Download or read book Deep Learning with Python written by Francois Chollet and published by Simon and Schuster. This book was released on 2017-11-30 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't beat a serious Go player, to defeating a world champion. Behind this progress is deep learning—a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications. About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects. What's Inside Deep learning from first principles Setting up your own deep-learning environment Image-classification models Deep learning for text and sequences Neural style transfer, text generation, and image generation About the Reader Readers need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. About the Author François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others. Table of Contents PART 1 - FUNDAMENTALS OF DEEP LEARNING What is deep learning? Before we begin: the mathematical building blocks of neural networks Getting started with neural networks Fundamentals of machine learning PART 2 - DEEP LEARNING IN PRACTICE Deep learning for computer vision Deep learning for text and sequences Advanced deep-learning best practices Generative deep learning Conclusions appendix A - Installing Keras and its dependencies on Ubuntu appendix B - Running Jupyter notebooks on an EC2 GPU instance

Download or read book The Godfather Notebook written by Francis Ford Coppola and published by Simon and Schuster. This book was released on 2016-12-20 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE PUBLISHING SENSATION OF THE YEAR FOR EVERY FILM FAN The never-before-published edition of Francis Ford Coppola’s notes and annotations on The Godfather novel by Mario Puzo reveals the story behind one of the world’s most iconic films. The most important unpublished work on one of the greatest films of all time, The Godfather, written before filming, by the man who wrote and directed it—Francis Ford Coppola, then only thirty-two years old—reveals the intense creative process that went into making this seminal film. With his meticulous notes and impressions of Mario Puzo’s novel, the notebook was referred to by Coppola daily on set while he directed the movie. The Godfather Notebook pulls back the curtain on the legendary filmmaker and the film that launched his illustrious career. Complete with an introduction by Francis Ford Coppola and exclusive photographs from on and off the set, this is a unique, beautiful, and faithful reproduction of Coppola’s original notebook. This publication will change the way the world views the iconic film—and the process of filmmaking at large. A must-have book of the season. Nothing like it has ever been published before

Download or read book Blank Screenwriting Notebook Write Your Own Movies 200 Pages of Pre Formatted Script Templates 8 5 X 11 Journal for Ideas Notes in Sidebars for Writers of TV Shows and Films written by P. E. Robinson and published by . This book was released on 2019-10-29 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: A 200-Page pre-formatted notebook to spill out your film and TV scripts by hand. Our Vomit Draft Blank Screenwriting Notebooks are simple and provide visual guidelines on every page to help shape your words into industry-style screenplays. Unlock your wildest spec film and TV scripts without pre-editing or time-wasting like many do in front of a keyboard. Click on AUTHOR name for 8 journal colors! * Matte cover; write Title on Spine. * Guides for 'Titles, Slug Lines, Action, Dialogue, Characters, Page #s & Dates.' * Title page. * 3-Act brainstorming pages. * 'Notes & Objectives' sidebars. * 8 Scene bubbles to easily spot location changes later. * 40 Horizontal lines are numbered. * 200 Pages in all; 96 script pages, if using single-sided. * Full-Bleed design. * NO digital distractions. * NO staring at blank white computer screens. * NO more lost concepts. All ideas, one place. * NO more batteries, cables or clutter. * TRAVEL and write wherever you get a spark! VOMIT DRAFT: END PROCRASTINATION or GIFT ONE TO A WRITER.

Download or read book Applied Deep Learning with Python written by Alex Galea and published by Packt Publishing Ltd. This book was released on 2018-08-31 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on guide to deep learning that’s filled with intuitive explanations and engaging practical examples Key Features Designed to iteratively develop the skills of Python users who don’t have a data science background Covers the key foundational concepts you’ll need to know when building deep learning systems Full of step-by-step exercises and activities to help build the skills that you need for the real-world Book Description Taking an approach that uses the latest developments in the Python ecosystem, you’ll first be guided through the Jupyter ecosystem, key visualization libraries and powerful data sanitization techniques before we train our first predictive model. We’ll explore a variety of approaches to classification like support vector networks, random decision forests and k-nearest neighbours to build out your understanding before we move into more complex territory. It’s okay if these terms seem overwhelming; we’ll show you how to put them to work. We’ll build upon our classification coverage by taking a quick look at ethical web scraping and interactive visualizations to help you professionally gather and present your analysis. It’s after this that we start building out our keystone deep learning application, one that aims to predict the future price of Bitcoin based on historical public data. By guiding you through a trained neural network, we’ll explore common deep learning network architectures (convolutional, recurrent, generative adversarial) and branch out into deep reinforcement learning before we dive into model optimization and evaluation. We’ll do all of this whilst working on a production-ready web application that combines Tensorflow and Keras to produce a meaningful user-friendly result, leaving you with all the skills you need to tackle and develop your own real-world deep learning projects confidently and effectively. What you will learn Discover how you can assemble and clean your very own datasets Develop a tailored machine learning classification strategy Build, train and enhance your own models to solve unique problems Work with production-ready frameworks like Tensorflow and Keras Explain how neural networks operate in clear and simple terms Understand how to deploy your predictions to the web Who this book is for If you're a Python programmer stepping into the world of data science, this is the ideal way to get started.

Download or read book Notebook for Scripting written by Scripting Sheets and published by . This book was released on 2021-06-09 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Notebook for Manifesting Your Dreams What's possible when you start a manifestation journaling practice? Everything your heart desires! It all starts with the mindset and belief that you are 100% undoubtedly worthy and deserving of all your desires. This lined notebook journal is 6" x 9" (15.2 x 22.9 cm) and has 120 pages and features a premium gloss finish paperback cover design. Practically sized to take on the go so you won't forget to jot down any bolts of inspiration, while perfectly fitting inside a purse or bag to be carried around everywhere. It can be used as a law of attraction notebook, manifestation journal, gratitude book, composition book, or note-taking notebook. Keep Writing Down Your Dreams. You Get What You Script For!(tm) - ScriptingSheets.com

Download or read book Python Data Science Handbook written by Jake VanderPlas and published by "O'Reilly Media, Inc.". This book was released on 2016-11-21 with total page 743 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python Matplotlib: includes capabilities for a flexible range of data visualizations in Python Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

Download or read book R Markdown written by Yihui Xie and published by CRC Press. This book was released on 2018-07-27 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

Download or read book Blank Screenwriting Notebook Write Your Own Movies 200 Pages of Pre Formatted Script Templates 8 5 X 11 Journal for Ideas Notes in Sidebars for Writers of TV Shows and Films written by P. E. Robinson and published by . This book was released on 2019-10-29 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: A 200-Page pre-formatted notebook to spill out your film and TV scripts by hand. Our Vomit Draft Blank Screenwriting Notebooks are simple and provide visual guidelines on every page to help shape your words into industry-style screenplays. Unlock your wildest spec film and TV scripts without pre-editing or time-wasting like many do in front of a keyboard. Click on AUTHOR name for 8 journal colors! * Matte cover; write Title on Spine. * Guides for 'Titles, Slug Lines, Action, Dialogue, Characters, Page #s & Dates.' * Title page. * 3-Act brainstorming pages. * 'Notes & Objectives' sidebars. * 8 Scene bubbles to easily spot location changes later. * 40 Horizontal lines are numbered. * 200 Pages in all; 96 script pages, if using single-sided. * Full-Bleed design. * NO digital distractions. * NO staring at blank white computer screens. * NO more lost concepts. All ideas, one place. * NO more batteries, cables or clutter. * TRAVEL and write wherever you get a spark! VOMIT DRAFT: END PROCRASTINATION or GIFT ONE TO A WRITER.

Download or read book Scripting the Life You Want written by Royce Christyn and published by Simon and Schuster. This book was released on 2020-04-07 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: A step-by-step guide to the process of “scripting” your future and successfully manifesting what you want in life • Explores the science behind how the scripting method works and shares the vivid journal entries from the author’s big breakthrough--when he successfully used his method to land a lead role on a TV show • Details how the understanding of incredible new (and, until now, mostly unheard of) scientific discoveries and emerging technologies is the most important key to creating and manifesting in your life • Reveals fun, easy tools for manifesting and self-help, updated for a new generation In this step-by-step guide, filled with success stories and practical exercises, Royce Christyn details a simple “scripting” process for harnessing the Law of Attraction and manifesting what you want in your life--happiness, wealth, travel, love, health, the perfect career, or simply a productive day. The process is backed by science and experience, yet it feels like magic. And all you need is a pen and paper. Inspired by New Thought and Positive Thinking classics, Christyn explains how he developed his scripting method through 4 years of trial and error, keeping what worked and dropping what didn’t until he brought his success rate from 5% to nearly 100%. Sharing pages from his own journals, he outlines how to create the life you want with daily journaling exercises, beginning with a simple list-making practice to figure out your wants and intentions and then progressing to actual scripting of your future, whether the next 12 hours or the next 10 days. He shows how, over time, your scripts will increase in accuracy until they converge with reality. He shares the vivid entries from his big breakthrough--when he successfully used his method to land a lead guest-starring role on Disney Channel’s Wizards of Waverly Place with Selena Gomez. He explores how “feeling” your future success as you write your daily scripts helps attract your desired outcomes, and he shares the key phrases to include to make your script come true. The author also explores the science behind how the scripting method works, including a down-to-earth examination of quantum mechanics. From small dreams to lifelong goals, this book gives you the tools to put your thoughts into action and finally close the gap between where you are and where you want to be in your life.

Download or read book IPython Interactive Computing and Visualization Cookbook written by Cyrille Rossant and published by Packt Publishing Ltd. This book was released on 2014-09-25 with total page 899 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended to anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, hobbyists... Basic knowledge of Python/NumPy is recommended. Some skills in mathematics will help you understand the theory behind the computational methods.

Download or read book Learning Jupyter written by Dan Toomey and published by Packt Publishing Ltd. This book was released on 2016-11-30 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project Jupyter About This Book Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease This easy-to-follow, highly practical guide lets you forget your worries in scientific application development by leveraging big data tools such as Apache Spark, Python, R etc Who This Book Is For This book caters to all developers, students, or educators who want to execute code, see output, and comment all in the same document, in the browser. Data science professionals will also find this book very useful to perform technical and scientific computing in a graphical, agile manner. What You Will Learn Install and run the Jupyter Notebook system on your machine Implement programming languages such as R, Python, Julia, and JavaScript with Jupyter Notebook Use interactive widgets to manipulate and visualize data in real time Start sharing your Notebook with colleagues Invite your colleagues to work with you in the same Notebook Organize your Notebook using Jupyter namespaces Access big data in Jupyter In Detail Jupyter Notebook is a web-based environment that enables interactive computing in notebook documents. It allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Jupyter Notebook system is extensively used in domains such as data cleaning and transformation, numerical simulation, statistical modeling, machine learning, and much more. This book starts with a detailed overview of the Jupyter Notebook system and its installation in different environments. Next we'll help you will learn to integrate Jupyter system with different programming languages such as R, Python, JavaScript, and Julia and explore the various versions and packages that are compatible with the Notebook system. Moving ahead, you master interactive widgets, namespaces, and working with Jupyter in a multiuser mode. Towards the end, you will use Jupyter with a big data set and will apply all the functionalities learned throughout the book. Style and approach This comprehensive practical guide will teach you how to work with the Jupyter Notebook system. It demonstrates the integration of various programming languages with Jupyter Notebook through hands-on examples in every chapter.

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Download or read book Natural Language Processing with Transformers Revised Edition written by Lewis Tunstall and published by "O'Reilly Media, Inc.". This book was released on 2022-05-26 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments

Download or read book Let s Script Some Shit written by Intuition Books and published by . This book was released on 2019-11-18 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Small book to write scripting stories and a place to manifest the things you want the universe to bring your way.

Download or read book bookdown written by Yihui Xie and published by CRC Press. This book was released on 2016-12-12 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends R Markdown for technical writing, so that you can make better use of document elements such as figures, tables, equations, theorems, citations, and references. Similar to LaTeX, you can number and cross-reference these elements with bookdown. Your document can even include live examples so readers can interact with them while reading the book. The book can be rendered to multiple output formats, including LaTeX/PDF, HTML, EPUB, and Word, thus making it easy to put your documents online. The style and theme of these output formats can be customized. We used books and R primarily for examples in this book, but bookdown is not only for books or R. Most features introduced in this book also apply to other types of publications: journal papers, reports, dissertations, course handouts, study notes, and even novels. You do not have to use R, either. Other choices of computing languages include Python, C, C++, SQL, Bash, Stan, JavaScript, and so on, although R is best supported. You can also leave out computing, for example, to write a fiction. This book itself is an example of publishing with bookdown and R Markdown, and its source is fully available on GitHub.

Download or read book Scripting Writing Notebook written by JaymcDesign Books and published by . This book was released on 2020-08-27 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beautifully designed and Formatted This Script Writing Notebook has everything a Professional or student needs Plan out all your Film and TV Scripts by Hand with specially designed writing templates Vomit Draft your Screenwriting with ease featuring simple to understand visual guidelines on every page to help shape your words into industry-style screenplays. A must for any Screen writer, at an excellent price Get your copy today ******************************************************************************** A big thank you for supporting independent publishing ********************************************************************************* We hope you are happy with your purchase In need of another journal, diary or planner? Be sure to checkout our extensive catalogue for all manner and type of useful publications. Everything from financial ledgers, nutritional planners to coin collecting and even Scuba Diving, yes we're that extensive! We've also a great range of picture and activity and learning books perfect as children and family gifts for all occasions and holidays So, be sure to look up the name JaymcDesign Books next time your on Amazon for a journal, planner, diary or activity book. Better still why not sub to our spam free newsletter over on Facebook for once a month news on all latest offers and releases. https://www.facebook.com/Jaymcdesign-Books-101481615012433 A quick Review here on Amazon of what you thought of your purchase also would be awesome, thanks again!

Download or read book Script Writing Notebook written by Authorhood Designs and published by . This book was released on 2019-11-30 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Writing is different from one person to another ... there are plotters and there are panthers. Plotters like mapping and planning before even writing a word. Pantsers, on the other hand, start writing when they have a kernel of an idea, they let the pen flow without knowing what will happen in their story. But at one point both need to structure their story so that it's interesting and really sells. Either you are a Plotter or a Pantser; you probably will gain clarity after mapping your story and actually sitting to write your primary draft. This notebook is designed to help you map the outline of your screenplay in the beat sheet template. Then you can write the primary draft of your screenplay on the formatted pages. The first few pages will show how to use this notebook. Beat sheet template includes the basic beats that every screenplay should have. It includes: LOGLINE Theme Protagonist or hero defining The Adversary defining Three Acts and beats sheets Act one beats: A 'before' snapshot, Trigger, Goal (outer journey) Act Two beats: Roller coaster stage, Fork in the road (the climax) Act Three beats: Final Push, Transformation & happily ever after The vomit sheets are preformatted to guide you while writing. Specifications Size: 8.5 x 11 inches large size and enough space to collect your ideas, map and write your screenplay. Pages: Total 200 white interior pages (100 sheets). The first few pages on how to use the notebook, the next two pages have a blank table of ideas so that you can indexing and find your ideas easily. Then the templates for the beat sheet for plot mapping with plenty of space to write your outline. Then guided formatted pages to help you write your screenplay vomit draft. Cover and Binding: Paperback binding with Printed Softcover so that it is easy to store and carry. This notebook is a unique gift to a writer friend or family. Scroll up and get your copy.