Category: Databases & Big Data
eBook Details: Paperback: 306 pages Publisher: WOW! eBook (November 1, 2024) Language: English ISBN-10: 1804618160 ISBN-13: 978-1804618165 eBook Description: Apache Spark for Machine Learning: Build and deploy high-performance big data AI solutions for large-scale clusters. Develop your data science skills with Apache Spark to solve real-world problems for Fortune 500 companies using scalable algorithms on large cloud computing clusters. In the world of big data, efficiently processing and analyzing massive datasets for machine learning can be a daunting task. Written by Deepak Gowda, a data scientist with over a decade of experience and 30+ patents, this Apache Spark for Machine Learning book...
eBook Details: Paperback: 404 pages Publisher: WOW! eBook; 3rd edition (October 31, 2024) Language: English ISBN-10: 1836205872 ISBN-13: 978-1836205876 eBook Description: Pandas Cookbook, 3rd Edition: Practical recipes for scientific computing, time series, and exploratory data analysis using Python. From fundamental techniques to advanced strategies for handling big data, visualization, and more, this Pandas Cookbook, Third Edition book equips you with skills to excel in real-world data analysis projects. The pandas library is massive, and it’s common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples...
eBook Details: Paperback: 188 pages Publisher: WOW! eBook (October 31, 2024) Language: English ISBN-10: 1805123750 ISBN-13: 978-1805123750 eBook Description: Apache Airflow Best Practices: A practical guide to orchestrating data workflow with Apache Airflow. Confidently orchestrate your data pipelines with Apache Airflow by applying industry best practices and scalable strategies. Data professionals face the monumental task of managing complex data pipelines, orchestrating workflows across diverse systems, and ensuring scalable, reliable data processing. This Apache Airflow Best Practices definitive guide to mastering Apache Airflow, written by experts in engineering, data strategy, and problem-solving across tech, financial, and life sciences industries, is your key to overcoming...
eBook Details: Paperback: 246 pages Publisher: WOW! eBook (October 31, 2024) Language: English ISBN-10: 1801073236 ISBN-13: 978-1801073233 eBook Description: Building Modern Data Applications Using Databricks Lakehouse: Develop, optimize, and monitor data pipelines on Databricks. Get up to speed with the Databricks Data Intelligence Platform to build and scale modern data applications, leveraging the latest advancements in data engineering. With so many tools to choose from in today’s data engineering development stack as well as operational complexity, this often overwhelms data engineers, causing them to spend less time gleaning value from their data and more time maintaining complex data pipelines. Guided by a...
eBook Details: Paperback: 522 pages Publisher: WOW! eBook (October 22, 2024) Language: English ISBN-10: 1836200072 ISBN-13: 978-1836200079 eBook Description: LLM Engineer’s Handbook: Master the art of engineering large language models from concept to production. Step into the world of LLMs with this practical guide that takes you from the fundamentals to deploying advanced applications using LLMOps best practices. This LLM Engineer’s Handbook book provides practical insights into designing, training, and deploying LLMs in real-world scenarios by leveraging MLOps’ best practices. The guide walks you through building an LLM-powered twin that’s cost-effective, scalable, and modular. It moves beyond isolated Jupyter Notebooks, focusing on...
