Название: Advanced Regression Models with SAS and R
Автор: Olga Korosteleva
Издательство: Chapman and Hall/CRC
Год: 2018
Страниц: 325
Язык: английский
Формат: pdf (true), rtf
Размер: 10.18 MB

Advanced Regression Models with SAS and R exposes the reader to the modern world of regression analysis. The material covered by this book consists of regression models that go beyond linear regression, including models for right-skewed, categorical and hierarchical observations. The book presents the theory as well as fully worked-out numerical examples with complete SAS and R codes for each regression. The emphasis is on model accuracy and the interpretation of results. For each regression, the fitted model is presented along with interpretation of estimated regression coefficients and prediction of response for given values of predictors.

Название: Computer Programming for Beginners: 4 Manuscript: jаvascript for Beginners, Python Programming for Beginners, The Ultimate Beginners Guide to Learn SQL Programming, Learn Java Programming
Автор: Leonard Base
Издательство: Amazon Digital Services LLC
Год: 2019
Страниц: 619
Язык: английский
Формат: pdf, rtf
Размер: 10.1 MB

At first glance, the words "computer programming" might worry you, especially when described as an "extremely complex designing and building process." However, fear not, because computer programming can be done by anyone - even beginners. If you are a beginner and have no idea what the Computer Programming is all about, then the book Computer Programming for Beginners is what you have been waiting for. This book provides a clear understanding of what the Computer Programming entails, especially providing know-how for beginners.

Название: Python Programming Language For Beginners: The First Real Guide For Beginners Towards Machine Learning And Artificial Intelligence. Learn How To Develop Your First Web App In Just 7 Days With Django!
Автор: Oliver R. Simpson
Издательство: Amazon Digital Services LLC
Год: 2019
Страниц: 160
Язык: английский
Формат: pdf, rtf
Размер: 10.1 MB

If your dream is to become a Python pro, or you always want to code like a boss, solve real-world problems, build web apps, or even automate repetitive tasks, then you’ve come to the right place. By the end of this book, you will have mastered the fundamentals of Python language. You will learn how to create programs that will save you time and simplify your life. Python is a straightforward language, so even if this is your first time to learn any programming language, you can learn Python without experiencing any issues.

Название: Machine Learning With Python: 3 books in 1: Hands-On Learning for Beginners+An in-Depth Guide Beyond the Basics+A Practical Guide for Experts
Автор: Travis Booth
Издательство: Amazon Digital Services LLC
Год: 2019
Формат: pdf(conv.)
Страниц: 538
Размер: 1.5 Mb
Язык: English

Your Ultimate guide to Machine Learning With Python
Machine learning is the hottest new field but it isn't exactly easy to jump right in and start creating intelligent systems. There is the heavy jargon and math to deal with, not to mention the structure of Python itself which makes it difficult to learn things the right way.
Well, don't give up just yet! Machine Learning with Python by author Travis Booth is going to walk you step by step through everything you need to know about this fascinating field. Whether you're a rank beginner or an expert looking for a challenging guide, this guide will have everything you need!

Название: Practices of the Python Pro (Final Version)
Автор: Dane Hillard
Издательство: Manning Publications
Год: 2020
Страниц: 250
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Professional developers know the many benefits of writing application code that’s clean, well-organized, and easy to maintain. By learning and following established patterns and best practices, you can take your code and your career to a new level. With Practices of the Python Pro, you’ll learn to design professional-level, clean, easily maintainable software at scale using the incredibly popular programming language, Python. You’ll find easy-to-grok examples that use pseudocode and Python to introduce software development best practices, along with dozens of instantly useful techniques that will help you code like a pro.

Название: Agile Technical Practices Distilled: A Journey Toward Mastering Software Design
Автор: Pedro Moreira Santos, Marco Consolaro, Alessandro Di Gioia
Издательство: Lean Publishing
Год: 2019
Формат: True PDF
Страниц: 329
Размер: 10 Mb
Язык: English

"This is a book on Agile technical practices, principles and values. The readers will first learn individual practices (TDD, Refactoring, Pair Programming, simple design and more). Afterwards they will focus on principles of Software Design, their relationships and systemic reasons, ending with a business oriented and sociotechnical perspective. The authors of the book have been working as software developers and coaches for years, accumulating more then half a century of experience. "

Название: Black Hat Go: Go Programming For Hackers and Pentesters (Early Access)
Автор: Tom Steele, Chris Patten, Dan Kottmann
Издательство: No Starch Press
Год: 2019
Формат: True PDF
Страниц: 368
Размер: 23 Mb
Язык: English

Welcome to the Early Access edition of the as yet unpublished Black Hat Go by Tom Steele, Chris Patten, and Dan Kottmann! As a prepublication title, this book may be incomplete and some chapters may not have been proofread.Like the best-selling Black Hat Python, Black Hat Go explores the darker side of the popular Go programming language. This collection of short scripts will help you test your systems, build and automate tools to fit your needs, and improve your offensive security skillset.
Black Hat Go explores the darker side of Go, the popular programming language revered by hackers for its simplicity, efficiency, and reliability. It provides an arsenal of practical tactics from the perspective of security practitioners and hackers to help you test your systems, build and automate tools to fit your needs, and improve your offensive security skillset, all using the power of Go.

Название: Enterprise Angular - DDD, Nx Monorepos and Micro Frontends
Автор: Manfred Steyer
Издательство: Leanpub
Год: 2019
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Learn how to subdivide a huge application into smaller and hence maintainable parts with Domain Driven Design, Nx Monorepos and Micro Frontends. In the last years, I've helped numerous companies with implementing Angular based large scale enterprise applications. To handle the complexity of such applications, it's vital to decompose the whole system into smaller libraries. However, if you end up with lots of libraries which are too much intermingled with each other, you don't win much. If everything depends on everything else, you cannot easily change or extend your system without introducing breaking changes. Domain-driven Design, esp. it's discipline strategic design helps with this and it also can be the foundation for building micro frontends.

Название: Machine Learning for Beginners: A Complete and Phased Beginner’s Guide to Learning and Understanding Machine Learning and Artificial Intelligence Algoritms
Автор: Ethem Mining
Издательство: Independently published
Год: 2019
Страниц: 220
Язык: английский
Формат: pdf, rtf
Размер: MB

Are you fascinated about Machine Learning (ML) and Artificial Intelligence (AI) and you don't know where to start? Have you ever heard people talking about Machine Learning but you only have a vague idea of the actual meaning? Do you want to understand how Machine Learning could simplify your daily life? Imagine a world where computing systems understand people and the world around us them to a point where they can notice patterns, collect data, interpret it and give recommendations to solve real world problems with high level of precision. It sounds like science fiction but it is happening in healthcare, agriculture, cyber security, facial recognition, targeting and retargeting customers in online advertising

Название: Python Machine Learning: Understand Python Libraries (Keras, NumPy, Scikit-lear, TensorFlow) for Implementing Machine Learning Models in Order to Build Intelligent Systems
Автор: Ethem Mining
Издательство: Amazon Digital Services LLC
Год: 2019
Страниц: 207
Язык: английский
Формат: pdf, rtf
Размер: 10.1 MB

Do you want to learn how to apply efficiently your Python knowledge to implement learning models? Do you want to understand which ones are the best libraries to use and why is Python considered the best language for Machine Learning (ML)? What do you need to learn to move from being a complete beginner to someone with advanced knowledge of Machine Learning? Tech is slowly moving towards high-level automation, robotics, Machine Learning, Artificial Intelligence (AI), Big Data and other high level computing concepts. That’s why self-driving cars, customized product recommendations, real time pricing, facial recognition, retargeting ads, geo-targeting, using bots for customer service and much more is a thing these days.