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Machine Learning for High-Risk Applications

Machine Learning for High-Risk Applications

by Patrick Hall, James Curtis, Parul Pandey

The past decade has witnessed the broad adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight in their widespread implementation has resulted in some incidents and harmful outcomes that could have been avoided with proper risk management. Before we can realize AI/ML's true benefit, practitioners must understand how to mitigate its risks.This book de...

Price:  $48.99  |  Publisher:  O'Reilly Media  |  Release:  2023

Generative Deep Learning, 2nd Edition

Generative Deep Learning, 2nd Edition

by David Foster

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.The book starts with the...

Price:  $69.99  |  Publisher:  O'Reilly Media  |  Release:  2023

HackSpace Magazine: Issue 63

FREE EBOOK - HackSpace Magazine: Issue 63

by HackSpace Team

Flying machines: humans have always dreamed about flight, but with our puny arms and lack of feathers it's something we've struggled with. No more! Join us as we explore the best, cleverest and most innovative home-made flying machines. Icarus would have been proud!- Behold: the world's first articulated print-in-place chocolate fish!- When 3D goes so wrong, it's actually kind of right- ...

Publisher:  Raspberry Pi Press  |  Release:  2023

Advanced Data Analytics Using Python, 2nd Edition

Advanced Data Analytics Using Python, 2nd Edition

by Sayan Mukhopadhyay, Pratip Samanta

Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing, and computer vision in the cloud environment.Generic design patterns in Python programming is clearly explained,...

Price:  $33.88  |  Publisher:  Apress  |  Release:  2023

Productionizing AI

Productionizing AI

by Barry Walsh

This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of Python code samples, the book has been written to accelerate the process of moving from script or notebook to a...

Price:  $48.42  |  Publisher:  Apress  |  Release:  2023

Mastering Azure Machine Learning, 2nd Edition

Mastering Azure Machine Learning, 2nd Edition

by Christoph Korner, Marcel Alsdorf

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 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, and...

Price:  $41.99  |  Publisher:  Packt Publishing  |  Release:  2022

Adaptive Machine Learning Algorithms with Python

Adaptive Machine Learning Algorithms with Python

by Chanchal Chatterjee

Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, and create new algorithms for your own use.Authors Chanchal Chatterjee and Vwani P. Roychowdhury begin by intr...

Price:  $26.59  |  Publisher:  Apress  |  Release:  2022

Automated Machine Learning on AWS

Automated Machine Learning on AWS

by Trenton Potgieter

AWS provides a wide range of solutions to help automate a machine learning workflow with just a few lines of code. With this practical book, you'll learn how to automate a machine learning pipeline using the various AWS services.Automated Machine Learning on AWS begins with a quick overview of what the machine learning pipeline/process looks like and highlights the typical challenges that you may face ...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Quantum Machine Learning and Optimisation in Finance

Quantum Machine Learning and Optimisation in Finance

by Antoine Jacquier, Oleksiy Kondratyev

With recent advances in quantum computing technology, we finally reached the era of Noisy Intermediate-Scale Quantum (NISQ) computing. NISQ-era quantum computers are powerful enough to test quantum computing algorithms and solve hard real-world problems faster than classical hardware.Speedup is so important in financial applications, ranging from analysing huge amounts of customer data to high frequency tra...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2022

Machine Learning with PyTorch and Scikit-Learn

Machine Learning with PyTorch and Scikit-Learn

by Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teac...

Price:  $40.00  |  Publisher:  Packt Publishing  |  Release:  2022

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