Download or read book STEM in Action written by United States. Congress. House. Committee on Science, Space, and Technology (2011) and published by . This book was released on 2011 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Data Science on the Google Cloud Platform written by Valliappa Lakshmanan and published by "O'Reilly Media, Inc.". This book was released on 2017-12-12 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of the book, you’ll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science. You’ll learn how to: Automate and schedule data ingest, using an App Engine application Create and populate a dashboard in Google Data Studio Build a real-time analysis pipeline to carry out streaming analytics Conduct interactive data exploration with Google BigQuery Create a Bayesian model on a Cloud Dataproc cluster Build a logistic regression machine-learning model with Spark Compute time-aggregate features with a Cloud Dataflow pipeline Create a high-performing prediction model with TensorFlow Use your deployed model as a microservice you can access from both batch and real-time pipelines

Download or read book Codeless Deep Learning with KNIME written by Kathrin Melcher and published by Packt Publishing Ltd. This book was released on 2020-11-27 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how to integrate KNIME Analytics Platform with deep learning libraries to implement artificial intelligence solutions Key FeaturesBecome well-versed with KNIME Analytics Platform to perform codeless deep learningDesign and build deep learning workflows quickly and more easily using the KNIME GUIDiscover different deployment options without using a single line of code with KNIME Analytics PlatformBook Description KNIME Analytics Platform is an open source software used to create and design data science workflows. This book is a comprehensive guide to the KNIME GUI and KNIME deep learning integration, helping you build neural network models without writing any code. It’ll guide you in building simple and complex neural networks through practical and creative solutions for solving real-world data problems. Starting with an introduction to KNIME Analytics Platform, you’ll get an overview of simple feed-forward networks for solving simple classification problems on relatively small datasets. You’ll then move on to build, train, test, and deploy more complex networks, such as autoencoders, recurrent neural networks (RNNs), long short-term memory (LSTM), and convolutional neural networks (CNNs). In each chapter, depending on the network and use case, you’ll learn how to prepare data, encode incoming data, and apply best practices. By the end of this book, you’ll have learned how to design a variety of different neural architectures and will be able to train, test, and deploy the final network. What you will learnUse various common nodes to transform your data into the right structure suitable for training a neural networkUnderstand neural network techniques such as loss functions, backpropagation, and hyperparametersPrepare and encode data appropriately to feed it into the networkBuild and train a classic feedforward networkDevelop and optimize an autoencoder network for outlier detectionImplement deep learning networks such as CNNs, RNNs, and LSTM with the help of practical examplesDeploy a trained deep learning network on real-world dataWho this book is for This book is for data analysts, data scientists, and deep learning developers who are not well-versed in Python but want to learn how to use KNIME GUI to build, train, test, and deploy neural networks with different architectures. The practical implementations shown in the book do not require coding or any knowledge of dedicated scripts, so you can easily implement your knowledge into practical applications. No prior experience of using KNIME is required to get started with this book.

Download or read book Python for Data Science A Practical Approach to Machine Learning written by Jarrel E. and published by Jarrel E.. This book was released on 2023-11-15 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the world of data science with Python for Data Science: A Practical Approach to Machine Learning. This comprehensive guide is meticulously crafted to provide you with the knowledge and skills necessary to excel in the ever-evolving field of data science. Authored by a seasoned writer who understands the nuances of the craft, this book is a masterpiece in itself, delivering a deep dive into the realm of Python and its application in data science. The book's primary focus is on machine learning, making it an invaluable resource for those seeking to harness the power of data to make informed decisions. In Python for Data Science, you'll find a well-structured and organized approach to learning Python, with an emphasis on its real-world applications. The book presents the subject matter with clarity and precision, ensuring that every concept is explained in a coherent and logical manner. Key highlights of the book include: A comprehensive introduction to Python, including its syntax and core libraries. In-depth coverage of data manipulation and analysis using popular libraries like Pandas and NumPy. A thorough exploration of machine learning algorithms, from the fundamentals to advanced techniques. Hands-on examples and practical exercises to reinforce your understanding. Real-world case studies and projects that demonstrate how Python can be used to solve complex data science challenges. Whether you're a novice looking to embark on a data science journey or an experienced professional seeking to expand your skill set, this book offers something for everyone. Its professionally written content is your gateway to mastering Python and machine learning for data science. Python for Data Science: A Practical Approach to Machine Learning is more than just a book; it's a comprehensive resource that empowers you to become a proficient data scientist. Dive into the world of data with confidence and transform your career with the knowledge and expertise gained from this remarkable guide.

Download or read book GDevelop Game Creation written by Chak Tin Yu and published by . This book was released on 2020-06-12 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: GDevelop had revolutionized the world of open source 2D game creation, by providing easy drag-and-drop kind of interface for producing complex game logic, all without writing codes and scripts. The goal of this book is to provide starters with rich technical information so the best decision and judgment can be exercised when creating 2D games through it.Throughout this book we will simply refer to GDevelop as GD. As of the time of this writing the latest version is V5, which supports exporting to the Facebook Instant Game platform. This is not a step-by-step tutorial. This is also not a guide book kind of overview material. We place our focus on the practical side of game creation - practical tips and techniques one will definitely need when starting out a game project. We also tell exactly what can and cannot be done with Construct, and the kind of performance drawback that can be foreseen when the platform is not fed with the right inputs. So, are you ready for the challenge?

Download or read book Practical AI on the Google Cloud Platform written by Micheal Lanham and published by O'Reilly Media. This book was released on 2020-10-20 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing text, images, and video. Author Micheal Lanham demonstrates methods for building and training models step-by-step and shows you how to expand your models to accomplish increasingly complex tasks. If you have a good grasp of math and the Python language, you'll quickly get up to speed with Google Cloud Platform, whether you want to build an AI assistant or a simple business AI application. Learn key concepts for data science, machine learning, and deep learning Explore tools like Video AI and AutoML Tables Build a simple language processor using deep learning systems Perform image recognition using CNNs, transfer learning, and GANs Use Google's Dialogflow to create chatbots and conversational AI Analyze video with automatic video indexing, face detection, and TensorFlow Hub Build a complete working AI agent application

Download or read book Active Learning in College Science written by Joel J. Mintzes and published by Springer Nature. This book was released on 2020-02-23 with total page 989 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores evidence-based practice in college science teaching. It is grounded in disciplinary education research by practicing scientists who have chosen to take Wieman’s (2014) challenge seriously, and to investigate claims about the efficacy of alternative strategies in college science teaching. In editing this book, we have chosen to showcase outstanding cases of exemplary practice supported by solid evidence, and to include practitioners who offer models of teaching and learning that meet the high standards of the scientific disciplines. Our intention is to let these distinguished scientists speak for themselves and to offer authentic guidance to those who seek models of excellence. Our primary audience consists of the thousands of dedicated faculty and graduate students who teach undergraduate science at community and technical colleges, 4-year liberal arts institutions, comprehensive regional campuses, and flagship research universities. In keeping with Wieman’s challenge, our primary focus has been on identifying classroom practices that encourage and support meaningful learning and conceptual understanding in the natural sciences. The content is structured as follows: after an Introduction based on Constructivist Learning Theory (Section I), the practices we explore are Eliciting Ideas and Encouraging Reflection (Section II); Using Clickers to Engage Students (Section III); Supporting Peer Interaction through Small Group Activities (Section IV); Restructuring Curriculum and Instruction (Section V); Rethinking the Physical Environment (Section VI); Enhancing Understanding with Technology (Section VII), and Assessing Understanding (Section VIII). The book’s final section (IX) is devoted to Professional Issues facing college and university faculty who choose to adopt active learning in their courses. The common feature underlying all of the strategies described in this book is their emphasis on actively engaging students who seek to make sense of natural objects and events. Many of the strategies we highlight emerge from a constructivist view of learning that has gained widespread acceptance in recent years. In this view, learners make sense of the world by forging connections between new ideas and those that are part of their existing knowledge base. For most students, that knowledge base is riddled with a host of naïve notions, misconceptions and alternative conceptions they have acquired throughout their lives. To a considerable extent, the job of the teacher is to coax out these ideas; to help students understand how their ideas differ from the scientifically accepted view; to assist as students restructure and reconcile their newly acquired knowledge; and to provide opportunities for students to evaluate what they have learned and apply it in novel circumstances. Clearly, this prescription demands far more than most college and university scientists have been prepared for.

Download or read book Build Your Author Platform written by Carole Jelen and published by BenBella Books, Inc.. This book was released on 2014-05-13 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: A great book is no longer enough. An author platform is the most powerful key to success in today's saturated market, and increasingly, publishers are demanding that new authors come to them with an existing audience of interested followers. Authors who are self-publishing have an even bigger need to build an engaged audience. Social media makes building the author platform easier than ever, but, unfortunately, most authors struggle to get it right. How can authors create their unique platform, connect with followers, write a manuscript, and grow their business? In Build Your Author Platform: The New Rules, top literary agent Carole Jelen and tech expert Michael McCallister apply their combined 35 years of expertise to outline 14 practical, hands-on steps to create a presence that will produce high book sales and expanded audience. From pre-publication through book launch and beyond, authors will learn how to: • Define goals and a unique brand • Employ successful website strategies, content, social presence, media authority, and training • Secure positive reviews • Attract viewers efficiently without cost Filled with detailed lessons, examples, success stories, and techniques used by marketing departments at major publishers, Build Your Author Platform is an indispensable guide for anyone looking for insight into publishing, promoting, and marketing books.

Download or read book Adobe Flash Platform from Start to Finish written by Aaron Pedersen and published by Pearson Education. This book was released on 2010-06-10 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create and execute cutting-edge projects using the Adobe Flash Platform! This book explores a Flash Platform project’s life cycle, diving deep into each phase — planning, design, development, build and release, and continued maintenance. This comprehensive guide is for your entire team to refer to during the development process, including business executives, project managers, creative directors, designers, developers, and quality assurance and build engineers, explaining how each role contributes to the overall process. The book also highlights the Adobe applications — Flash Catalyst CS5, Flash Builder 4, Flash Professional CS5 and other Adobe Creative Suite 5 programs — so you can leverage the latest technology to accomplish the task at hand. Whether you’re a one-person shop or a large multi-department team, this guide details the process and scales to the key requirements of your project. About the Authors: Aaron Pedersen is cofounder of DevelopmentArc and has more than a decade of Web application experience for small startups and Fortune 500 companies. He focuses on user interface technologies, including Adobe Flash Platform (Adobe Flex, AIR) and JavaScript. He has been a lead, planner, and architect on many groundbreaking projects for Lexus.com, Scion.com, Adobe Marketplace, Yahoo Mail Flickr application, and WorkflowLab for Adobe. James Polanco is a Web application architect and cofounder of DevelopmentArc, focusing on ActionScript development, design patterns, and component implementations. He has worked with such clients as Scion.com, Lexus.com, Toyota.com, Libsyn Podcast Analytics Dashboard, Fake Science Music Store, Industrial Light & Magic, and Adobe Systems. He is an avid blogger, speaker, and researcher with a particular interest in technology implementations, best practices, and analysis of Web enabled tools and technologies. Doug Winnie is the principal product manager for Adobe Flash Catalyst, Flash Platform Workflow, and WorkflowLab. He is responsible for the integration of Adobe Flash Professional, Flash Catalyst, and Flash Builder, driving the growth of collaborative workflows between designers and developers using the Adobe Flash Platform. Doug is also an instructor at San Francisco State University and hosts the Adobe TV shows, ”ActionScript 1:1 with Doug Winnie” and “Flash Catalyst 1:1 with Doug Winnie.”

Download or read book Propose Your Book written by Patricia Fry and published by Simon and Schuster. This book was released on 2015-08-25 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Authors are the CEOs of their books, and their book proposals are their business plans. Most agents and publishers require a proposal before ever setting eyes on a manuscript, and it is a crucial element in getting published. Writing a proposal can also help an author to write the right book for the right audience, and to more successfully pitch a book to the right agent or publisher. Propose Your Book offers a clear understanding of the book proposal process in today’s fiercely competitive publishing climate. It includes: The most up-to-date concepts in writing a book proposal Insider tips from the agents and publishers Examples of actual proposals from publishers’ files Covering proposals for nonfiction, fiction, and children’s books, Patricia Fry provides a hands-on approach from an experienced writer’s perspective. Propose Your Book, enriched with innovative and tried-and-true strategies, is a complete guide to perfecting contemporary proposals that will sell writers’ books. Allworth Press, an imprint of Skyhorse Publishing, publishes a broad range of books on the visual and performing arts, with emphasis on the business of art. Our titles cover subjects such as graphic design, theater, branding, fine art, photography, interior design, writing, acting, film, how to start careers, business and legal forms, business practices, and more. While we don't aspire to publish a New York Times bestseller or a national bestseller, we are deeply committed to quality books that help creative professionals succeed and thrive. We often publish in areas overlooked by other publishers and welcome the author whose expertise can help our audience of readers.

Download or read book A Hands On Introduction to Machine Learning written by Chirag Shah and published by Cambridge University Press. This book was released on 2022-12-31 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained and practical introduction that assumes no prior knowledge of programming or machine learning.

Download or read book The Total Inventors Manual Popular Science written by Sean Michael Ragan and published by Simon and Schuster. This book was released on 2017-01-10 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Transform your idea into a top-selling product"--Front cover.

Download or read book Starting with Raspberry Pi written by Barrett Williams and published by Barrett Williams. This book was released on 2024-08-27 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: **Starting with Raspberry Pi Your Ultimate Guide to the World of DIY Computing** Unleash the incredible power of the Raspberry Pi with "Starting with Raspberry Pi," your definitive guide to unlocking the potential of the world's most versatile mini-computer. Whether you're an enthusiastic beginner or a tech-savvy hobbyist, this comprehensive eBook takes you step-by-step from unboxing your new device to diving into complex projects with confidence and ease. **Discover what makes Raspberry Pi a game-changer** - **Foundations and Evolution** Uncover the fascinating history and development of Raspberry Pi and understand why it's become a staple for tech enthusiasts worldwide. - **Initial Setup and Configuration** Navigate through the essential hardware requirements, recommended accessories, and model selection to ensure your Raspberry Pi is tailored to your needs. - **Operating System Mastery** Get acquainted with the Raspberry Pi OS, explore its interface, and learn the key configurations to hit the ground running. **Master the Core Concepts** - **Command Line Proficiency** Delve into the Terminal, grasp fundamental commands, and begin harnessing the true power of your system. - **Remote Access Setup** Establish SSH capabilities and remote access for seamless control and management of your Raspberry Pi. **Dive into Software and Programming** - **Software Installation** Use APT to install a range of beginner-friendly software and additional programming languages to expand your capabilities. - **Python Programming** Start scripting with Python, one of the most preferred languages for Raspberry Pi, and create your first programs effortlessly. **Embark on Exciting Projects** - **Web Servers and Media Centers** Learn to set up your personal web server, host a website, and transform your Raspberry Pi into a powerful media center with Kodi. - **Electronics and GPIO** Venture into the world of electronics by controlling LEDs and building simple circuits using GPIO pins. - **Sensor Integration** Connect various sensors to your Pi, read and visualize data, and create interactive projects. - **Camera Module** Capture high-quality photos and videos, and incorporate the Raspberry Pi Camera Module into your projects. **Expand Your Horizons** - **Gaming and Automation** Build a retro gaming console with RetroPie and step into home automation with Home Assistant to streamline your daily life. - **Troubleshooting Tips** Arm yourself with solutions to common issues and know where to find community support and resources. This exhaustive guide ensures you're never alone on your Raspberry Pi journey. "Starting with Raspberry Pi" empowers you to explore, innovate, and push the boundaries of what's possible with this remarkable device. Get ready to bring your tech dreams to life!

Download or read book McGraw Hill Education GMAT 2016 Cross Platform Edition written by Sandra Luna McCune and published by McGraw Hill Professional. This book was released on 2015-08-28 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: The only one-stop GMAT study system that lets you practice across all platforms--print, online, and mobile! With the McGraw-Hill Education: GMAT 2016, Cross-Platform Edition you can take practice tests in print and on your computer, tablet, or smartphone--or all of the above! The book covers the foundations of each essential concept covered on the exam, introduces proven test-taking strategies, and includes review exercises in each chapter to help you increase your confidence. McGraw-Hill Education: GMAT 2016, Cross-Platform Edition includes: 10 interactive practice GMATs: the 4 from the book and 6 additional tests Question-a-Day app provides regular opportunities for review Test Planner app helps you organize your time and design your own study schedules Answer keys with full explanations About the Cross-Platform format: The Cross-Platform format provides a fully comprehensive print, online, and mobile program: Entire instructional content available in print and digital form Personalized study plan and daily goals Powerful analytics to assess test readiness Flashcards, games, and social media for additional support For the time-pressured GMAT student, this unparalleled digital access means that full study resources are always at hand.

Download or read book Cruising World written by and published by . This book was released on 1991-10 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Power Platform and the AI Revolution written by Aaron Guilmette and published by Packt Publishing Ltd. This book was released on 2024-05-31 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the untapped potential of ChatGPT, CoPilot, and Azure AI services by integrating them with the Microsoft Power Platform Key Features Gain insights into the latest AI technologies and their business applications Use generative AI to build apps, workflows, and chatbots Learn how to integrate AI services to automate work and deliver apps for specific business needs Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIn this AI era, employing leading machine learning and AI models such as ChatGPT for responding to customer feedback and prototyping applications is crucial to drive business success in the competitive market. This book is an indispensable guide to integrating cutting-edge technology into business operations and leveraging AI to analyze sentiment at scale, helping free up valuable time to enhance customer relationships. Immerse yourself in the future of AI-enabled application development by working with Power Automate, Power Apps, and the new Copilot Studio. With this book, you’ll learn foundational AI concepts as you explore the extensive capabilities of the low-code Power Platform. You’ll see how Microsoft's advanced machine learning technologies can streamline common business tasks such as extracting key data elements from customer documents, reviewing customer emails, and validating passports and drivers’ licenses. The book also guides you in harnessing the power of generative AI to expedite tasks like creating executive summaries, building presentations, and analyzing resumes. You’ll build apps using natural language prompting and see how ChatGPT can be used to power chatbots in your organization. By the end of this book, you’ll have charted your path to developing your own reusable AI automation patterns to propel your business operations into the future.What you will learn Interact with ChatGPT using connectors and HTTP calls Train AI models to identify the key elements of documents Use generative AI to answer questions about organizational content Leverage AI image recognition services to describe pictures Use generative AI tools to help build workflows and apps Build chatbots using the new Copilot Studio Analyze customer feedback using AI sentiment analysis tools such as AI Builder Who this book is for If you’re interested in exploring the capabilities of modern AI technologies in the workplace, this book is for you. Specially tailored for IT professionals, developers, business leaders, human resources administrators, managers, and entrepreneurs–anyone aspiring to become a productivity rockstar will find this book helpful for extending their skill set through hands-on exercises. The content is beginner-friendly, assuming no knowledge of machine learning or artificial intelligence concepts, making it a perfect starting point for newcomers to the field.

Download or read book INTRODUCTION TO DATA SCIENCE THROUGH MACHINE LEARNING written by Dr.V.Maniraj and published by SK Research Group of Companies. This book was released on 2022-07-22 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr.V.Maniraj, Associate Professor & Coordinator, PG & Research Department of Computer Science, AVVM SRI PUSHPAM COLLEGE (AUTONOMOUS), Poondi, Thanjavur, Tamil Nadu, India. M.Dhivya , Research Scholar, PG & Research Department of Computer Science, AVVM SRI PUSHPAM COLLEGE (AUTONOMOUS), Poondi, Thanjavur, Tamil Nadu, India.