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Algorithms and Data Structures for Massive Datasets
- Narrado por: Mark Thomas
- Duración: 9 h y 45 m
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Algorithms and Data Structures for Massive Datasets
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Resumen del Editor
Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.
In Algorithms and Data Structures for Massive Datasets you will learn:
- Probabilistic sketching data structures for practical problems
- Choosing the right database engine for your application
- Evaluating and designing efficient on-disk data structures and algorithms
- Understanding the algorithmic trade-offs involved in massive-scale systems
- Deriving basic statistics from streaming data
- Correctly sampling streaming data
- Computing percentiles with limited space resources
Algorithms and Data Structures for Massive Datasets reveals a toolbox of new methods that are perfect for handling modern big data applications. You’ll explore the novel data structures and algorithms that underpin Google, Facebook, and other enterprise applications that work with truly massive amounts of data. These effective techniques can be applied to any discipline, from finance to text analysis. Graphics and hands-on industry examples make complex ideas practical to implement in your projects—and there’s no mathematical proofs to puzzle over. Work through this one-of-a-kind guide, and you’ll find the sweet spot of saving space without sacrificing your data’s accuracy. Examples are in Python, R, and pseudocode.
About the technology
Standard algorithms and data structures may become slow—or fail altogether—when applied to large distributed datasets. Choosing algorithms designed for big data saves time, increases accuracy, and reduces processing cost.
About the authors
Dzejla Medjedovic earned her PhD in the Applied Algorithms Lab at Stony Brook University, New York. Emin Tahirovic earned his PhD in biostatistics from University of Pennsylvania. Illustrator Ines Dedovic earned her PhD at the Institute for Imaging and Computer Vision at RWTH Aachen University, Germany.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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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 range of tricky coding challenges that you can adapt and apply to your own applications. Providing a balanced blend of classic, advanced, and new algorithms, this practical guide upgrades your programming toolbox with new perspectives and hands-on techniques.
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5 out of 5 stars
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Wonderful audio textbook!
- De Howard_a en 11-02-21
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Fundamentals of Data Engineering
- Plan and Build Robust Data Systems
- De: Joe Reis, Matt Housley
- Narrado por: Adam Verner
- Duración: 17 h y 31 m
- Versión completa
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General4.5 out of 5 stars 22
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Narración:4.5 out of 5 stars 18
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Historia4.5 out of 5 stars 18
Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle.
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5 out of 5 stars
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Great for Hands on Business owners
- De LmL en 08-14-24
De: Joe Reis, y otros
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Grokking Algorithms
- De: Aditya Bhargava
- Narrado por: Derek Lettman
- Duración: 3 h y 46 m
- Versión completa
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General4.5 out of 5 stars 121
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Narración:4.5 out of 5 stars 101
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Historia4.5 out of 5 stars 99
This friendly guide teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. This accesible introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python.
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1 out of 5 stars
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the book is not good in audio format
- De Anonymous User en 01-09-20
De: Aditya Bhargava
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AI at the Edge
- Solving Real-World Problems with Embedded Machine Learning
- De: Daniel Situnayake, Jenny Plunkett
- Narrado por: Suzie Althens
- Duración: 17 h y 17 m
- Versión completa
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General5 out of 5 stars 3
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Narración:5 out of 5 stars 2
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Historia5 out of 5 stars 2
Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to embedded Linux devices.
De: Daniel Situnayake, y otros
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AI and Machine Learning for Coders
- A Programmer's Guide to Artificial Intelligence
- De: Laurence Moroney
- Narrado por: Timothy Howard Jackson
- Duración: 9 h y 17 m
- Versión completa
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General4.5 out of 5 stars 17
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Narración:4.5 out of 5 stars 12
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Historia4.5 out of 5 stars 12
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.
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5 out of 5 stars
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Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- De Luc en 08-11-23
De: Laurence Moroney
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C++ Concurrency in Action, Second Edition
- De: Anthony Williams
- Narrado por: Lisa Farina, Diana Gardiner
- Duración: 13 h y 1 m
- Versión completa
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General4.5 out of 5 stars 4
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Narración:4.5 out of 5 stars 3
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Historia4.5 out of 5 stars 3
This best seller has been updated and revised to cover all the latest changes to C++ 14 and 17! C++ Concurrency in Action, Second Edition teaches you everything you need to write robust and elegant multithreaded applications in C++17. C++ Concurrency in Action, Second Edition is the definitive guide to writing elegant multithreaded applications in C++, it carefully addresses every aspect of concurrent development, from starting new threads to designing fully functional multithreaded algorithms and data structures.
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3 out of 5 stars
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Not a suitable substitute for reading the book
- De Dawn en 12-07-22
De: Anthony Williams
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Software Architecture: The Hard Parts
- Modern Trade-Off Analyses for Distributed Architectures
- De: Neal Ford, Mark Richards, Pramod Sadalage, y otros
- Narrado por: Dena Dahilig
- Duración: 12 h y 53 m
- Versión completa
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General4 out of 5 stars 12
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Narración:4 out of 5 stars 10
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Historia3.5 out of 5 stars 10
There are no easy decisions in software architecture. Instead, there are many hard parts—difficult problems or issues with no best practices—that force you to choose among various compromises. With this book, you'll learn how to think critically about the trade-offs involved with distributed architectures. Architecture veterans and practicing consultants Neal Ford, Mark Richards, Pramod Sadalage, and Zhamak Dehghani discuss strategies for choosing an appropriate architecture.
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3 out of 5 stars
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Great content. Terrible narration.
- De Alex en 12-16-23
De: Neal Ford, y otros
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Acing the System Design Interview
- De: Zhiyong Tan
- Narrado por: Julie Brierley
- Duración: 16 h y 53 m
- Versión completa
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General1 out of 5 stars 1
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Narración:1 out of 5 stars 1
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Historia2 out of 5 stars 1
The system design interview is one of the hardest challenges you'll face in the software engineering hiring process. This practical book gives you the insights, the skills, and the hands-on practice you need to ace the toughest system design interview questions and land the job and salary you want.
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1 out of 5 stars
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AI generated
- De Amazons Customer en 07-17-24
De: Zhiyong Tan
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Database Internals
- A Deep Dive into How Distributed Data Systems Work, 1st Edition
- De: Alex Petrov
- Narrado por: Mike Chamberlain
- Duración: 12 h y 51 m
- Versión completa
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General4 out of 5 stars 5
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Narración:5 out of 5 stars 4
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Historia3 out of 5 stars 4
When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it's often difficult to understand what each one offers. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.
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5 out of 5 stars
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I can't believe this exists as an audiobook.
- De Michael Marcin en 12-18-23
De: Alex Petrov
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Deep Learning with Python (Second Edition)
- De: Francois Chollet
- Narrado por: Derek Dysart
- Duración: 15 h y 1 m
- Versión completa
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General4 out of 5 stars 15
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Narración:4.5 out of 5 stars 13
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Historia4.5 out of 5 stars 13
Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.
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1 out of 5 stars
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Audio Version has No Data.. Needs PDF
- De Xander L. en 04-03-23
De: Francois Chollet
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Fundamentals of Software Architecture
- An Engineering Approach
- De: Mark Richards, Neal Ford
- Narrado por: Benjamin Lange
- Duración: 13 h y 10 m
- Versión completa
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General4.5 out of 5 stars 248
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Narración:5 out of 5 stars 202
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Historia4.5 out of 5 stars 199
This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford—hands-on practitioners who have taught software architecture classes professionally for years—focus on architecture principles that apply across all technology stacks.
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4 out of 5 stars
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Helpful but business-centric
- De A.N. en 03-25-21
De: Mark Richards, y otros
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Data Mesh
- Delivering Data-Driven Value at Scale
- De: Zhamak Dehghani
- Narrado por: Zura Johnson
- Duración: 14 h y 2 m
- Versión completa
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General4.5 out of 5 stars 6
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Narración:4 out of 5 stars 3
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Historia4.5 out of 5 stars 3
We're at an inflection point in data, where our data management solutions no longer match the complexity of organizations, the proliferation of data sources, and the scope of our aspirations to get value from data with AI and analytics. In this practical book, Zhamak Dehghani introduces data mesh, a decentralized sociotechnical paradigm drawn from modern distributed architecture that provides a new approach to sourcing, sharing, accessing, and managing analytical data at scale.
De: Zhamak Dehghani
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Introducing Python (2nd Edition)
- Modern Computing in Simple Packages
- De: Bill Lubanovic
- Narrado por: Derek Dysart
- Duración: 13 h y 3 m
- Versión completa
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General5 out of 5 stars 4
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Narración:5 out of 5 stars 3
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Historia5 out of 5 stars 3
Easy to understand and engaging, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain concepts in Python 3. End-of-chapter exercises help you practice what you've learned.
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5 out of 5 stars
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Exactly what I wanted and expected.
- De ridgeway137 en 03-05-24
De: Bill Lubanovic
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Advances in Financial Machine Learning
- De: Marcos Lopez de Prado
- Narrado por: Steven Jay Cohen
- Duración: 12 h y 58 m
- Versión completa
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General4 out of 5 stars 50
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Narración:4 out of 5 stars 40
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Historia4 out of 5 stars 40
Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. The book addresses real-life problems faced by practitioners on a daily basis and explains scientifically sound solutions using math, supported by code and examples.
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3 out of 5 stars
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Beware - not suited to audio-book format.
- De Theo en 07-10-18
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Solutions Architect's Handbook
- Kick-Start Your Solutions Architect Career by Learning Architecture Design Principles and Strategies
- De: Saurabh Shrivastava, Neelanjali Srivastav
- Narrado por: Mark Armstrong
- Duración: 17 h y 48 m
- Versión completa
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General4.5 out of 5 stars 10
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Narración:4 out of 5 stars 7
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Historia4.5 out of 5 stars 7
Becoming a solutions architect requires a hands-on approach, and this edition of the Solutions Architect's Handbook brings exactly that. This audiobook will teach you how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. It will also help you build effective product strategies for your business and implement them from start to finish.
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2 out of 5 stars
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Audio isn't a good fit for material
- De William May en 04-05-23
De: Saurabh Shrivastava, y otros
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Deep Learning with PyTorch
- Build, Train, and Tune Neural Networks Using Python Tools
- De: Eli Stevens, Luca Antiga, Thomas Viehmann
- Narrado por: Mark Thomas
- Duración: 15 h y 26 m
- Versión completa
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General1 out of 5 stars 1
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Narración:3 out of 5 stars 1
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Historia1 out of 5 stars 1
There are countless ways to put deep learning to good use: improved medical imaging, credit card fraud detection, long range weather forecasting. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you - and your deep-learning skills - become more sophisticated.
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1 out of 5 stars
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Absolutely not suitable for audio
- De Actionwatcher en 08-15-23
De: Eli Stevens, y otros
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Grokking Artificial Intelligence Algorithms
- Understand and Apply the Core Algorithms of Deep Learning and Artificial Intelligence in This Friendly Illustrated Guide Including Exercises and Examples
- De: Rishal Hurbans
- Narrado por: Jeromy Lloyd, Julie Brierley
- Duración: 7 h y 25 m
- Versión completa
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General3.5 out of 5 stars 7
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Narración:3.5 out of 5 stars 6
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Historia4 out of 5 stars 6
Grokking Artificial Intelligence Algorithms is a fully illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in simple language and with lots of visual references and hands-on examples, you'll learn the concepts, terminology, and theory you need to effectively incorporate AI algorithms into your applications. And to make sure you truly grok as you go, you'll use each algorithm in practice with creative coding exercises.
De: Rishal Hurbans
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Building Microservices
- Designing Fine-Grained Systems
- De: Sam Newman
- Narrado por: Theodore O'Brien
- Duración: 21 h y 12 m
- Versión completa
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General5 out of 5 stars 99
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Narración:5 out of 5 stars 79
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Historia4.5 out of 5 stars 78
As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures. Through clear examples and practical advice, author Sam Newman gives everyone from architects and developers to testers and IT operators a firm grounding in the concepts.
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5 out of 5 stars
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Easy to Understand
- De Anonymous User en 04-27-22
De: Sam Newman