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Econometric Python: Harnessing Data Science for Economic Analysis

Автор: Limpopo5 от 2024-03-06, 19:25:48
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Econometric Python: Harnessing Data Science for Economic AnalysisНазвание: Econometric Python: Harnessing Data Science for Economic Analysis: The Science of Pythonomics in 2024
Автор: Науdеn Vаn Dеr Роst, Jоhаnn Strаuss
Издательство: Reactive Publishing
Год: 2024
Страниц: 416
Язык: английский
Формат: pdf
Размер: 30.3 MB

In the rapidly evolving landscape of economics, "Econometric Python" emerges as a groundbreaking guide, perfectly blending the intricate world of econometrics with the dynamic capabilities of Python. This book is crafted for economists, data scientists, researchers, and students who aspire to revolutionize their approach to economic data analysis. At its center, "Econometric Python" serves as a beacon for those navigating the complexities of econometric models, offering a unique perspective on applying Python's powerful data science tools in economic research. The book starts with a fundamental introduction to Python, focusing on aspects most relevant to econometric analysis. This makes it an invaluable resource for both Python novices and seasoned programmers. As the narrative unfolds, readers are led through a series of progressively complex econometric techniques, all demonstrated with Python's state-of-the-art libraries such as Pandas, NumPy, and statsmodels. Each chapter is meticulously designed to balance theory and practice, providing in-depth explanations of econometric concepts, followed by practical coding examples.

Python for Absolute Beginners: The Ultimate Beginner's Guide to Learn Python Programming with Extensive Coverage on Data Science and Web Programming

Автор: Limpopo5 от 2024-03-06, 18:48:30
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Python for Absolute Beginners: The Ultimate Beginner's Guide to Learn Python Programming with Extensive Coverage on Data Science and Web ProgrammingНазвание: Python for Absolute Beginners: The Ultimate Beginner's Guide to Learn Python Programming with Extensive Coverage on Data Science and Web Programming
Автор: Воnа Аkubuе
Издательство: NanoEdge International Ltd
Год: 2024
Страниц: 453
Язык: английский
Формат: pdf
Размер: 32.3 MB

If you are fortunate enough to have this book as your first Python book, then this is likely the only book you will ever need to master programming in Python. It is a three-in-one book. The first part of the book is dedicated to introducing you to the fundamentals of Python programming. The second part of the book is on data science with Python using Numpy, Pandas, and visualizations using Matplotlib. The third part is on web programming with Python using the Django web framework. Normally, these would have been three books. I wanted to give you a book that will equip you with the fundamentals and the frameworks to go into data science and web development using Python. Also, I wanted to give you an opportunity to determine which career path is best for you. All these without being unnecessarily bulky or too simplified and leaving important details out. Whether you want to pursue a career in data science or web programming, this book has you covered. This is not just a regular Python book, but a practical manual. It is more of a personal tutor with numerous hand-on practice exercises to hone your programming skills.

GoLang for Machine Learning: A Hands-on-Guide to Building Efficient, Smart and Scalable ML Models with Go Programming

Автор: Limpopo5 от 2024-03-06, 18:42:05
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GoLang for Machine Learning: A Hands-on-Guide to Building Efficient, Smart and Scalable ML Models with Go ProgrammingНазвание: GoLang for Machine Learning: A Hands-on-Guide to Building Efficient, Smart and Scalable ML Models with Go Programming
Автор: Еvаn Аtkins
Издательство: Independently published
Год: 2024
Страниц: 155
Язык: английский
Формат: pdf
Размер: 19.1 MB

Go, the high-performance language from Google, is rapidly gaining traction in the Machine Learning (ML) world. Its speed, concurrency, and built-in features make it ideal for building efficient, scalable ML models. But where do you start? This book is written by a seasoned developer and Machine Learning expert, providing you with practical, hands-on guidance based on real-world experience. After reading this book, you'll be equipped with the knowledge and tools to create robust, performant models without sacrificing clarity or maintainability. Hands-on projects covering various Machine Learning tasks, from regression and classification to image recognition and natural language processing. This book is designed for programmers with some coding experience who are interested in applying Go to Machine Learning. Whether you're a data scientist, software engineer, or simply curious about Go's potential, this guide will empower you to create impactful ML models. Stop struggling with slow, complex ML frameworks. Start building efficient, scalable models with Go. Get your copy of GoLang for Machine Learning today and embark on your journey to smarter, faster AI!

Modern Data Visualization with R

Автор: Limpopo5 от 2024-03-06, 05:01:47
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Modern Data Visualization with RНазвание: Modern Data Visualization with R
Автор: Rоbеrt Каbасоff
Издательство: CRC Press
Серия: The R Series
Год: 2024
Страниц: 272
Язык: английский
Формат: pdf (true)
Размер: 33.4 MB

Modern Data Visualization with R describes the many ways that raw and summary data can be turned into visualizations that convey meaningful insights. R is an amazing platform for data analysis, capable of creating almost any type of graph. This book helps you create the most popular visualizations–from quick and dirty plots to publication-ready graphs. The text relies heavily on the ggplot2 package for graphics, but other approaches are covered as well. It starts with basic graphs such as bar charts, scatter plots, and line charts, but progresses to less well-known visualizations such as tree maps, alluvial plots, radar charts, mosaic plots, effects plots, correlation plots, biplots, and the mapping of geographic data. Both static and interactive graphics are described and the use of color, shape, shading, grouping, annotation, and animations are covered in detail. The book moves from a default look and feel for graphs, to graphs with customized colors, fonts, legends, annotations, and organizational themes. The book is written for those new to data analysis as well as the seasoned data scientist. The reader should have some basic coding experience, but expertise in R is not required.

Software Design by Example: A Tool-Based Introduction with Python

Автор: Limpopo5 от 2024-03-05, 16:48:11
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Software Design by Example: A Tool-Based Introduction with PythonНазвание: Software Design by Example: A Tool-Based Introduction with Python
Автор: Grеg Wilsоn
Издательство: CRC Press
Год: 2024
Страниц: 343
Язык: английский
Формат: pdf (true)
Размер: 12.4 MB

The best way to learn design in any field is to study examples, and some of the best examples of software design come from the tools programmers use in their own work. Software Design by Example: A Tool-Based Introduction with Python therefore builds small versions of the things programmers use in order to demystify them and give some insights into how experienced programmers think. From a file backup system and a testing framework to a regular expression matcher, a browser layout engine, and a very small compiler, we explore common design patterns, show how making code easier to test also makes it easier to reuse, and help readers understand how debuggers, profilers, package managers, and version control systems work so that they can use them more effectively.

This material can be used for self-paced study, in an undergraduate course on software design, or as the core of an intensive weeklong workshop for working programmers. Each chapter has a set of exercises ranging in size and difficulty from half a dozen lines to a full day’s work. Readers should be familiar with the basics of modern Python, but the more advanced features of the language are explained and illustrated as they are introduced.

Learn Rust in a Month of Lunches (Final Release)

Автор: Limpopo5 от 2024-03-05, 05:57:11
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Learn Rust in a Month of Lunches (Final Release)Название: Learn Rust in a Month of Lunches (Final Release)
Автор: Dаvе МасLеоd
Издательство: Manning Publications
Год: 2024
Страниц: 569
Язык: английский
Формат: pdf (true)
Размер: 10.8 MB

One month. One hour a day. That's all it takes to start writing Rust code! Learn Rust in a Month of Lunches teaches you to write super fast and super safe Rust code through lessons you can fit in your lunch break. Crystal-clear explanations and focused, relevant examples make it accessible to anyone—even if you're learning Rust as your first programming language. Learn Rust in a Month of Lunches is full of 24 easy-to-digest lessons that ease you into real Rust programming. You'll learn essential Rust skills you can use for everything from system programming, to web applications, and games. By the time you're done learning, you'll know exactly what makes Rust unique—and be one of the thousands of developers who say it's their best loved language! Learn how to create fast powerful programs in Rust in just 24 short lessons! Rust gives you modern features like a top-notch compiler, a rich ecosystem of pre-built libraries, and the same low-level performance you get with a language like C, but without the awkward syntax, complex memory management, and code safety concerns. This book guides you step by step from your first line of code. Rust is a good alternative language for C++ and C programmers. No previous experience with Rust required.

Grokking Algorithms, 2nd Edition (Final Release)

Автор: Limpopo5 от 2024-03-05, 02:59:52
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Grokking Algorithms, 2nd Edition (Final Release)Название: Grokking Algorithms, 2nd Edition (Final Release)
Автор: Аditуа Вhаrgаvа
Издательство: Manning Publications
Год: 2024
Страниц: 322
Язык: английский
Формат: pdf (true)
Размер: 41.6 MB

A friendly, fully-illustrated introduction to the most important computer programming algorithms. Master the most widely used algorithms and be fully prepared when you’re asked about them at your next job interview. With beautifully simple explanations, over 400 fun illustrations, and dozens of relevant examples, you’ll actually enjoy learning about algorithms with this fun and friendly guide! The first edition of Grokking Algorithms proved to over 100,000 readers that learning algorithms doesn't have to be complicated or boring! This revised second edition contains brand new coverage of trees, including binary search trees, balanced trees, B-trees and more. You’ll also discover fresh insights on data structure performance that takes account of modern CPUs. Plus, the book’s fully annotated code samples have been updated to Python 3. This book is aimed at anyone who knows the basics of coding and wants to understand algorithms. Maybe you already have a coding problem and are trying to find an algorithmic solution. Or maybe you want to understand what algorithms are useful for.

Code Like a Pro in Rust (Final Release)

Автор: Limpopo5 от 2024-03-05, 02:51:14
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Code Like a Pro in Rust (Final Release)Название: Code Like a Pro in Rust (Final Release)
Автор: Brenden Matthews
Издательство: Manning Publications
Год: 2024
Страниц: 265
Язык: английский
Формат: pdf (true)
Размер: 10.9 MB

Get ready to code like a pro in Rust with insider techniques used by Rust veterans! Code Like a Pro in Rust dives deep into memory management, asynchronous programming, and the core Rust skills that make you a Rust pro! Plus, you'll find essential productivity techniques for Rust testing, tooling, and project management. You'll soon be writing high-quality code that needs way less maintenance overhead. Code Like A Pro in Rust is a fast-track guide to building and delivering professional quality software in Rust. It skips the fluff and gets right to the heart of this powerful modern language. You'll learn how to sidestep common Rust pitfalls and navigate quirks you might never have seen before—even if you've been programming for many years! Plus, discover timeless strategies for navigating the evolving Rust ecosystem and ensure your skills can easily adapt to future changes. Rust is famous for its safety, performance, and security, but it takes pro skills to make this powerful language shine. This book gets you up to speed fast, so you'll feel confident with low-level systems, web applications, asynchronous programming, concurrency, optimizations, and much more.

Elixir in Action, 3rd Edition (Final)

Автор: Limpopo5 от 2024-03-04, 18:58:08
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Elixir in Action, 3rd Edition (Final)Название: Elixir in Action, 3rd Edition (Final)
Автор: Sаsа Juriс
Издательство: Manning Publications
Год: 2024
Страниц: 615
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Elixir is the perfect choice for mission-critical software. Its fault-tolerance and concurrency capabilities let it seamlessly handle huge numbers of users and data, and its functional programming mindset means Elixir applications are predictable, readable, and easy to maintain. Start coding in Elixir, and you'll get instant access to the battle-tested Erlang virtual machine that powers this awesome language, along with Elixir's own thriving ecosystem of resources. It's the reliable solution you need for everything from a large-scale distributed system to a simple web app. Elixir is a modern functional programming language for building large-scale, distributed, fault-tolerant, scalable systems for the Erlang virtual machine (VM). Although the language is compelling in its own right, arguably, its biggest advantage is that it targets the Erlang platform. Elixir aims to modernize and improve the experience of developing Erlang-powered systems. The language is a compilation of features from various other languages, such as Erlang, Clojure, and Ruby. Furthermore, Elixir ships with a toolset that simplifies project management, testing, packaging, and documentation building. Arguably, Elixir lowers the entry barrier into the Erlang world and improves developer productivity.

Python Toolbox: 100 Scripts for Developers: Enhance Your Development Skills with Ready-to-Use Python Scripts

Автор: Limpopo5 от 2024-03-04, 04:24:02
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Python Toolbox: 100 Scripts for Developers: Enhance Your Development Skills with Ready-to-Use Python ScriptsНазвание: Python Toolbox: 100 Scripts for Developers: Enhance Your Development Skills with Ready-to-Use Python Scripts
Автор: Sеrhаn Sаri
Издательство: Reedsy
Год: November 10, 2023
Страниц: 202
Язык: английский
Формат: epub
Размер: 18.1 MB

Dive into the expansive world of Python programming with 'Python Toolbox: 100 Scripts for Developers.' This comprehensive collection offers a diverse array of scripts crafted to streamline and empower your development journey. From simplifying repetitive tasks to tackling complex algorithms, these meticulously curated scripts serve as building blocks for diverse projects and applications. Discover a wealth of tools meticulously crafted to expedite your coding process, amplifying efficiency and productivity. Each script is expertly annotated and designed for developers of varying skill levels, offering practical solutions to real-world challenges. Whether you're a seasoned programmer seeking to optimize workflows or a newcomer eager to accelerate your learning, this toolbox of scripts acts as your guide, providing insights and solutions that propel your Python skills to new heights. Empower your coding arsenal with 'Python Toolbox: 100 Scripts for Developers and unlock the potential to create, innovate, and revolutionize your programming endeavors.

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