E-Books →Apache Spark for Machine Learning Build and deploy high-performance big data AI solutions for large-scale clusters

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. You'll also learn to identify frequent patterns in data and discover effective strategies to deploy and optimize your machine learning models. Each chapter features practical coding examples and real-world applications to equip you with the knowledge and skills needed to tackle complex machine learning tasks.
By the end of this book, you'll be ready to handle big data and create advanced machine learning models with Apache Spark.