
Math for Programmers
3D Graphics, Machine Learning, and Simulations with Python
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Narrado por:
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Derek Lettman
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De:
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Paul Orland
Acerca de esta escucha
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 about the technology.
Skip the mathematical jargon: This one-of-a-kind book uses Python to teach the math you need to build games, simulations, 3D graphics, and machine learning algorithms. Discover how algebra and calculus come alive when you see them in code!
About the book:
In Math for Programmers, you’ll explore important mathematical concepts through hands-on coding. Filled with 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 fields. As you tackle the basics of linear algebra, calculus, and machine learning, you’ll master the key Python libraries used to turn them into real-world software applications.
What's inside:
- Vector geometry for computer graphics
- Matrices and linear transformations
- Core concepts from calculus
- Simulation and optimization
- Image and audio processing
- Machine learning algorithms for regression and classification
About the audience:
For programmers with basic skills in algebra.
About the author:
Paul Orland is a programmer, software entrepreneur, and math enthusiast. He is co-founder of Tachyus, a start-up building predictive analytics software for the energy industry. You can find him online at www.paulor.land.
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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Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.
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Don't Waste Your Money on the Audio Version
- De wayne kurtz en 12-11-23
De: Hobson Lane, y otros
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Lost in Math
- How Beauty Leads Physics Astray
- De: Sabine Hossenfelder
- Narrado por: Laura Jennings
- Duración: 8 h y 40 m
- Versión completa
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Historia
Whether pondering black holes or predicting discoveries at CERN, physicists believe the best theories are beautiful, natural, and elegant, and this standard separates popular theories from disposable ones. This is why, Sabine Hossenfelder argues, we have not seen a major breakthrough in the foundations of physics for more than four decades. The belief in beauty has become so dogmatic that it now conflicts with scientific objectivity: Observation has been unable to confirm mindboggling theories, like supersymmetry or grand unification, invented by physicists based on aesthetic criteria.
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A rare glimpse into the inner world of physics
- De Joe en 12-08-18
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JavaScript (7th Edition)
- The Definitive Guide: Master the World's Most-Used Programming Language
- De: David Flanagan
- Narrado por: Gabriel Vaughan
- Duración: 25 h y 27 m
- Versión completa
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This book is for programmers who want to learn JavaScript and for web developers who want to take their understanding and mastery to the next level. It begins by explaining the JavaScript language itself, in detail, from the bottom up. It then builds on that foundation to cover the web platform and Node.js.
De: David Flanagan
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Designing Data-Intensive Applications
- The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
- De: Martin Kleppmann
- Narrado por: Benjamin Lange
- Duración: 20 h y 56 m
- Versión completa
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Author Martin Kleppmann helps you navigate the diverse data landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications.
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Must read for senior+ software engineers
- De Navid v en 05-29-21
De: Martin Kleppmann
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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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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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Easy to Understand
- De Anonymous User en 04-27-22
De: Sam Newman
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Probably the Best Book on Statistics Ever Written
- How to Beat the Odds and Make Better Decisions
- De: Haim Shapira
- Narrado por: Qarie Marshall
- Duración: 9 h y 56 m
- Versión completa
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This book reveals how statistics and probability are fundamental to our everyday lives—from advertisements to public opinion polls, weather forecasts to government policies, scientific research to stock market information. Haim Shapira then presents a myriad of anecdotes, riddles, case studies and practical exercises in his trademark witty voice to guide the listner through the importance of statistics and probability in everyday life.
De: Haim Shapira
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Clean Architecture
- A Craftsman's Guide to Software Structure and Design
- De: Robert C. Martin
- Narrado por: Theodore O'Brien
- Duración: 8 h y 24 m
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Clean Architecture is an essential book for every current or aspiring software architect, systems analyst, system designer, and software manager - and for every programmer who must execute someone else’s designs.
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good book, missing accompanying pdf
- De ^-^ en 03-29-23
De: Robert C. Martin
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The Pragmatic Programmer: 20th Anniversary Edition, 2nd Edition
- Your Journey to Mastery
- De: David Thomas, Andrew Hunt
- Narrado por: Anna Katarina
- Duración: 9 h y 55 m
- Versión completa
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Dave Thomas and Andy Hunt wrote the first edition of this influential book in 1999 to help their clients create better software and rediscover the joy of coding. These lessons have helped a generation of programmers examine the very essence of software development. Now, 20 years later, this new edition re-examines what it means to be a modern programmer. Topics range from personal responsibility and career development to architectural techniques for keeping your code flexible and easy to adapt and reuse.
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An excellent and entertaining technical book
- De Amazon Customer en 01-21-20
De: David Thomas, y otros
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Python Essentials for Dummies
- De: John C. Shovic PhD, Alan Simpson
- Narrado por: Lee Goettl
- Duración: 5 h y 27 m
- Versión completa
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This portable Dummies Essentials book focuses on the key topics you need to know about the popular Python language. Great for supplementing a course, reviewing for a certification, or staying knowledgeable on the job.
De: John C. Shovic PhD, y otros
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Mastering the Data Paradox
- The Key to Winning in the AI Age
- De: Nitin Seth
- Narrado por: Rajiv Dadia
- Duración: 18 h y 1 m
- Versión completa
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There are two remarkable phenomena that are unfolding almost simultaneously. The first is the emergence of a data-first world, where data has become a central driving force, shaping industries and fueling innovation. The second is the dawn of the AI age, propelled by the advent of Generative AI, that has created the possibility to leverage the data of the world for the first time. The convergence of these two, with data as the common denominator, holds immense promise and the opportunities are boundless.
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A MUST READ for anyone involved in data and/or AI,
- De Brian Rivard en 03-28-25
De: Nitin Seth
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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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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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Helpful but business-centric
- De A.N. en 03-25-21
De: Mark Richards, y otros
Lo que los oyentes dicen sobre Math for Programmers
Calificaciones medias de los clientesReseñas - Selecciona las pestañas a continuación para cambiar el origen de las reseñas.
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- Katherine Snow
- 06-08-22
Not useful because there are no chapters :(
Would you like to go back to chapter 2 and review 2d vector math? Or perhaps Chapter 5 and matrix math? Perhaps you would like follow along with a hard copy of the book? Well good luck! You get one tiny scroll bar for 13 hours of audio! So much effort went into the production quality of this book, but it's like they didn't even think about how it would be used.
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