TY - GEN AU - Gowda, Deepak TI - Apache Spark for Machine Learning: Build and deploy high-performance big data AI solutions for large-scale clusters SN - 978-1804618165 U1 - 005.7 PY - 2024/// CY - Birmingham PB - Packt Publishing KW - This book takes you through core machine learning concepts, highlighting the advantages of Spark for big data analytics. It covers practical data preprocessing techniques, including feature extraction and transformation, supervised learning methods with detailed chapters on regression and classification, and unsupervised learning through clustering and recommendation systems. N1 - Includes index ER -