Download or read book Sora AI text to Video generation guide for advanced user written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-04-01 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the full potential of Sora AI and conquer common video generation challenges with our comprehensive troubleshooting guide. Designed for advanced users, this guide equips you with the knowledge to fix issues related to: Prompting: Craft clear and concise prompts that translate your vision into stunning visuals. Learn how to avoid vague descriptions and optimize prompt length for successful generation. Rendering: Streamline your workflow and overcome long rendering times. Explore strategies like cloud processing and breaking down projects for faster turnaround. Content Concerns: Ensure your AI-generated videos meet the highest standards. Discover how to prevent inappropriate content and navigate potential copyright considerations surrounding AI-created media. This guide goes beyond basic troubleshooting, offering valuable insights into best practices for crafting effective prompts and generating high-quality videos with Sora AI. In addition to problem-solving, you'll gain valuable knowledge on: Advanced prompt techniques for detailed character animation, emotional cues, and camera control. Integrating existing media like images and videos into your Sora creations for seamless storytelling. Optimizing workflows for large-scale projects through batch processing and collaboration tools. Master Sora AI and transform your video creation process. Download our guide today!

Download or read book Sora Ai for Beginners written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-03-31 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash Your Creativity: A Comprehensive Guide to Mastering Sora Ai Video Generation Are you ready to revolutionize your video creation process? Look no further than Sora Ai, the cutting-edge text-to-video technology that empowers anyone to transform ideas into captivating visuals. This comprehensive guide unlocks the full potential of Sora Ai, equipping you with the knowledge and skills to craft professional-quality videos with ease. Craft Compelling Prompts: The Heart of Your Video Your journey begins with the foundation – the prompt. We delve into the art of crafting clear, concise, and detailed prompts that act as a roadmap for Sora Ai. Learn how to describe scenes, characters, actions, and the overall tone to ensure your vision translates perfectly into a video. Fine-Tune Your Vision: Customization Options Explained Sora Ai goes beyond simple generation. Explore the exciting world of customization options, where you can select video styles (realistic, cartoon, etc.), choose background music, and even add voiceovers (text-to-speech or your own recording) to personalize your video and enhance audience engagement. Bring Your Video to Life: The Generation Process Demystified Witness the magic of AI in action! We walk you through the generation process, from initiating the creation based on your prompt and customizations to understanding the factors that influence generation time. Learn about the possibility of previewing your video before full generation, allowing you to refine your vision further. Editing and Polishing Your Masterpiece Don't settle for just good, make it great! Master the built-in editing tools within Sora Ai to trim unwanted sections, incorporate text overlays, and ensure a smooth and cohesive viewing experience. We also explore the potential of using external editing software for advanced control over color correction, transitions, and additional effects. Optimizing Videos for Success: Beyond the Edit The journey doesn't end with editing. Discover strategies to optimize your video for success. Learn the importance of metadata (title, description, tags) for searchability, explore popular video-sharing platforms like YouTube and social media, and delve into audience engagement techniques to keep viewers hooked and coming back for more. Common Challenges and Troubleshooting: Mastering Sora Ai Even the most skilled creators encounter roadblocks. This guide equips you with valuable troubleshooting tips to overcome challenges like unclear prompts, unsatisfactory results, or technical glitches. Learn how to analyze inconsistencies, refine your prompts, and leverage support resources to ensure a smooth video creation experience. The Future of Text-to-Video: A Glimpse Ahead Peer into the exciting future of text-to-video technology. We explore anticipated advancements such as enhanced AI capabilities for even more realistic videos, granular control over minute details, and the potential for real-time video generation based on spoken prompts. Discover how Sora Ai is poised to revolutionize video creation in various industries, from education and marketing to individual storytelling. Expanding Your Sora Ai Horizons: Advanced Techniques and Creative Exploration Ready to take your skills to the next level? This chapter unlocks the potential of advanced features (if applicable), such as character customization, scene transitions with special effects, and object manipulation within the video. Learn how to use these features strategically to enhance your storytelling and explore creative techniques like experimenting with genres, tackling abstract concepts, and collaborating with other artists to push the boundaries of video creation. Unleash Your Creativity: The Final Word Sora Ai is a powerful tool, but it's your creativity that brings videos to life. This comprehensive guide empowers you to craft compelling prompts, leverage customization options, navigate challenges, and optimize your videos for success. Remember, there are no set rules – embrace experimentation, keep exploring, and let your creativity flourish with Sora Ai. As you master this innovative technology, you'll be well on your way to shaping the future of video creation.

Download or read book OpenAI s Sora written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-06-07 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unveiling the Future of Video Creation: A Comprehensive Look at AI-Generated Video with "The Power of Text-to-Video" Are you ready to transform video creation? This groundbreaking book dives deep into the exciting world of AI-generated video, exploring its potential to revolutionize the way we tell stories and share ideas. Introducing Sora (hypothetical model): Imagine a powerful AI model that can translate your simple text descriptions into captivating and visually stunning videos. This book delves into the inner workings of Sora, explaining how it uses text-to-video generation to create everything from educational explainers to heart-wrenching narratives. Go Beyond the Basics: This comprehensive guide isn't just about the "what" – it's about the "how." Learn the art of crafting effective text prompts, the key to unlocking Sora's full potential. Explore practical tips and techniques to refine your prompts and generate high-quality videos that resonate with your audience. The Power of AI in Your Hands: Whether you're an educator, marketer, filmmaker, or simply someone with a story to tell, this book equips you with the knowledge and tools to leverage the power of AI video creation. Discover how Sora can transform various industries: Education: Create personalized and engaging learning experiences for students of all ages. Marketing & Business: Craft compelling video content that captures audience attention and drives results. Film & Animation: Streamline pre-production processes and explore new creative possibilities. A Responsible Future: This book doesn't shy away from the ethical considerations surrounding AI-generated video. Explore best practices for responsible use and the importance of transparency in a world where AI is blurring the lines between reality and imagination. Look to the Horizon: Peer into the exciting future of AI video creation. Imagine interactive video experiences, multilingual capabilities, and a seamless integration with other AI tools. This book paves the way for understanding the immense potential that lies ahead. Get Started Today: This book serves as your practical guide to using Sora (hypothetical model). Learn how to access the platform, navigate its features, and craft effective prompts that bring your vision to life. The Power of Text-to-Video is your one-stop resource for understanding and harnessing the transformative power of AI video creation. Embrace the future of storytelling, one video at a time.

Download or read book Sora ai video creator written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-05-29 with total page 67 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the power of AI video creation with the ultimate guide to Sora AI! This comprehensive resource equips you with everything you need to master text-to-video generation and create stunning visuals in minutes. Whether you're a seasoned video editor, a budding content creator, or simply curious about the future of video production, Sora AI is your gateway to a world of creative possibilities. Master the Art of Prompting: Learn how to craft effective prompts that unlock Sora's full potential. Craft detailed descriptions, leverage keywords strategically, and paint vivid pictures with words to translate your vision into reality. Build Captivating Scenes: Go beyond static images and bring your stories to life. Discover how to construct intricate scenes brimming with detail, introduce dynamic characters, and choreograph captivating actions and interactions. Animate Your Vision: Transform your scenes into a cohesive and engaging video experience. Explore techniques to control character movement, camera angles, and transitions, adding a layer of dynamism that will hold your audience's attention. Explore Artistic Styles: Don't be limited to just realistic visuals! Sora AI allows you to delve into a vast canvas of artistic styles. Craft everything from hyper-realistic scenes to vibrant cartoons, dreamlike watercolors, and nostalgic pixel art. Fine-Tune Your Results: Become a master prompt architect by learning how to iterate and refine your prompts for optimal results. Analyze your generated videos, identify strengths and weaknesses, and adjust details to achieve the desired outcome. Expand Your Creative Arsenal: Sora AI is just the first step in your video production journey. This guide explores how to integrate Sora with popular editing software for streamlined workflows. Learn about exporting formats, timeline synchronization, and maintaining quality for seamless post-production. Showcase Your Masterpieces: The world awaits your creations! Discover the best platforms to share your Sora-generated videos, from social media to online video sharing platforms and your own portfolio website. Learn how to craft captivating titles and descriptions, engage with your audience, and inspire others with your work. Beyond Entertainment: This guide dives into the diverse applications of Sora AI beyond creating captivating entertainment videos. Explore its potential for concept art and visualization, educational content, marketing and advertising, and even prototyping and storyboarding. A Glimpse into the Future: Get ready to be amazed! This chapter explores the exciting possibilities that lie ahead for AI video creation. Expect continuous improvements to Sora, increased accessibility for all, and a future where human creativity and AI capabilities work together to redefine storytelling. Join the AI Video Revolution: With Sora AI as your partner, the possibilities are limitless. This comprehensive guide empowers you to embark on this exciting journey and become a master of AI video creation. Start crafting your vision today and redefine the landscape of video storytelling!

Download or read book Essential Guide to LLMOps written by RYAN. DOAN and published by Packt Publishing Ltd. This book was released on 2024-07-31 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the secrets to mastering LLMOps with innovative approaches to streamline AI workflows, improve model efficiency, and ensure robust scalability, revolutionizing your language model operations from start to finish Key Features Gain a comprehensive understanding of LLMOps, from data handling to model governance Leverage tools for efficient LLM lifecycle management, from development to maintenance Discover real-world examples of industry cutting-edge trends in generative AI operation Purchase of the print or Kindle book includes a free PDF eBook Book Description The rapid advancements in large language models (LLMs) bring significant challenges in deployment, maintenance, and scalability. This Essential Guide to LLMOps provides practical solutions and strategies to overcome these challenges, ensuring seamless integration and the optimization of LLMs in real-world applications. This book takes you through the historical background, core concepts, and essential tools for data analysis, model development, deployment, maintenance, and governance. You’ll learn how to streamline workflows, enhance efficiency in LLMOps processes, employ LLMOps tools for precise model fine-tuning, and address the critical aspects of model review and governance. You’ll also get to grips with the practices and performance considerations that are necessary for the responsible development and deployment of LLMs. The book equips you with insights into model inference, scalability, and continuous improvement, and shows you how to implement these in real-world applications. By the end of this book, you’ll have learned the nuances of LLMOps, including effective deployment strategies, scalability solutions, and continuous improvement techniques, equipping you to stay ahead in the dynamic world of AI. What you will learn Understand the evolution and impact of LLMs in AI Differentiate between LLMOps and traditional MLOps Utilize LLMOps tools for data analysis, preparation, and fine-tuning Master strategies for model development, deployment, and improvement Implement techniques for model inference, serving, and scalability Integrate human-in-the-loop strategies for refining LLM outputs Grasp the forefront of emerging technologies and practices in LLMOps Who this book is for This book is for machine learning professionals, data scientists, ML engineers, and AI leaders interested in LLMOps. It is particularly valuable for those developing, deploying, and managing LLMs, as well as academics and students looking to deepen their understanding of the latest AI and machine learning trends. Professionals in tech companies and research institutions, as well as anyone with foundational knowledge of machine learning will find this resource invaluable for advancing their skills in LLMOps.

Download or read book FAIK written by Perry Carpenter and published by John Wiley & Sons. This book was released on 2024-08-20 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to navigate a world of deepfakes, phishing attacks, and other cybersecurity threats emanating from generative artificial intelligence In an era where artificial intelligence can create content indistinguishable from reality, how do we separate truth from fiction? In FAIK: A Practical Guide to Living in a World of Deepfakes, Disinformation, and AI-Generated Deceptions, cybersecurity and deception expert Perry Carpenter unveils the hidden dangers of generative artificial intelligence, showing you how to use these technologies safely while protecting yourself and others from cyber scams and threats. This book provides a crucial understanding of the potential risks associated with generative AI, like ChatGPT, Claude, and Gemini, offering effective strategies to avoid falling victim to their more sinister uses. This isn't just another book about technology – it's your survival guide to the digital jungle. Carpenter takes you on an insightful journey through the "Exploitation Zone," where rapid technological advancements outpace our ability to adapt, creating fertile ground for deception. Explore the mechanics behind deepfakes, disinformation, and other cognitive security threats. Discover how cybercriminals can leverage even the most trusted AI systems to create and spread synthetic media and use it for malicious purposes. At its core, FAIK is an empowering exposé in which Carpenter effectively weaves together engaging narratives and practical insights, all aimed to equip you with the knowledge to recognize and counter advanced tactics with practical media literacy skills and a deep understanding of social engineering. You will: Learn to think like a hacker to better defend against digital threats. Gain practical skills to identify and defend against AI-driven scams. Develop your toolkit to safely navigate the "Exploitation Zone." See how bad actors exploit fundamental aspects of generative AI to create weapons grade deceptions. Develop practical skills to identify and resist emotional manipulation in digital content. Most importantly, this is ultimately an optimistic book as it predicts a powerful and positive outcome as a period of cooperation, something now inconceivable, develops as it always does during crises and the future is enhanced by amazing new technologies and fabulous opportunities on the near horizon. Written by an expert, yet accessible to everyone, FAIK is an indispensable resource for anyone who uses technology and wants to stay secure in the evolving digital landscape. This book not only prepares you to face the onslaught of digital deceptions and AI-generated threats, but also teaches you to think like a hacker to better defend against them.

Download or read book Kinect for Windows SDK Programming Guide written by Abhijit Jana and published by Packt Publishing Ltd. This book was released on 2012-01-01 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical tutorial that explains all the features of Kinect SDK by creating sample applications throughout the book. It includes a detailed discussion of APIs with step-by-step explanation of development of a real-world sample application. The purpose of this book is to explain how to develop applications using the Kinect for Windows SDK. If you are a beginner and looking to start developing applications using the Kinect for Windows SDK, and if you want to build motion-sensing, speech-recognizing applications with Kinect, this book is for you. This book uses C♯ and WPF (Windows P.

Download or read book HoloLens Blueprints written by Abhijit Jana and published by Packt Publishing Ltd. This book was released on 2017-06-20 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unveil the world of mixed reality with HoloLens About This Book Bring holographic insights to existing line-of-business applications, tools, and workflows Focus on developing end-to-end realistic holographic application. Build interactive model scripts and test them in Unity3D and holographic emulators Who This Book Is For This book is targeted at developers and designers working on mixed-reality developments for complex integrated scenarios using HoloLens. What You Will Learn Interact with holograms using different interaction models Develop your first holographic app Integrate holographic applications with cloud systems Visualize data feeds coming from the cloud through holograms Manage the application distribution of enterprise-enabled HoloLens Integrate HoloLens applications with services deployed on Azure Identify and create 3D Assets and Scenes Use HoloLens to explore the Internet of Things In Detail Do you want to create stunning applications with HoloLens? Are you a developer who is fascinated with Microsoft HoloLens and its capabilities? If so, this is the book for you. This book introduces and demystifies the HoloLens platform and shows you different ways of interaction with computers (mixed-reality). You will start your mixed-reality journey by understanding different types of digital reality. You will learn to build your first holographic app. Also, you will understand holographic application integration possibilities within Line of Business Applications using Azure. Moving ahead, you will create Integrated Solutions using IoT with HoloLens. Gradually you'll learn how to create and deploy apps on a device. You will learn to publish application to the store; if you are an enterprise developer, you will also manage and distribute applications for enterprise-enabled or domain-joined HoloLens. Finally, you will develop an end-to-end realistic holographic app, ranging from scenario identification to sketching, development, deployment, and, finally, production. Style and approach The book is a project-based guide to help you to create some really astonishing mixed-reality applications. It will provide end-to-end solutions and enable you to build stunning applications for HoloLens.

Download or read book Marketing Artificial Intelligence written by Paul Roetzer and published by BenBella Books. This book was released on 2022-06-28 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence is forecasted to have trillions of dollars of impact on businesses and the economy, yet many marketers struggle to understand what it is and how to apply it in their marketing efforts. The truth is, AI possesses the power to change everything. While AI-powered marketing technologies may never achieve the sci-fi vision of self-running, self-improving autonomous systems, a little bit of AI can go a long way toward dramatically increasing productivity, efficiency, and performance. Marketing AI Institute’s Founder & CEO, Paul Roetzer, and Chief Content Officer, Mike Kaput, join forces to show marketers how to embrace AI and make it their competitive advantage. Marketing Artificial Intelligence draws on years of research and dozens of interviews with AI marketers, executives, engineers, and entrepreneurs. Roetzer and Kaput present the current potential of AI, as well as a glimpse into a near future in which marketers and machines work seamlessly to run personalized campaigns of unprecedented complexity with unimaginable simplicity. As the amount of data exponentially increases, marketers’ abilities to filter through the noise and turn information into actionable intelligence remain limited. Roetzer and Kaput show you how to make breaking through that noise your superpower. So, come along on a journey of exploration and enlightenment. Marketing Artificial Intelligence is the blueprint for understanding and applying AI, giving you just the edge in your career you’ve been waiting for.

Download or read book Hands On Q Learning with Python written by Nazia Habib and published by Packt Publishing Ltd. This book was released on 2019-04-19 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the power of reward-based training for your deep learning models with Python Key FeaturesUnderstand Q-learning algorithms to train neural networks using Markov Decision Process (MDP)Study practical deep reinforcement learning using Q-NetworksExplore state-based unsupervised learning for machine learning modelsBook Description Q-learning is a machine learning algorithm used to solve optimization problems in artificial intelligence (AI). It is one of the most popular fields of study among AI researchers. This book starts off by introducing you to reinforcement learning and Q-learning, in addition to helping you get familiar with OpenAI Gym as well as libraries such as Keras and TensorFlow. A few chapters into the book, you will gain insights into modelfree Q-learning and use deep Q-networks and double deep Q-networks to solve complex problems. This book will guide you in exploring use cases such as self-driving vehicles and OpenAI Gym’s CartPole problem. You will also learn how to tune and optimize Q-networks and their hyperparameters. As you progress, you will understand the reinforcement learning approach to solving real-world problems. You will also explore how to use Q-learning and related algorithms in real-world applications such as scientific research. Toward the end, you’ll gain a sense of what’s in store for reinforcement learning. By the end of this book, you will be equipped with the skills you need to solve reinforcement learning problems using Q-learning algorithms with OpenAI Gym, Keras, and TensorFlow. What you will learnExplore the fundamentals of reinforcement learning and the state-action-reward processUnderstand Markov decision processesGet well versed with libraries such as Keras, and TensorFlowCreate and deploy model-free learning and deep Q-learning agents with TensorFlow, Keras, and OpenAI GymChoose and optimize a Q-Network’s learning parameters and fine-tune its performanceDiscover real-world applications and use cases of Q-learningWho this book is for If you are a machine learning developer, engineer, or professional who wants to delve into the deep learning approach for a complex environment, then this is the book for you. Proficiency in Python programming and basic understanding of decision-making in reinforcement learning is assumed.

Download or read book The Essential Guide to Warfare Star Wars written by Jason Fry and published by Random House Worlds. This book was released on 2012-10-02 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE DEFINITIVE GUIDE TO THE ULTIMATE INTERGALACTIC BATTLEFIELD Like many a great epic, Star Wars is rooted in a rich history of armed conflict. Now, for the first time, the facts, figures, and fascinating backstories of major clashes and combatants in the vast Star Wars universe have been documented in one fully illustrated volume. Extensively researched and inventively written, Star Wars: The Essential Guide to Warfare combines action-filled narrative with encyclopedic knowledge that: • explores notable military units and groups • traces the development of significant armaments and technologies • profiles key warship classes, ground units, and manufacturers • provides capsule biographies of great military leaders • presents eyewitness troopers’ accounts of combat • plus—enough additional profiles, intel, history, and lore to span the cosmos! Encompassing all of the Star Wars media, including the legendary films, the hit TV series Star Wars: The Clone Wars, the bestselling books, comics, and videogames, and packed with original artwork, Star Wars: The Essential Guide to Warfare is a conquering achievement.

Download or read book Through Time Into Healing written by Brian L. Weiss and published by Simon and Schuster. This book was released on 2012-05-08 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book that sheds new light on reincarnation and the extraordinary healing potential of past life and hypnotic regression therapy, from the New York Times bestselling author of Many Lives, Many Masters. Brian Weiss made headlines with his groundbreaking research on past life therapy in Many Lives, Many Masters. Now, based on his extensive clinical experience, he builds on time-tested techniques of psychotherapy, revealing how regression to past lifetimes provides the necessary breakthrough to healing mind, body, and soul. Using vivid past life case studies, Dr. Weiss shows how regression therapy can heal grief, create more loving relationships, uncover hidden talents, and ultimately shows how near death and out of body experiences help confirm the existence of past lives. Dr. Weiss includes his own professional hypnosis, dream recall, meditation, and journaling techniques for safe past life recall at home. Compelling and provocative, Through Time Into Healing shows us how to help ourselves lead healthy, productive lives, secure in the knowledge that death is not the final word and that the doorways to healing and wholeness are inside us.

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 609 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 Grokking Streaming Systems written by Josh Fischer and published by Simon and Schuster. This book was released on 2022-04-19 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: A friendly, framework-agnostic tutorial that will help you grok how streaming systems work—and how to build your own! In Grokking Streaming Systems you will learn how to: Implement and troubleshoot streaming systems Design streaming systems for complex functionalities Assess parallelization requirements Spot networking bottlenecks and resolve back pressure Group data for high-performance systems Handle delayed events in real-time systems Grokking Streaming Systems is a simple guide to the complex concepts behind streaming systems. This friendly and framework-agnostic tutorial teaches you how to handle real-time events, and even design and build your own streaming job that’s a perfect fit for your needs. Each new idea is carefully explained with diagrams, clear examples, and fun dialogue between perplexed personalities! About the technology Streaming systems minimize the time between receiving and processing event data, so they can deliver responses in real time. For applications in finance, security, and IoT where milliseconds matter, streaming systems are a requirement. And streaming is hot! Skills on platforms like Spark, Heron, and Kafka are in high demand. About the book Grokking Streaming Systems introduces real-time event streaming applications in clear, reader-friendly language. This engaging book illuminates core concepts like data parallelization, event windows, and backpressure without getting bogged down in framework-specific details. As you go, you’ll build your own simple streaming tool from the ground up to make sure all the ideas and techniques stick. The helpful and entertaining illustrations make streaming systems come alive as you tackle relevant examples like real-time credit card fraud detection and monitoring IoT services. What's inside Implement and troubleshoot streaming systems Design streaming systems for complex functionalities Spot networking bottlenecks and resolve backpressure Group data for high-performance systems About the reader No prior experience with streaming systems is assumed. Examples in Java. About the author Josh Fischer and Ning Wang are Apache Committers, and part of the committee for the Apache Heron distributed stream processing engine. Table of Contents PART 1 GETTING STARTED WITH STREAMING 1 Welcome to Grokking Streaming Systems 2 Hello, streaming systems! 3 Parallelization and data grouping 4 Stream graph 5 Delivery semantics 6 Streaming systems review and a glimpse ahead PART 2 STEPPING UP 7 Windowed computations 8 Join operations 9 Backpressure 10 Stateful computation 11 Wrap-up: Advanced concepts in streaming systems

Download or read book Python Reinforcement Learning written by Sudharsan Ravichandiran and published by Packt Publishing Ltd. This book was released on 2019-04-18 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Apply modern reinforcement learning and deep reinforcement learning methods using Python and its powerful libraries Key FeaturesYour entry point into the world of artificial intelligence using the power of PythonAn example-rich guide to master various RL and DRL algorithmsExplore the power of modern Python libraries to gain confidence in building self-trained applicationsBook Description Reinforcement Learning (RL) is the trending and most promising branch of artificial intelligence. This Learning Path will help you master not only the basic reinforcement learning algorithms but also the advanced deep reinforcement learning algorithms. The Learning Path starts with an introduction to RL followed by OpenAI Gym, and TensorFlow. You will then explore various RL algorithms, such as Markov Decision Process, Monte Carlo methods, and dynamic programming, including value and policy iteration. You'll also work on various datasets including image, text, and video. This example-rich guide will introduce you to deep RL algorithms, such as Dueling DQN, DRQN, A3C, PPO, and TRPO. You will gain experience in several domains, including gaming, image processing, and physical simulations. You'll explore TensorFlow and OpenAI Gym to implement algorithms that also predict stock prices, generate natural language, and even build other neural networks. You will also learn about imagination-augmented agents, learning from human preference, DQfD, HER, and many of the recent advancements in RL. By the end of the Learning Path, you will have all the knowledge and experience needed to implement RL and deep RL in your projects, and you enter the world of artificial intelligence to solve various real-life problems. This Learning Path includes content from the following Packt products: Hands-On Reinforcement Learning with Python by Sudharsan RavichandiranPython Reinforcement Learning Projects by Sean Saito, Yang Wenzhuo, and Rajalingappaa ShanmugamaniWhat you will learnTrain an agent to walk using OpenAI Gym and TensorFlowSolve multi-armed-bandit problems using various algorithmsBuild intelligent agents using the DRQN algorithm to play the Doom gameTeach your agent to play Connect4 using AlphaGo ZeroDefeat Atari arcade games using the value iteration methodDiscover how to deal with discrete and continuous action spaces in various environmentsWho this book is for If you’re an ML/DL enthusiast interested in AI and want to explore RL and deep RL from scratch, this Learning Path is for you. Prior knowledge of linear algebra is expected.

Download or read book Type Driven Development with Idris written by Edwin Brady and published by Simon and Schuster. This book was released on 2017-03-13 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Type-Driven Development with Idris, written by the creator of Idris, teaches you how to improve the performance and accuracy of your programs by taking advantage of a state-of-the-art type system. This book teaches you with Idris, a language designed to support type-driven development. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Stop fighting type errors! Type-driven development is an approach to coding that embraces types as the foundation of your code - essentially as built-in documentation your compiler can use to check data relationships and other assumptions. With this approach, you can define specifications early in development and write code that's easy to maintain, test, and extend. Idris is a Haskell-like language with first-class, dependent types that's perfect for learning type-driven programming techniques you can apply in any codebase. About the Book Type-Driven Development with Idris teaches you how to improve the performance and accuracy of your code by taking advantage of a state-of-the-art type system. In this book, you'll learn type-driven development of real-world software, as well as how to handle side effects, interaction, state, and concurrency. By the end, you'll be able to develop robust and verified software in Idris and apply type-driven development methods to other languages. What's Inside Understanding dependent types Types as first-class language constructs Types as a guide to program construction Expressing relationships between data About the Reader Written for programmers with knowledge of functional programming concepts. About the Author Edwin Brady leads the design and implementation of the Idris language. Table of Contents PART 1 - INTRODUCTION Overview Getting started with IdrisPART 2 - CORE IDRIS Interactive development with types User-defined data types Interactive programs: input and output processing Programming with first-class types Interfaces: using constrained generic types Equality: expressing relationships between data Predicates: expressing assumptions and contracts in types Views: extending pattern matching PART 3 - IDRIS AND THE REAL WORLD Streams and processes: working with infinite data Writing programs with state State machines: verifying protocols in types Dependent state machines: handling feedback and errors Type-safe concurrent programming

Download or read book Enemies of the Heart written by Andy Stanley and published by Multnomah. This book was released on 2011-06-21 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: CBA BESTSELLER • Break free from the destructive power of guilt, anger, greed, and jealousy. Includes a six-week discussion guide. “Andy Stanley touches the right nerve at the right time.”—Shaunti Feldhahn, bestselling author of For Women Only and For Men Only Divorce. Job loss. Estrangement from family members. Broken friendships. The difficult circumstances you are dealing with today are likely being fed by one of four emotional forces that compels you to act in undesirable ways, sometimes even against your will. Andy Stanley explores each of these destructive forces—guilt, anger, greed, and jealousy—and how they infiltrate your life and damage your relationships. He says that, left unchallenged they have the power to destroy your home, your career, and your friendships. In Enemies of the Heart, Andy offers practical, biblical direction to help you fight back, to take charge of those feelings that mysteriously control you, and to restore your broken relationships. Previously released as It Came from Within