Category: Computer Science & Computer Engineering

Computer Science & Computer Engineering

Building Recommendation Systems in Python and JAX 0

Building Recommendation Systems in Python and JAX

eBook Details: Paperback: 400 pages Publisher: WOW! eBook (January 30, 2024) Language: English ISBN-10: 1492097993 ISBN-13: 978-1492097990 eBook Description: Building Recommendation Systems in Python and JAX: Hands-On Production Systems at Scale Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way. You’ll learn: The data essential for building a RecSys How to frame your data and business as a RecSys...

Machine Learning Interviews 0

Machine Learning Interviews

eBook Details: Paperback: 307 pages Publisher: WOW! eBook (January 9, 2024) Language: English ISBN-10: 1098146549 ISBN-13: 978-1098146542 eBook Description: Machine Learning Interviews: Kickstart Your Machine Learning and Data Career As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process. This Machine Learning Interviews guide shows you how to: Explore various machine learning roles, including...

Implementing MLOps in the Enterprise 0

Implementing MLOps in the Enterprise

eBook Details: Paperback: 377 pages Publisher: WOW! eBook (January 9, 2024) Language: English ISBN-10: 1098136586 ISBN-13: 978-1098136581 eBook Description: Implementing MLOps in the Enterprise: A Production-First Approach With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from moving ML models to production. You’ll learn how to provide rapid business value while answering dynamic MLOps requirements. This Implementing MLOps...

Vector Search for Practitioners with Elastic 0

Vector Search for Practitioners with Elastic

eBook Details: Paperback: 240 pages Publisher: WOW! eBook (November 30, 2023) Language: English ISBN-10: 1805121022 ISBN-13: 978-1805121022 eBook Description: Vector Search for Practitioners with Elastic: Optimize your search capabilities in Elastic by operationalizing and fine-tuning vector search and enhance your search relevance while improving overall search performance While natural language processing (NLP) is largely used in search use cases, this book aims to inspire you to start using vectors to overcome equally important domain challenges like observability and cybersecurity. The chapters focus mainly on integrating vector search with Elastic to enhance not only their search but also observability and cybersecurity capabilities. The...

Practical Machine Learning on Databricks 0

Practical Machine Learning on Databricks

eBook Details: Paperback: 244 pages Publisher: WOW! eBook (November 24, 2023) Language: English ISBN-10: 1801812039 ISBN-13: 978-1801812030 eBook Description: Practical Machine Learning on Databricks: Take your machine learning skills to the next level by mastering databricks and building robust ML pipeline solutions for future MLOps innovations Unleash the potential of databricks for end-to-end machine learning with this comprehensive guide, tailored for experienced data scientists and developers transitioning from DIY or other cloud platforms. Building on a strong foundation in Python, Practical Machine Learning on Databricks serves as your roadmap from development to production, covering all intermediary steps using the databricks platform. You’ll...