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Minimal Notebook
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Download or read book The Wander Society written by Keri Smith and published by Penguin. This book was released on 2016-03-29 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the internationally bestselling creator of Wreck This Journal... wan·der verb \ˈwän-dər\ to walk/explore/amble in an unplanned or aimless way with a complete openness to the unknown Several years ago when Keri Smith, bestselling author of Wreck This Journal, discovered cryptic handwritten notations in a worn copy of Walt Whitman’s Leaves of Grass, her interest was piqued. Little did she know at the time that those simple markings would become the basis of a years-long, life-changing exploration into a mysterious group known only as The Wander Society, as well as the subject of this book. Within these pages, you’ll find the results of Smith’s research: A guide to the Wander Society, a secretive group that holds up the act of wandering, or unplanned exploring, as a way of life. You’ll learn about the group’s mysterious origins, meet fellow wanderers through time, discover how wandering feeds the creative mind, and learn how to best practice the art of wandering, should you choose to accept the mission.
Book Synopsis The Machine Learning Solutions Architect Handbook by : David Ping
Download or read book The Machine Learning Solutions Architect Handbook written by David Ping and published by Packt Publishing Ltd. This book was released on 2022-01-21 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutions Key Features Explore different ML tools and frameworks to solve large-scale machine learning challenges in the cloud Build an efficient data science environment for data exploration, model building, and model training Learn how to implement bias detection, privacy, and explainability in ML model development Book DescriptionWhen equipped with a highly scalable machine learning (ML) platform, organizations can quickly scale the delivery of ML products for faster business value realization. There is a huge demand for skilled ML solutions architects in different industries, and this handbook will help you master the design patterns, architectural considerations, and the latest technology insights you’ll need to become one. You’ll start by understanding ML fundamentals and how ML can be applied to solve real-world business problems. Once you've explored a few leading problem-solving ML algorithms, this book will help you tackle data management and get the most out of ML libraries such as TensorFlow and PyTorch. Using open source technology such as Kubernetes/Kubeflow to build a data science environment and ML pipelines will be covered next, before moving on to building an enterprise ML architecture using Amazon Web Services (AWS). You’ll also learn about security and governance considerations, advanced ML engineering techniques, and how to apply bias detection, explainability, and privacy in ML model development. By the end of this book, you’ll be able to design and build an ML platform to support common use cases and architecture patterns like a true professional. What you will learn Apply ML methodologies to solve business problems Design a practical enterprise ML platform architecture Implement MLOps for ML workflow automation Build an end-to-end data management architecture using AWS Train large-scale ML models and optimize model inference latency Create a business application using an AI service and a custom ML model Use AWS services to detect data and model bias and explain models Who this book is for This book is for data scientists, data engineers, cloud architects, and machine learning enthusiasts who want to become machine learning solutions architects. You’ll need basic knowledge of the Python programming language, AWS, linear algebra, probability, and networking concepts before you get started with this handbook.
Book Synopsis Docker for Data Science by : Joshua Cook
Download or read book Docker for Data Science written by Joshua Cook and published by Apress. This book was released on 2017-08-23 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Docker "infrastructure as code" technology to define a system for performing standard but non-trivial data tasks on medium- to large-scale data sets, using Jupyter as the master controller. It is not uncommon for a real-world data set to fail to be easily managed. The set may not fit well into access memory or may require prohibitively long processing. These are significant challenges to skilled software engineers and they can render the standard Jupyter system unusable. As a solution to this problem, Docker for Data Science proposes using Docker. You will learn how to use existing pre-compiled public images created by the major open-source technologies—Python, Jupyter, Postgres—as well as using the Dockerfile to extend these images to suit your specific purposes. The Docker-Compose technology is examined and you will learn how it can be used to build a linked system with Python churning data behind the scenes and Jupyter managing these background tasks. Best practices in using existing images are explored as well as developing your own images to deploy state-of-the-art machine learning and optimization algorithms. What You'll Learn Master interactive development using the Jupyter platform Run and build Docker containers from scratch and from publicly available open-source images Write infrastructure as code using the docker-compose tool and its docker-compose.yml file type Deploy a multi-service data science application across a cloud-based system Who This Book Is For Data scientists, machine learning engineers, artificial intelligence researchers, Kagglers, and software developers
Book Synopsis Cisco Certified DevNet Professional DEVCOR 350-901 Official Cert Guide by : Hazim Dahir
Download or read book Cisco Certified DevNet Professional DEVCOR 350-901 Official Cert Guide written by Hazim Dahir and published by Cisco Press. This book was released on 2022-08-15 with total page 1601 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trust the best-selling Official Cert Guide series from Cisco Press to help you learn, prepare, and practice for exam success. They are built with the objective of providing assessment, review, and practice to help ensure you are fully prepared for your certification exam. * Understand and apply Cisco Certified DevNet Professional (DEVCOR 350-901) exam topics * Assess your knowledge with chapter-opening quizzes * Review key concepts with exam preparation tasks This is the eBook edition of the Cisco Certified DevNet Professional DEVCOR 350-901 Official Cert Guide. This eBook does not include access to the companion website with practice exam that comes with the print edition. Cisco Certified DevNet Professional DEVCOR 350-901 Official Cert Guide presents you with an organized test preparation routine through the use of proven series elements and techniques. “Do I Know This Already?” quizzes open each chapter and enable you to decide how much time you need to spend on each section. Exam topic lists make referencing easy. Chapter-ending exam preparation tasks help you drill on key concepts you must know thoroughly. Cisco Certified DevNet Professional DEVCOR 350-901 Official Cert Guide focuses specifically on the objectives for the DevNet Professional DEVCOR 350-901 exam. Four leading Cisco DevNet experts share preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills. Material is presented in a concise manner, focusing on increasing your understanding and retention of exam topics. Well regarded for its level of detail, assessment features, comprehensive design scenarios, and challenging review questions and exercises, this official study guide helps you understand the concepts and apply the techniques you need to enable you to succeed on the exam the first time. It helps you learn all the topics on the DEVCOR 350-901 exam, deepening your knowledge of * Software development and design: Distributed apps, app design, problem-solving, databases, architectural patterns, and more * APIs: REST APIs, error handling, flow control, usage optimization, OAuth2 authorization * Cisco platforms: API or script usage with Webex Teams, Firepower, Meraki, Intersight, UCS, Cisco DNA, AppDynamics, custom dashboards * Application deployment and security: CI/CD pipelines, Docker, Kubernetes, containers, data privacy, secret storage, OWASP threat mitigation, encryption, and more * Infrastructure and automation: Model-driven telemetry, RESTCONF, Ansible, Puppet, configuration management, app hosting
Book Synopsis Blueprints for Text Analytics Using Python by : Jens Albrecht
Download or read book Blueprints for Text Analytics Using Python written by Jens Albrecht and published by O'Reilly Media. This book was released on 2020-12-04 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you should use and in what order. This practical book provides data scientists and developers with blueprints for best practice solutions to common tasks in text analytics and natural language processing. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler provide real-world case studies and detailed code examples in Python to help you get started quickly. Extract data from APIs and web pages Prepare textual data for statistical analysis and machine learning Use machine learning for classification, topic modeling, and summarization Explain AI models and classification results Explore and visualize semantic similarities with word embeddings Identify customer sentiment in product reviews Create a knowledge graph based on named entities and their relations
Download or read book PC Mag written by and published by . This book was released on 1990-09-25 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: PCMag.com is a leading authority on technology, delivering Labs-based, independent reviews of the latest products and services. Our expert industry analysis and practical solutions help you make better buying decisions and get more from technology.
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 InfoWorld written by and published by . This book was released on 1995-06-26 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.
Download or read book PC Mag written by and published by . This book was released on 1991-11-12 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: PCMag.com is a leading authority on technology, delivering Labs-based, independent reviews of the latest products and services. Our expert industry analysis and practical solutions help you make better buying decisions and get more from technology.
Download or read book InfoWorld written by and published by . This book was released on 1995-07-17 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.
Book Synopsis Apache Spark Implementation on IBM z/OS by : Lydia Parziale
Download or read book Apache Spark Implementation on IBM z/OS written by Lydia Parziale and published by IBM Redbooks. This book was released on 2016-08-13 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term big data refers to extremely large sets of data that are analyzed to reveal insights, such as patterns, trends, and associations. The algorithms that analyze this data to provide these insights must extract value from a wide range of data sources, including business data and live, streaming, social media data. However, the real value of these insights comes from their timeliness. Rapid delivery of insights enables anyone (not only data scientists) to make effective decisions, applying deep intelligence to every enterprise application. Apache Spark is an integrated analytics framework and runtime to accelerate and simplify algorithm development, depoyment, and realization of business insight from analytics. Apache Spark on IBM® z/OS® puts the open source engine, augmented with unique differentiated features, built specifically for data science, where big data resides. This IBM Redbooks® publication describes the installation and configuration of IBM z/OS Platform for Apache Spark for field teams and clients. Additionally, it includes examples of business analytics scenarios.
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.
Book Synopsis Teaching Science With Interactive Notebooks by : Kellie Marcarelli
Download or read book Teaching Science With Interactive Notebooks written by Kellie Marcarelli and published by Corwin Press. This book was released on 2010-05-18 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Easy to read, with good examples and illustrations. The rationale is spelled out for every step, the setup for the interactive notebook is clearly explained, and you can hear the enthusiasm of the author, which makes the reader enthusiastic about trying the strategy." —Maria Mesires, Seventh-Grade Science Teacher Case Middle School, Watertown, NY "In an era when science teachers are being asked more and more to teach writing skills and build science literacy, this book presents an engaging and creative way to answer that challenge and encourage the use of higher-order thinking skills." —Michael Baker, Eighth-Grade Science Teacher Memorial Middle School, Albany, OR Increase student learning in the inquiry-based science classroom! Interactive notebooks allow students to record and analyze observations, reflect on their learning, and self-assess their work. Teaching Science With Interactive Notebooks gives educators a step-by-step process for introducing interactive notebooks to students and using notebooks to develop students′ communication skills, cognitive organization skills, and sense of responsibility for their own learning. Packed with examples from actual student notebooks, this detailed guide explains the unique features that make interactive notebooks more effective tools than conventional notebooks for science classrooms. This resource: Describes the nuts and bolts of implementing interactive notebooks, including execution, time management, and grading Uses the 5E Learning Cycle (engage, explore, elaborate, extend, evaluate) as the framework for science instruction Emphasizes the importance of writing in science and provides strategies for modeling effective writing Explores strategies to encourage collaborative student inquiry and foster whole-class discussions By implementing interactive notebooks in your classroom, you can gain deeper insight into each student′s understanding, learning progress, and thinking!
Author :Mango House Mango House Publishing Publisher :Createspace Independent Publishing Platform ISBN 13 :9781984949394 Total Pages :110 pages Book Rating :4.9/5 (493 download)
Book Synopsis Dot Grid Journal Notebook by : Mango House Mango House Publishing
Download or read book Dot Grid Journal Notebook written by Mango House Mango House Publishing and published by Createspace Independent Publishing Platform. This book was released on 2018-02 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dot Grid Journal : Dark Green cover. Minimalist design. Perfect for bullet journaling. Dotted notebook. Extra large size - 8.5 x 11 inches. 110 pages. Discover more dot grid journals: search for "Mango House Publishing dot grid" in the Books section.
Download or read book InfoWorld written by and published by . This book was released on 1999-04-05 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.
Download or read book Newmedia written by and published by . This book was released on 1997 with total page 762 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Methods in Biotechnology by : Seung-Beom Hong
Download or read book Methods in Biotechnology written by Seung-Beom Hong and published by John Wiley & Sons. This book was released on 2016-08-01 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: As rapid advances in biotechnology occur, there is a need for a pedagogical tool to aid current students and laboratory professionals in biotechnological methods; Methods in Biotechnology is an invaluable resource for those students and professionals. Methods in Biotechnology engages the reader by implementing an active learning approach, provided advanced study questions, as well as pre- and post-lab questions for each lab protocol. These self-directed study sections encourage the reader to not just perform experiments but to engage with the material on a higher level, utilizing critical thinking and troubleshooting skills. This text is broken into three sections based on level – Methods in Biotechnology, Advanced Methods in Biotechnology I, and Advanced Methods in Biotechnology II. Each section contains 14-22 lab exercises, with instructor notes in appendices as well as an answer guide as a part of the book companion site. This text will be an excellent resource for both students and laboratory professionals in the biotechnology field.
