performance ETL and Pandera for data contracts. ● Full MLOps lifecycle coverage with CRISP-DM, Scikit-Learn, XGBoost, MLflow experiment tracking, and hyperparameter tuning. ● Enterprise-grade capstone project building an Automated Valuation Model deployed with Docker and FastAPI.
Book Description Data Science Finds the Signal. Engineering Turns It into Business Value.
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