O'Reilly Media - ebooki | księgarnia informatyczna Helion

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Reinforcement learning (RL) has led to several breakthroughs in AI. The use of the Q-learning (DQL) algorithm alone has helped people develop agents that play arcade games and board games at a superhuman level. More recently, RL, DQL, and similar methods have gained popularity in publications related to financial research.This book is among the fir

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Reinforcement Learning for Finance

Yves J. Hilpisch

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future

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Machine Learning Production Systems

Robert Crowe, Hannes Hapke, Emily Caveness

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, ma

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Designing Machine Learning Systems

Chip Huyen

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. 3rd Edition

Aurélien Géron

(271,15 zł najniższa cena z 30 dni)

288.15 zł ~~339.00 zł(-15%)~~

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Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, query, ingest, and learn from their data in a convenien

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Google BigQuery: The Definitive Guide. Data Warehousing, Analytics, and Machine Learning at Scale

Valliappa Lakshmanan, Jordan Tigani

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for sentiment,

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Applied Machine Learning and AI for Engineers

Jeff Prosise

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to app

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Effective Machine Learning Teams

David Tan, Ada Leung, David Colls

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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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

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Implementing MLOps in the Enterprise

Yaron Haviv, Noah Gift

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools li

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Architecting Data and Machine Learning Platforms

Marco Tranquillin, Valliappa Lakshmanan, Firat Tekiner

(203,15 zł najniższa cena z 30 dni)

211.65 zł ~~249.00 zł(-15%)~~

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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

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Machine Learning for High-Risk Applications

Patrick Hall, James Curtis, Parul Pandey

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformer

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Natural Language Processing with Transformers, Revised Edition

Lewis Tunstall, Leandro von Werra, Thomas Wolf

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, risk analysts, and quantitative and algorithmic analysts will examine Python-based machine learning and deep learning models for assessing financial risk. Building hands-on AI-base

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Machine Learning for Financial Risk Management with Python

Abdullah Karasan

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitor

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Reliable Machine Learning

Cathy Chen, Niall Richard Murphy, Kranti Parisa

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introd

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Practical Machine Learning for Computer Vision

Valliappa Lakshmanan, Martin Görner, Ryan Gillard

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorit

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Deep Learning for Finance

Sofien Kaabar

(203,15 zł najniższa cena z 30 dni)

211.65 zł ~~249.00 zł(-15%)~~

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We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine le

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Fundamentals of Deep Learning. 2nd Edition

Nithin Buduma, Nikhil Buduma, Joe Papa

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Even as spending on digital transformation continues to skyrocket, mainframes nevertheless have major advantages for global enterprises. These systems still process huge amounts of information and allow for highly secure processing. In this practical book, author Tom Taulli shows software developers how to pursue a hybrid approach by integrating tr

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Modern Mainframe Development

Tom Taulli

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that

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Building Machine Learning Pipelines

Hannes Hapke, Catherine Nelson

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learni

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Practical Simulations for Machine Learning

Paris Buttfield-Addison, Mars Buttfield-Addison, Tim Nugent

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Large language models (LLMs) are revolutionizing the world, promising to automate tasks and solve complex problems. A new generation of software applications are using these models as building blocks to unlock new potential in almost every domain, but reliably accessing these capabilities requires new skills. This book will teach you the art and sc

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Prompt Engineering for LLMs

John Berryman, Albert Ziegler

(237,15 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Bringing a deep-learning project into production at scale is quite challenging. To successfully scale your project, a foundational understanding of full stack deep learning, including the knowledge that lies at the intersection of hardware, software, data, and algorithms, is required.This book illustrates complex concepts of full stack deep learnin

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Deep Learning at Scale

Suneeta Mall

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud API

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Hands-On Entity Resolution

Michael Shearer

(203,15 zł najniższa cena z 30 dni)

211.65 zł ~~249.00 zł(-15%)~~

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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 tac

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Machine Learning Interviews

Susan Shu Chang

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anth

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Training Data for Machine Learning

Anthony Sarkis

(203,15 zł najniższa cena z 30 dni)

211.65 zł ~~249.00 zł(-15%)~~

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With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data's quality. Delta Lake's open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS.This practical book shows data engineers, data sc

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Delta Lake: Up and Running

Bennie Haelen, Dan Davis

(203,15 zł najniższa cena z 30 dni)

211.65 zł ~~249.00 zł(-15%)~~

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There are several reasons why probabilistic machine learning represents the next-generation ML framework and technology for finance and investing. This generative ensemble learns continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, retrodiction, prediction, and counterfactual reasoning. Probabilisti

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Probabilistic Machine Learning for Finance and Investing

Deepak K. Kanungo

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database model

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Graph-Powered Analytics and Machine Learning with TigerGraph

Victor Lee Ph. D, Phuc Kien Nguyen, Alexander Thomas

(203,15 zł najniższa cena z 30 dni)

211.65 zł ~~249.00 zł(-15%)~~

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Learn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals--allowing d

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Scaling Machine Learning with Spark

Adi Polak

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robus

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Practicing Trustworthy Machine Learning

Yada Pruksachatkun, Matthew Mcateer, Subho Majumdar

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Healthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the underserved. But first, you have to learn how to ac

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Hands-On Healthcare Data

Andrew Nguyen

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.RStudio enginee

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Tidy Modeling with R

Max Kuhn, Julia Silge

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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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 mod

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Generative Deep Learning. 2nd Edition

David Foster

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early

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Designing Autonomous AI

Kence Anderson

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Most data scientists and engineers today rely on quality labeled data to train machine learning models. But building a training set manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Wee Hyong Tok, Amit Bahree, and Senja Filipi show you how to create product

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Practical Weak Supervision

Wee Hyong Tok, Amit Bahree, Senja Filipi

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android.Laurence Moroney, lead AI advocate at Google

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AI and Machine Learning for On-Device Development

Laurence Moroney

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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This concise, easy-to-use reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant access to syntax, design patterns, and code examples to accelerate your development and reduce the time you spend searching for answers.Research scientists, machine learning engi

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PyTorch Pocket Reference

Joe Papa

(80,73 zł najniższa cena z 30 dni)

80.73 zł ~~94.99 zł(-15%)~~

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Building models is a small part of the story when it comes to deploying machine learning applications. The entire process involves developing, orchestrating, deploying, and running scalable and portable machine learning workloads--a process Kubeflow makes much easier. This practical book shows data scientists, data engineers, and platform architect

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Kubeflow Operations Guide

Josh Patterson, Michael Katzenellenbogen, Austin Harris

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessing to blackbox model audits. This book will guide you through the technical, legal, a

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Practical Fairness

Aileen Nielsen

(108,07 zł najniższa cena z 30 dni)

160.65 zł ~~189.00 zł(-15%)~~

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More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact.This book introduces the key

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Introducing MLOps

Mark Treveil, Nicolas Omont, ClĂŠment Stenac

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable a

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Machine Learning Design Patterns

Valliappa Lakshmanan, Sara Robinson, Michael Munn

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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The widespread adoption of AI and machine learning is revolutionizing many industries today. Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally. With this practical book, you'll learn how to use AI and machine learning to discover

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Artificial Intelligence in Finance

Yves Hilpisch

(245,65 zł najniższa cena z 30 dni)

254.15 zł ~~299.00 zł(-15%)~~

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If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-

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Kubeflow for Machine Learning

Trevor Grant, Holden Karau, Boris Lublinsky

(95,33 zł najniższa cena z 30 dni)

143.65 zł ~~169.00 zł(-15%)~~

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If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.You'll understand how to implement the most common scenarios

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AI and Machine Learning for Coders

Laurence Moroney

(203,15 zł najniższa cena z 30 dni)

211.65 zł ~~249.00 zł(-15%)~~

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Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforceme

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Machine Learning and Data Science Blueprints for Finance

Hariom Tatsat, Sahil Puri, Brad Lookabaugh

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices al

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Building Machine Learning Powered Applications. Going from Idea to Product

Emmanuel Ameisen

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny dev

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TinyML. Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers

Pete Warden, Daniel Situnayake

(107,61 zł najniższa cena z 30 dni)

160.65 zł ~~189.00 zł(-15%)~~

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Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply automated machine learning (AutoML), a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical de

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Practical Automated Machine Learning on Azure. Using Azure Machine Learning to Quickly Build AI Solutions

Deepak Mukunthu, Parashar Shah, Wee Hyong Tok

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Deep learning is changing everything. This machine-learning method has already surpassed traditional computer vision techniques, and the same is happening with NLP. If you're looking to bring deep learning into your domain, this practical book will bring you up to speed on key concepts using Facebook's PyTorch framework.Once author Ian Pointer help

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Programming PyTorch for Deep Learning. Creating and Deploying Deep Learning Applications

Ian Pointer

(107,82 zł najniższa cena z 30 dni)

160.65 zł ~~189.00 zł(-15%)~~

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Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniq

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Practical Time Series Analysis. Prediction with Statistics and Machine Learning

Aileen Nielsen

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Learn how to fuse today's data science tools and techniques with your SAP enterprise resource planning (ERP) system. With this practical guide, SAP veterans Greg Foss and Paul Modderman demonstrate how to use several data analysis tools to solve interesting problems with your SAP data.Data engineers and scientists will explore ways to add SAP data

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Practical Data Science with SAP. Machine Learning Techniques for Enterprise Data

Greg Foss, Paul Modderman

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Face

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The Enterprise Big Data Lake. Delivering the Promise of Big Data and Data Science

Alex Gorelik

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply these methods using PyTorch, a Python-based de

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Natural Language Processing with PyTorch. Build Intelligent Language Applications Using Deep Learning

Delip Rao, Brian McMahan

(271,15 zł najniższa cena z 30 dni)

288.15 zł ~~339.00 zł(-15%)~~

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Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve deep-learning problem

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Deep Learning Cookbook. Practical Recipes to Get Started Quickly

Douwe Osinga

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, und

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TensorFlow for Deep Learning. From Linear Regression to Reinforcement Learning

Bharath Ramsundar, Reza Bosagh Zadeh

(220,15 zł najniższa cena z 30 dni)

228.65 zł ~~269.00 zł(-15%)~~

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Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself! With this practical guide, you’ll explore ways to apply machine learning to security issues

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Machine Learning and Security. Protecting Systems with Data and Algorithms

Clarence Chio, David Freeman

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language processing (NL

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Learning TensorFlow. A Guide to Building Deep Learning Systems

Tom Hope, Yehezkel S. Resheff, Itay Lieder

(108,45 zł najniższa cena z 30 dni)

160.65 zł ~~189.00 zł(-15%)~~

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Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—especially deep neural networks—make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also

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Deep Learning. A Practitioner's Approach

Josh Patterson, Adam Gibson

(186,15 zł najniższa cena z 30 dni)

194.65 zł ~~229.00 zł(-15%)~~

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Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Sci

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Thoughtful Machine Learning with Python. A Test-Driven Approach

Matthew Kirk

(135,15 zł najniższa cena z 30 dni)

143.65 zł ~~169.00 zł(-15%)~~

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Machine learning has finally come of age. With H2O software, you can perform machine learning and data analysis using a simple open source framework that’s easy to use, has a wide range of OS and language support, and scales for big data. This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algo

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Practical Machine Learning with H2O. Powerful, Scalable Techniques for Deep Learning and AI

Darren Cook

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126.65 zł ~~149.00 zł(-15%)~~

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Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine

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Introduction to Machine Learning with Python. A Guide for Data Scientists

Andreas C. MĂźller, Sarah Guido

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160.65 zł ~~189.00 zł(-15%)~~

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Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers

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Thoughtful Machine Learning. A Test-Driven Approach

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101.15 zł ~~119.00 zł(-15%)~~

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Building a simple but powerful recommendation system is much easier than you think. Approachable for all levels of expertise, this report explains innovations that make machine learning practical for business production settings—and demonstrates how even a small-scale development team can design an effective large-scale recommendation system.

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Practical Machine Learning: Innovations in Recommendation

Ted Dunning, Ellen Friedman

(67,92 zł najniższa cena z 30 dni)

72.24 zł ~~84.99 zł(-15%)~~

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Finding Data Anomalies You Didn't Know to Look ForAnomaly detection is the detective work of machine learning: finding the unusual, catching the fraud, discovering strange activity in large and complex datasets. But, unlike Sherlock Holmes, you may not know what the puzzle is, much less what “suspects” you’re looking for. This O&#

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Practical Machine Learning: A New Look at Anomaly Detection

Ted Dunning, Ellen Friedman

(67,92 zł najniższa cena z 30 dni)

72.24 zł ~~84.99 zł(-15%)~~

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Create your own natural language training corpus for machine learning. Whether you’re working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle—the process of adding metadata to your training corpus to help ML algorithms work more efficiently. You don’

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Natural Language Annotation for Machine Learning

James Pustejovsky, Amber Stubbs

(75,89 zł najniższa cena z 30 dni)

118.15 zł ~~139.00 zł(-15%)~~

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If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-o

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Machine Learning for Hackers. Case Studies and Algorithms to Get You Started

Drew Conway, John Myles White

(107,95 zł najniższa cena z 30 dni)

160.65 zł ~~189.00 zł(-15%)~~

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If you’re an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You’ll learn how to write algorithms that automatically sort and redirect email based on statistical patterns. Authors Drew Conway and John Myles White approach the process in a practical fashion,

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Machine Learning for Email. Spam Filtering and Priority Inbox

Drew Conway, John Myles White

(37,04 zł najniższa cena z 30 dni)

55.24 zł ~~64.99 zł(-15%)~~

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Data visualization is an efficient and effective medium for communicating large amounts of information, but the design process can often seem like an unexplainable creative endeavor. This concise book aims to demystify the design process by showing you how to use a linear decision-making process to encode your information visually.Delve into differ

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Designing Data Visualizations. Representing Informational Relationships

Noah Iliinsky, Julie Steele

(46,74 zł najniższa cena z 30 dni)

50.91 zł ~~59.90 zł(-15%)~~

Wydawnictwo O'Reilly Media - ebooki

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