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Distributed Machine Learning Patterns - Bok av Yuan Tang - Häftad

Distributed Machine Learning Patterns - Bok av Yuan Tang - Häftad

Practical patterns for scaling machine learning from your laptop to a distributed cluster.In Distributed Machine Learning Patterns you will learn how to:Apply distributed systems patterns to build scalable and reliable machine learning projectsConstruct machine learning pipelines with data ingestion, distributed training, model serving, and moreAutomate machine learning tasks with Kubernetes, TensorFlow, Kubeflow, and Argo WorkflowsMake trade offs between different patterns and approachesManage and..

SEK 706.00
1

Grokking Machine Learning - Bok av Luis Serrano - Häftad

Grokking Machine Learning - Bok av Luis Serrano - Häftad

Discover valuable machine learning techniques you can understand and apply using just high-school math.In Grokking Machine Learning you will learn: Supervised algorithms for classifying and splitting data Methods for cleaning and simplifying data Machine learning packages and tools Neural networks and ensemble methods for complex datasets Grokking Machine Learning teaches you how to apply ML to your projects using only standard..

SEK 706.00
1

Privacy-Preserving Machine Learning - Bok av Di Zhuang - Häftad

Privacy-Preserving Machine Learning - Bok av Di Zhuang - Häftad

Keep sensitive user data safe and secure, without sacrificing theaccuracy of your machine learning models.In Privacy Preserving Machine Learning, you will learn:Differential privacy techniques and their application insupervised learningPrivacy for frequency or mean estimation, Naive Bayes classifier,and deep learningDesigning and applying compressive privacy for machine learningPrivacy-preserving synthetic data generation approachesPrivacy-enhancing technologies for data mining and database applicationsPrivacy..

SEK 796.00
1

Managing Machine Learning Projects - Bok av Simon Thompson - Inbunden

Managing Machine Learning Projects - Bok av Simon Thompson - Inbunden

Guide machine learning projects with the techniques in this unique project management guide. Managing Machine Learning Projects is a comprehensive guide to delivering successful machine learning projects from idea to production. The book is laid out as a series of fictionalised sprints that take you from pre-project requirements and proposal development all the way to deployment. You will discover battle-tested techniques for ensuring you have the appropriate data infrastructure, coordinating ML..

SEK 706.00
1

Automated Machine Learning in Action - Bok av Qingquan Song - Häftad

Automated Machine Learning in Action - Bok av Qingquan Song - Häftad

Optimize every stage of your machine learning pipelines with powerful automation components and cutting-edge tools like AutoKeras and KerasTuner.In Automated Machine Learning in Action you will learn how to:Improve a machine learning model by automatically tuning its hyperparametersPick the optimal components for creating and improving your pipelinesUse AutoML toolkits such as AutoKeras and Keras TunerDesign and implement search algorithms to find the best component for your ML taskAccelerate the..

SEK 600.00
1

Machine Learning Algorithms in Depth - Bok av Vadim Smolyakov - Inbunden

Machine Learning Algorithms in Depth - Bok av Vadim Smolyakov - Inbunden

Machine Learning Algorithms in Depth dives deep into the 'how' and the 'why' of machine learning algorithms. For each category of an algorithm, you will go from math-first principles to hands-on implementation in Python. You will explore dozens of examples from across all the fields of machine learning, including finance, computer vision, NLP, and more. Each example is accompanied by worked-out derivations and details as well as insightful code samples and graphics. By the time you're done reading,..

SEK 906.00
1

Machine Learning Engineering in Action - Bok av Ben Wilson - Häftad

Machine Learning Engineering in Action - Bok av Ben Wilson - Häftad

Field-tested tips, tricks, and design patterns for building MachineLearning projects that are deployable, maintainable, and secure from concept toproduction.In Machine Learning Engineering inAction, you will learn: Evaluatingdata science problems to find the most effective solution Scopinga machine learning project for usage expectations and budget Processtechniques that minimize wasted effort and speed up production Assessinga project using standardized prototyping work and statistical validation..

SEK 676.00
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Grokking Deep Reinforcement Learning - Bok av Miguel Morales - Häftad

Grokking Deep Reinforcement Learning - Bok av Miguel Morales - Häftad

We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that explore and learn based on the responses of the environment. Grokking Deep Reinforcement Learning introduces this powerful machine learning approach, using examples, illustrations, exercises, and crystal-clear teaching...

SEK 606.00
1

MLOps Engineering at Scale - Bok av Carl Osipov - Häftad

MLOps Engineering at Scale - Bok av Carl Osipov - Häftad

Deploying a machine learning model into a fully realized production system usually requires painstaking work by an operations team creating and managing custom servers. Cloud Native Machine Learning helps you bridge that gap by using the pre-built services provided by cloud platforms like Azure and AWS to assemble your ML system's infrastructure. Following a real-world use case for calculating taxi fares, you'll learn how to get a serverless ML pipeline up and running using AWS services. Clear and..

SEK 626.00
1

Real-World Natural Language Processing - Bok av Masatoshi Hagiwara - Häftad

Real-World Natural Language Processing - Bok av Masatoshi Hagiwara - Häftad

Real-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together.In Real-world Natural Language Processing you will learn how to: Design, develop, and deploy useful NLP applications Create named entity taggers Build machine translation systems Construct language generation systems and chatbots Use advanced NLP concepts..

SEK 696.00
1

Algorithms and Data Structures in Action - Bok av Marcello La Rocca - Häftad

Algorithms and Data Structures in Action - Bok av Marcello La Rocca - Häftad

Advanced Algorithms and Data Structures introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing.Summary As a software engineer, you’ll encounter countless programming challenges that initially seem confusing, difficult, or even impossible. Don’t despair! Many of these “new” problems already have well-established solutions. Advanced Algorithms and Data Structures teaches you powerful approaches to a wide..

SEK 750.00
1

Spark in Action, Second Edition - Bok av Jean-Georges Perrin - Häftad

Spark in Action, Second Edition - Bok av Jean-Georges Perrin - Häftad

The Spark distributed data processing platform provides an easy-to-implement tool for ingesting, streaming, and processing data from any source. In Spark in Action, Second Edition, you'll learn to take advantage of Spark's core features and incredible processing speed, with applications including real-time computation, delayed evaluation, and machine learning. Unlike many Spark books written for data scientists, Spark in Action, Second Edition is designed for data engineers and software engineers..

SEK 710.00
1

Data Analysis with Python and PySpark - Bok av Jonathan Rioux - Häftad

Data Analysis with Python and PySpark - Bok av Jonathan Rioux - Häftad

When it comes to data analytics, itpays to think big. PySpark blends the powerful Spark big data processing engine with the Python programming language to provide a data analysis platform that can scale up for nearly any task. Data Analysis with Python and PySparkis your guide to delivering successful Python-driven data projects. Packed with relevant examples and essential techniques, this practical book teaches you to build lightning-fast pipelines for reporting, machine learning, and otherdata-centric..

SEK 810.00
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Experimentation for Engineers - Bok av David Sweet - Inbunden

Experimentation for Engineers - Bok av David Sweet - Inbunden

Learn how to evaluate the changes you make to your system and ensure that your testing does not undermine revenue or other business metrics. Experimentation for Engineers: From A/B testing to Bayesian optimization delivers a toolbox of processes for optimising software systems. From learning the limits of A/B testing to advanced experimentation strategies involving machine learning and probabilistic methods, this practical guide will help you master the skills. It will also help you minimise the..

SEK 706.00
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Math for Programmers - Bok av Paul Orland - Häftad

Math for Programmers - Bok av Paul Orland - Häftad

To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer. Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting?and lucrative!?careers in some of today's hottest programming fields. Key Features· 2D and 3D vector math· Matrices..

SEK 750.00
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Deep Learning and the Game of Go - Bok av Max Pumperla - Häftad

Deep Learning and the Game of Go - Bok av Max Pumperla - Häftad

SummaryDeep Learning and the Game of Go teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you''ll use Python to build a bot and then teach it the rules of the game.Foreword by Thore Graepel, DeepMindPurchase of the print book includes a free in , , and formats from Manning Publications.About the TechnologyThe ancient strategy game of Go is an incredible case study for AI...

SEK 657.00
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