Название: A Master's Course in Python with Certification: Basic to Advanced Techniques to Master Python
Автор: Z. Bey, Sandra B. Whittaker
Издательство: Humanity View
Год: 2023
Страниц: 198
Язык: английский
Формат: pdf, epub (true)
Размер: 10.6 MB

The course includes Certificate of Certification if the students submit the Final Exam with the project that accompanies this book. A Master's Course in Python course is designed to provide students with a solid foundation in Python programming, as well as an introduction to web development, data science, and machine learning. The course covers the fundamental concepts of Python, including data types, variables, control structures, functions, and modules. It also covers advanced essential concepts and best practices of Python. It includes real world case studies, a wealth of Research reports on Python programming concepts, Reference for additional books, website, and other study material as well as a Glossary of Terms. It provides hands-on experience with real-world projects, and prepares students for future opportunities in the field of software development. By the end of the course, students will be able to have a University level of Python programming.

Название: Foundation, Architecture, and Prototyping of Humanized AI: A New Constructivist Approach
Автор: Mark Chang
Издательство: CRC Press
Год: 2023
Страниц: 385
Язык: английский
Формат: pdf (true)
Размер: 19.3 MB

Humanized AI (HAI), emerging as the next of the AI waves, refers to artificial social beings that are very close to humans in various aspects, beings who are machine-race humans, not digital slaves. Foundation, Architecture, and Prototyping of HAI deploy a novel smalldata approach to vertically explore the spectrum of HAI. Different from the popular big-data philosophy that is based on the rigid notion that the connotation of each concept is fixed and the same to everyone, this book treats understanding as a process from simple to complex, and uses the similarity principle to effectively deal with novelties. Combining the efficiency of the Behaviorists’ goal-driven approach and the flexibility of a Constructivists’ approach, both the architecture of HAI and the philosophical discussions arising from it are elaborated upon.

Название: Tidy First? A Personal Exercise in Empirical Software Design (Early Release)
Автор: Kent Beck
Издательство: O’Reilly Media, Inc.
Год: 2023-06-08
Язык: английский
Формат: epub (true), mobi
Размер: 33.5 MB

Tidying up messy software is a must. And that means breaking up the code to make it more readable, and using guard clauses and helping functions to make it understandable. In this practical guide, author Kent Beck, creator of Extreme Programming and pioneer of software patterns, suggests when and where you might apply tidyings in your code. Instead of trying to master tidying all at once, this book lets you try out a few examples that make sense for your problem. If you have a big function containing many lines of code, you'll learn how to logically divide it into smaller chunks. Along the way, you'll learn the theory behind software design: coupling, cohesion, discounted cash flows, and optionality.

Название: Haskell Mini Reference: A Hitchhiker's Guide to the Modern Programming Languages, #10
Автор: Harry Yoon
Издательство: Coding Books Press
Год: 2023-02-22 (Revision 1.0.1)
Страниц: 375
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Improve Your Haskell Programming Skills in a Weekend! This book is a "mini" language reference on Haskell, which is one of the most widely used (pure) functional programming languages. We go through all salient features of the modern Haskell programming language in this book (based on the Haskell 2010 Language Report). Although it is written as a reference, you can read it more or less from beginning to end and you should be able to get the overall picture of the Haskell language if you have some prior experience with functional programming in Haskell or other ML-style functional programming languages. This book is, however, not for absolute beginners. Functional programming is different from imperative programming. But, not necessarily more difficult. Haskell is one of the most widely used functional programming languages. Haskell has been around for over 30 years, and it has influenced the language designs of numerous (modern) programming languages, including many popular imperative languages such as Python, jаvascript, C#, Julia, and Rust to name a few.

Название: Coding For Kids 2: Master your Coding Skills and Create your Animations and Games
Автор: Akshita
Издательство: BPB Publications
Год: 2022
Страниц: 70
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

A Playful Introduction to Programming. A Kid's Guide to Coding Fundamentals! Learn to Code with Fun Activities. The book is an Activity-based series explaining coding in Analytical, Logical and Computational way. This series of book is for 1 to 8 classes, will give the students a strong base in the field of Coding, Problem-solving abilities, and beyond!. Book is as per the latest National Education Policy (NEP) and introduces the concept of coding from an early age. Book series will help students to think differently as coding has now become the framework of the modern world and coders are the architect of this modern world. The fun activities given in the book can be done in the book or with everyday objects to help the kids to practice the same skills coders use, like recognizing patterns and working efficiently.

Название: Coding for Kids: Teach Your children to write codes, Build Applications and Create Own Games
Автор: Akshita
Издательство: BPB Publications
Год: 2021
Страниц: 62
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Beginners Guide with Fun and Easy Activities to Learn Coding Step by Step. Be a beginner to invent your own codes! Learn to Code with Pencil, Paper, and your Imagination. Book is an Activity-based series explaining coding in Analytical, Logical and Computational way. This series of book is from 1 to 8 class, will give the students a strong base in the field of coding, Problem-solving abilities, and beyond!. Book is as per the latest National Education Policy (NEP) and introduces the concept of coding from an early age. Book series will help students to think differently as coding has now become the framework of the modern world and coders are the architects of this modern world. The fun activities given in the book can be done in the book or with everyday objects to help the kids to practice the same skills coders’ use, like recognizing patterns, and working efficiently.

Название: Applications of Regression for Categorical Outcomes Using R
Автор: David Melamed, Long Doan
Издательство: CRC Press
Год: 2024
Страниц: 239
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book covers the main models within the GLM (i.e., logistic, Poisson, negative binomial, ordinal, and multinomial). For each model, estimations, interpretations, model fit, diagnostics, and how to convey results graphically are provided. There is a focus on graphic displays of results as these are a core strength of using R for statistical analysis. Many in the social sciences are transitioning away from using Stata, SPSS and SAS, to using R, and this book uses statistical models which are relevant to the social sciences. Social Science Applications of Regression for Categorical Outcomes Using R will be useful for graduate students in the social sciences who are looking to expand their statistical knowledge, and for Quantitative social scientists due to it’s ability to act as a practitioners guide. R is a free, comprehensive, and inclusive computing environment. On the one hand, this means that it is flexible, more efficient than many alternatives, and does things that stand-alone statistics packages do not do (e.g., natural language processing or web scraping).

Название: Machine Learning for Factor Investing: Python Version
Автор: Guillaume Coqueret, Tony Guida
Издательство: CRC Press
Год: 2023
Страниц: 358
Язык: английский
Формат: pdf (true)
Размер: 12.7 MB

Machine Learning (ML) is progressively reshaping the fields of quantitative finance and algorithmic trading. ML tools are increasingly adopted by hedge funds and asset managers, notably for alpha signal generation and stocks selection. The technicality of the subject can make it hard for non-specialists to join the bandwagon, as the jargon and coding requirements may seem out-of-reach. Machine Learning for factor investing: Python version bridges this gap. It provides a comprehensive tour of modern ML-based investment strategies that rely on firm characteristics. One of the purposes of the book is to propose a large-scale tutorial of ML applications in financial predictions and portfolio selection. Thus, one keyword is reproducibility! In order to duplicate our results (up to possible randomness in some learning algorithms), you will need running versions of Python and Anaconda on your computer.

Название: Java Persistence with Hibernate, Second Edition
Автор: Christian Bauer, Gavin King, and Gary Gregory
Издательство: Manning Publications
Год: 2016
Страниц: 702
Язык: английский
Формат: epub (true), mobi
Размер: 20.06 MB

Java Persistence with Hibernate, Second Edition explores Hibernate by developing an application that ties together hundreds of individual examples. In this revised edition, authors Christian Bauer, Gavin King, and Gary Gregory cover Hibernate 5 in detail with the Java Persistence 2.1 standard (JSR 338). All examples have been updated for the latest Hibernate and Java EE specification versions. Persistence--the ability of data to outlive an instance of a program--is central to modern applications. Hibernate, the most popular Java persistence tool, offers automatic and transparent object/relational mapping, making it a snap to work with SQL databases in Java applications. Java Persistence with Hibernate, Second Edition explores Hibernate by developing an application that ties together hundreds of individual examples. You'll immediately dig into the rich programming model of Hibernate, working through mappings, queries, fetching strategies, transactions, conversations, caching, and more.

Название: Object Lifetime Puzzlers - Book 1: 128 Fun Puzzles
Автор: Jason Turner
Издательство: Leanpub
Год: 2021-12-15
Страниц: 187
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.3 MB

Fun C++ related programming puzzles! 128 Fun Puzzles of Increasing Difficulty Where You Must Ask: Was that a copy, or was it a reference, and who last changed that value? If you are a C++ programmer, then you will learn some new things by doing these puzzles. If you are not a C++ programmer, then you'll just have FUN! A book of puzzles that should be fun for anyone, but actually educational for people interested in C++. The solution to every puzzle is a C++ related term or phrase. If you don't know what the solution means, you can search and learn something new. The challenge and fun is in keeping track of what order objects' lifetimes begin, and knowing what order they must end in. Each section has a description of the new concept introduced, and the challenges are increased at a leisurely pace. Each of these examples are real C++ code. If you are a C++ user, you can learn more about object lifetime with these puzzles. These puzzles come directly from classes that I teach with C++ programmers.