Publisher's Synopsis
LEARN Scikit-Learn: Essential Machine Learning for Data Science
This book is the key to mastering Scikit-Learn and building market-ready Machine Learning projects. Ideal for professionals and students who seek fast, direct, and applicable results. Learn high-impact techniques, design intelligent solutions, and boost your career in data science.
Includes:
- Quick setup of a productive environment with Python and Scikit-Learn
- Data preprocessing and full pipeline automation
- Fine-tuning models with cross-validation and hyperparameters
- Practical application of regression, classification, and clustering
- Model deployment integrated with Big Data and MLOps environments
Master the most widely used algorithms in the market and accelerate your entry into data science projects with Scikit-Learn.
scikit-learn, machine learning, data science, smart pipelines, model automation, cross-validation, machine learning deployment, big data integration, mlops, spark
