Category: Computer Science & Computer Engineering

Computer Science & Computer Engineering

Building Data Science Solutions with Anaconda 0

Building Data Science Solutions with Anaconda

eBook Details: Paperback: 330 pages Publisher: WOW! eBook (May 27, 2022) Language: English ISBN-10: 1800568789 ISBN-13: 978-1800568785 eBook Description: Building Data Science Solutions with Anaconda: The missing manual to becoming a successful data scientist – develop the skills to use key tools and the knowledge to thrive in the AI/ML landscape You might already know that there’s a wealth of data science and machine learning resources available on the market, but what you might not know is how much is left out by most of these AI resources. This book not only covers everything you need to know about algorithm families but also ensures that you become...

Data Forecasting and Segmentation Using Microsoft Excel 0

Data Forecasting and Segmentation Using Microsoft Excel

eBook Details: Paperback: 324 pages Publisher: WOW! eBook (May 27, 2022) Language: English ISBN-10: 1803247738 ISBN-13: 978-1803247731 eBook Description: Data Forecasting and Segmentation Using Microsoft Excel: Perform time series forecasts, linear prediction, and data segmentation with no-code Excel machine learning Data Forecasting and Segmentation Using Microsoft Excel guides you through basic statistics to test whether your data can be used to perform regression predictions and time series forecasts. The exercises covered in this book use real-life data from Kaggle, such as demand for seasonal air tickets and credit card fraud detection. You’ll learn how to apply the grouping K-means algorithm, which helps you find segments of...

Interpretable AI 0

Interpretable AI

eBook Details: Paperback: 328 pages Publisher: WOW! eBook (June 21, 2022) Language: English ISBN-10: 161729764X ISBN-13: 978-1617297649 eBook Description: Interpretable AI: Building explainable machine learning systems: AI doesn’t have to be a black box. These practical techniques help shine a light on your model’s mysterious inner workings. Make your AI more transparent, and you’ll improve trust in your results, combat data leakage and bias, and ensure compliance with legal requirements. Interpretable AI opens up the black box of your AI models. It teaches cutting-edge techniques and best practices that can make even complex AI systems interpretable. Each method is easy to implement with just Python and open source...

Quantum Chemistry and Computing for the Curious 0

Quantum Chemistry and Computing for the Curious

eBook Details: Paperback: 354 pages Publisher: WOW! eBook (May 20, 2022) Language: English ISBN-10: 1803243902 ISBN-13: 978-1803243900 eBook Description: Quantum Chemistry and Computing for the Curious: Acquire knowledge of quantum chemistry concepts, the postulates of quantum mechanics, and the foundations of quantum computing, and execute illustrations made with Python code, Qiskit, and open-source quantum chemistry packages Explore quantum chemical concepts and the postulates of quantum mechanics in a modern fashion, with the intent to see how chemistry and computing intertwine. Along the way you’ll relate these concepts to quantum information theory and computation. We build a framework of computational tools that lead you through traditional computational...

MLOps Engineering at Scale 0

MLOps Engineering at Scale

eBook Details: Paperback: 344 pages Publisher: WOW! eBook (March 1, 2022) Language: English ISBN-10: 1617297763 ISBN-13: 978-1617297762 eBook Description: MLOps Engineering at Scale: Dodge costly and time-consuming infrastructure tasks, and rapidly bring your machine learning models to production with MLOps and pre-built serverless tools! MLOps Engineering at Scale shows you how to put machine learning into production efficiently by using pre-built services from AWS and other cloud vendors. You’ll learn how to rapidly create flexible and scalable machine learning systems without laboring over time-consuming operational tasks or taking on the costly overhead of physical hardware. Following a real-world use case for calculating taxi fares, you will engineer an...

Mastering Azure Machine Learning, Second Edition 0

Mastering Azure Machine Learning, Second Edition

eBook Details: Paperback: 624 pages Publisher: WOW! eBook; 2nd edition (May 10, 2022) Language: English ISBN-10: 1803232412 ISBN-13: 978-1803232416 eBook Description: Mastering Azure Machine Learning, 2nd Edition: Supercharge and automate your deployments to Azure Machine Learning clusters and Azure Kubernetes Service using Azure Machine Learning services Azure Machine Learning is a cloud service for accelerating and managing the machine learning (ML) project life cycle that ML professionals, data scientists, and engineers can use in their day-to-day workflows. This Mastering Azure Machine Learning, Second Edition book covers the end-to-end ML process using Microsoft Azure Machine Learning, including data preparation, performing and logging ML training runs, designing training and deployment pipelines,...