Author: Andy Sutton
Publisher: Andy Sutton
ISBN:
Category : Performing Arts
Languages : en
Pages : 73
Book Description
Revolutionize Your Editing, Writing, and Shooting Workflow! Unlock the transformative power of artificial intelligence in TV production and filmmaking with Mastering Artificial Intelligence for TV Production. Written by award-winning TV editor Andy Sutton, this comprehensive guide explores how AI tools, like ChatGPT, can revolutionize the way producers, directors, and editors create content. Whether you're a seasoned professional or a newcomer to the industry, this book provides actionable insights into harnessing AI to streamline post-production, enhance storytelling, and manage complex workflows. Andy Sutton brings over 25 years of experience in the television industry to the table, offering a detailed look at how AI can be integrated into everyday production tasks. Learn how to use AI for generating interview questions, organizing footage, editing scripts, and producing compelling commentary. This guide also delves into advanced topics such as voice cloning, metadata management, fact-checking, and how to leverage AI tools for script optimisation. Packed with step-by-step instructions, real-world examples, and practical prompts, Mastering Artificial Intelligence for TV Production is the ultimate resource for filmmakers and content creators looking to gain a competitive edge. If you want to elevate your editing workflow, improve efficiency, and stay ahead of the curve in TV production, this book is your essential roadmap.
Mastering Artificial Intelligence for TV Production
Author: Andy Sutton
Publisher: Andy Sutton
ISBN:
Category : Performing Arts
Languages : en
Pages : 73
Book Description
Revolutionize Your Editing, Writing, and Shooting Workflow! Unlock the transformative power of artificial intelligence in TV production and filmmaking with Mastering Artificial Intelligence for TV Production. Written by award-winning TV editor Andy Sutton, this comprehensive guide explores how AI tools, like ChatGPT, can revolutionize the way producers, directors, and editors create content. Whether you're a seasoned professional or a newcomer to the industry, this book provides actionable insights into harnessing AI to streamline post-production, enhance storytelling, and manage complex workflows. Andy Sutton brings over 25 years of experience in the television industry to the table, offering a detailed look at how AI can be integrated into everyday production tasks. Learn how to use AI for generating interview questions, organizing footage, editing scripts, and producing compelling commentary. This guide also delves into advanced topics such as voice cloning, metadata management, fact-checking, and how to leverage AI tools for script optimisation. Packed with step-by-step instructions, real-world examples, and practical prompts, Mastering Artificial Intelligence for TV Production is the ultimate resource for filmmakers and content creators looking to gain a competitive edge. If you want to elevate your editing workflow, improve efficiency, and stay ahead of the curve in TV production, this book is your essential roadmap.
Publisher: Andy Sutton
ISBN:
Category : Performing Arts
Languages : en
Pages : 73
Book Description
Revolutionize Your Editing, Writing, and Shooting Workflow! Unlock the transformative power of artificial intelligence in TV production and filmmaking with Mastering Artificial Intelligence for TV Production. Written by award-winning TV editor Andy Sutton, this comprehensive guide explores how AI tools, like ChatGPT, can revolutionize the way producers, directors, and editors create content. Whether you're a seasoned professional or a newcomer to the industry, this book provides actionable insights into harnessing AI to streamline post-production, enhance storytelling, and manage complex workflows. Andy Sutton brings over 25 years of experience in the television industry to the table, offering a detailed look at how AI can be integrated into everyday production tasks. Learn how to use AI for generating interview questions, organizing footage, editing scripts, and producing compelling commentary. This guide also delves into advanced topics such as voice cloning, metadata management, fact-checking, and how to leverage AI tools for script optimisation. Packed with step-by-step instructions, real-world examples, and practical prompts, Mastering Artificial Intelligence for TV Production is the ultimate resource for filmmakers and content creators looking to gain a competitive edge. If you want to elevate your editing workflow, improve efficiency, and stay ahead of the curve in TV production, this book is your essential roadmap.
Mastering CGI
Author: Cybellium Ltd
Publisher: Cybellium Ltd
ISBN:
Category : Computers
Languages : en
Pages : 362
Book Description
Unleash the Creative Power of Computer-Generated Imagery (CGI) with "Mastering CGI" In a world where visual storytelling and digital experiences dominate, mastering Computer-Generated Imagery (CGI) is your key to unlocking limitless creative possibilities. "Mastering CGI" is your comprehensive guide to diving into the exciting world of CGI, equipping you with the knowledge and skills to create stunning visuals, animations, and immersive digital environments. Your Gateway to CGI Mastery Whether you're a digital artist, filmmaker, game developer, or simply someone with a passion for visual storytelling, CGI is a skill that can set you apart in today's competitive landscape. "Mastering CGI" is designed to demystify the complexities of CGI and provide you with a clear roadmap to becoming a CGI master. What You Will Explore · Foundations of CGI: Begin your journey with a solid understanding of CGI fundamentals, including 3D modeling, texturing, lighting, and rendering. · Software and Tools: Discover the essential CGI software and tools, along with practical guidance on how to use them effectively. · Creating 3D Models: Learn the art of designing and sculpting 3D objects, characters, and environments from scratch. · Texture Mapping and Shading: Master the techniques of applying textures and materials to breathe life into your 3D creations. · Lighting and Rendering: Explore the intricacies of lighting your scenes and rendering them to achieve photorealistic or stylized results. · Animation and Visual Effects: Dive into the world of CGI animation, from character rigging and keyframe animation to creating captivating visual effects. · Real-World Applications: Gain insights into how CGI is used in various industries, from film and advertising to architecture and virtual reality. Why "Mastering CGI" Is Essential · Comprehensive Coverage: This book provides a comprehensive and beginner-friendly introduction to CGI, making it suitable for those with no prior experience as well as those looking to enhance their skills. · Practical Guidance: Loaded with step-by-step tutorials, practical tips, and hands-on exercises, "Mastering CGI" ensures that you can apply what you learn immediately. · Expert Insights: Benefit from the expertise of CGI professionals who share their knowledge and real-world experiences, providing you with valuable insights and industry secrets. · Unlock Your Creative Potential: Whether you dream of creating breathtaking visual effects, immersive virtual worlds, or memorable characters, CGI is the tool that will turn your creative visions into reality. · Stay Ahead: In an age where CGI is integral to entertainment, marketing, and design, mastering this skill will keep you at the forefront of creative innovation. Your Journey to CGI Mastery Begins Here "Mastering CGI" is your ticket to unlocking the full potential of Computer-Generated Imagery. Whether you aspire to be a digital artist, a VFX wizard, or a CGI powerhouse, this book will provide you with the knowledge, tools, and inspiration you need to bring your wildest creative visions to life. "Mastering CGI" is the ultimate resource for individuals looking to gain expertise in the world of Computer-Generated Imagery. Whether you are a beginner or an experienced practitioner, this book will equip you with the knowledge and skills to create stunning visuals, animations, and immersive digital experiences. Don't wait; embark on your journey to CGI mastery today! © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com
Publisher: Cybellium Ltd
ISBN:
Category : Computers
Languages : en
Pages : 362
Book Description
Unleash the Creative Power of Computer-Generated Imagery (CGI) with "Mastering CGI" In a world where visual storytelling and digital experiences dominate, mastering Computer-Generated Imagery (CGI) is your key to unlocking limitless creative possibilities. "Mastering CGI" is your comprehensive guide to diving into the exciting world of CGI, equipping you with the knowledge and skills to create stunning visuals, animations, and immersive digital environments. Your Gateway to CGI Mastery Whether you're a digital artist, filmmaker, game developer, or simply someone with a passion for visual storytelling, CGI is a skill that can set you apart in today's competitive landscape. "Mastering CGI" is designed to demystify the complexities of CGI and provide you with a clear roadmap to becoming a CGI master. What You Will Explore · Foundations of CGI: Begin your journey with a solid understanding of CGI fundamentals, including 3D modeling, texturing, lighting, and rendering. · Software and Tools: Discover the essential CGI software and tools, along with practical guidance on how to use them effectively. · Creating 3D Models: Learn the art of designing and sculpting 3D objects, characters, and environments from scratch. · Texture Mapping and Shading: Master the techniques of applying textures and materials to breathe life into your 3D creations. · Lighting and Rendering: Explore the intricacies of lighting your scenes and rendering them to achieve photorealistic or stylized results. · Animation and Visual Effects: Dive into the world of CGI animation, from character rigging and keyframe animation to creating captivating visual effects. · Real-World Applications: Gain insights into how CGI is used in various industries, from film and advertising to architecture and virtual reality. Why "Mastering CGI" Is Essential · Comprehensive Coverage: This book provides a comprehensive and beginner-friendly introduction to CGI, making it suitable for those with no prior experience as well as those looking to enhance their skills. · Practical Guidance: Loaded with step-by-step tutorials, practical tips, and hands-on exercises, "Mastering CGI" ensures that you can apply what you learn immediately. · Expert Insights: Benefit from the expertise of CGI professionals who share their knowledge and real-world experiences, providing you with valuable insights and industry secrets. · Unlock Your Creative Potential: Whether you dream of creating breathtaking visual effects, immersive virtual worlds, or memorable characters, CGI is the tool that will turn your creative visions into reality. · Stay Ahead: In an age where CGI is integral to entertainment, marketing, and design, mastering this skill will keep you at the forefront of creative innovation. Your Journey to CGI Mastery Begins Here "Mastering CGI" is your ticket to unlocking the full potential of Computer-Generated Imagery. Whether you aspire to be a digital artist, a VFX wizard, or a CGI powerhouse, this book will provide you with the knowledge, tools, and inspiration you need to bring your wildest creative visions to life. "Mastering CGI" is the ultimate resource for individuals looking to gain expertise in the world of Computer-Generated Imagery. Whether you are a beginner or an experienced practitioner, this book will equip you with the knowledge and skills to create stunning visuals, animations, and immersive digital experiences. Don't wait; embark on your journey to CGI mastery today! © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com
CINEMA INDUSTRY AND ARTIFICIAL INTELLIGENCY DREAMS
Author: prof.IBRAHIM ELNOSHOKATY
Publisher: prof.ibrahim elnoshokaty
ISBN:
Category : Science
Languages : en
Pages : 265
Book Description
The learning Machin can write like Shakespeare yes it can do that but how can do the same wording the same style but create an emotional story or play can it? or humans can like that or any passed away writer can the scientists create text to text deep learning machine learning from all of his production, style, wording, pattern plot, form and his own character it easy to do that right now it is the Eternity. to be or not to be that is the problem
Publisher: prof.ibrahim elnoshokaty
ISBN:
Category : Science
Languages : en
Pages : 265
Book Description
The learning Machin can write like Shakespeare yes it can do that but how can do the same wording the same style but create an emotional story or play can it? or humans can like that or any passed away writer can the scientists create text to text deep learning machine learning from all of his production, style, wording, pattern plot, form and his own character it easy to do that right now it is the Eternity. to be or not to be that is the problem
Mastering Drone Technology with AI
Author: Dr. Subhash K. Shinde
Publisher: BPB Publications
ISBN: 9365894956
Category : Computers
Languages : en
Pages : 480
Book Description
DESCRIPTION "Mastering Drone Technology with AI" is a detailed guide to the transformational power of AI in drone technology. It investigates how AI is transforming numerous elements of drone operations, from navigation and flight automation to data analysis and decision-making processes. The book gives readers a thorough knowledge of cutting-edge advancements including Machine Learning, computer vision, and autonomous flight systems, making it an indispensable resource for anybody interested in the convergence of AI and unmanned aerial vehicles (UAVs). This book is a valuable resource for professionals in agriculture, logistics, surveillance, and environmental monitoring looking to integrate AI-powered drones into their work. It offers step-by-step guides and practical projects to help readers gain the skills needed to excel. By exploring the latest advancements and strategies, professionals can stay competitive in this rapidly evolving field. The book also covers safety and regulatory issues, ensuring that AI-equipped drones are used ethically and legally. By promoting a thorough awareness of both the theoretical and practical elements of AI in drone technology, the book enables professionals to innovate and lead in their respective sectors. KEY FEATURES ● Examine how AI transforms drones through advanced algorithms for navigation, automation, and data analysis. ● The book provides real-world examples of AI-enhanced drones in agriculture, logistics, and surveillance, along with insights into safety standards and regulations. ● It offers interactive learning through quizzes, case studies, and projects, plus resources for developers to create AI-powered drone solutions. WHAT YOU WILL LEARN ● Understand the basic components, types, and flying mechanisms of drones. ● Learn how AI enhances drone capabilities like object detection, navigation, and decision-making. ● Explore real-world uses of AI in drones for agriculture, surveillance, delivery, and environmental monitoring. ● Gain awareness of legal and ethical issues, including airspace regulations and privacy concerns. ● Get insights into future trends in drone technology and AI to stay ahead in this fast-growing industry. WHO THIS BOOK IS FOR The target audience for this book includes undergraduate students from diverse academic backgrounds, including engineering, life sciences, mathematics, and technology. Additionally, it is beneficial for drone enthusiasts, tech experts, students, educators, industry professionals, academics, entrepreneurs, and policymakers interested in integrating AI with drones for a variety of applications. TABLE OF CONTENTS 1. Introduction to Drones 2. Drone/UAV Design and Development 3. Quadrotors and Drone Programming 4. Drone Operations Optimizations 5. AI Integration in Drone Technology 6. Drone Security 7. Drones for Environmental Science 8. Drones for Smart Cities 9. Case Studies of Drone Applications 10. Future Trends in Drone Technology
Publisher: BPB Publications
ISBN: 9365894956
Category : Computers
Languages : en
Pages : 480
Book Description
DESCRIPTION "Mastering Drone Technology with AI" is a detailed guide to the transformational power of AI in drone technology. It investigates how AI is transforming numerous elements of drone operations, from navigation and flight automation to data analysis and decision-making processes. The book gives readers a thorough knowledge of cutting-edge advancements including Machine Learning, computer vision, and autonomous flight systems, making it an indispensable resource for anybody interested in the convergence of AI and unmanned aerial vehicles (UAVs). This book is a valuable resource for professionals in agriculture, logistics, surveillance, and environmental monitoring looking to integrate AI-powered drones into their work. It offers step-by-step guides and practical projects to help readers gain the skills needed to excel. By exploring the latest advancements and strategies, professionals can stay competitive in this rapidly evolving field. The book also covers safety and regulatory issues, ensuring that AI-equipped drones are used ethically and legally. By promoting a thorough awareness of both the theoretical and practical elements of AI in drone technology, the book enables professionals to innovate and lead in their respective sectors. KEY FEATURES ● Examine how AI transforms drones through advanced algorithms for navigation, automation, and data analysis. ● The book provides real-world examples of AI-enhanced drones in agriculture, logistics, and surveillance, along with insights into safety standards and regulations. ● It offers interactive learning through quizzes, case studies, and projects, plus resources for developers to create AI-powered drone solutions. WHAT YOU WILL LEARN ● Understand the basic components, types, and flying mechanisms of drones. ● Learn how AI enhances drone capabilities like object detection, navigation, and decision-making. ● Explore real-world uses of AI in drones for agriculture, surveillance, delivery, and environmental monitoring. ● Gain awareness of legal and ethical issues, including airspace regulations and privacy concerns. ● Get insights into future trends in drone technology and AI to stay ahead in this fast-growing industry. WHO THIS BOOK IS FOR The target audience for this book includes undergraduate students from diverse academic backgrounds, including engineering, life sciences, mathematics, and technology. Additionally, it is beneficial for drone enthusiasts, tech experts, students, educators, industry professionals, academics, entrepreneurs, and policymakers interested in integrating AI with drones for a variety of applications. TABLE OF CONTENTS 1. Introduction to Drones 2. Drone/UAV Design and Development 3. Quadrotors and Drone Programming 4. Drone Operations Optimizations 5. AI Integration in Drone Technology 6. Drone Security 7. Drones for Environmental Science 8. Drones for Smart Cities 9. Case Studies of Drone Applications 10. Future Trends in Drone Technology
Building Machine Learning Powered Applications
Author: Emmanuel Ameisen
Publisher: "O'Reilly Media, Inc."
ISBN: 1492045063
Category : Computers
Languages : en
Pages : 243
Book Description
Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices alike—will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you: Define your product goal and set up a machine learning problem Build your first end-to-end pipeline quickly and acquire an initial dataset Train and evaluate your ML models and address performance bottlenecks Deploy and monitor your models in a production environment
Publisher: "O'Reilly Media, Inc."
ISBN: 1492045063
Category : Computers
Languages : en
Pages : 243
Book Description
Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices alike—will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you: Define your product goal and set up a machine learning problem Build your first end-to-end pipeline quickly and acquire an initial dataset Train and evaluate your ML models and address performance bottlenecks Deploy and monitor your models in a production environment
Mastering the Art of Sales
Author: Maria Johnsen
Publisher: Maria Johnsen
ISBN:
Category : Antiques & Collectibles
Languages : en
Pages : 152
Book Description
Uncover proven sales strategies for small businesses in today's post-COVID-19 financial crisis. From prospecting to closing deals, learn how to build rapport, overcome obstacles, and deliver compelling value. Discover tactics for resilient sales teams, aligning sales and marketing, and delivering exceptional service. Thrive amidst adversity with these tried-and-true strategies. Master the art of sales with this insightful and practical guide. From finding the right prospects to closing deals, I share valuable strategies for success. Discover the power of rapport-building, active listening, and asking the right questions. Overcome objections, build trust, and deliver compelling value propositions. Learn how to create strong sales teams, align sales and marketing, and provide exceptional customer service. With a focus on ethics and continuous improvement, this book is your key to thriving in the competitive world of sales. I guide you through handling objections gracefully and identifying the pain points of your prospects, skills that will set you apart. You'll learn the importance of understanding your product or service inside out, crafting compelling value propositions, and presenting solutions that meet the needs of your prospects.
Publisher: Maria Johnsen
ISBN:
Category : Antiques & Collectibles
Languages : en
Pages : 152
Book Description
Uncover proven sales strategies for small businesses in today's post-COVID-19 financial crisis. From prospecting to closing deals, learn how to build rapport, overcome obstacles, and deliver compelling value. Discover tactics for resilient sales teams, aligning sales and marketing, and delivering exceptional service. Thrive amidst adversity with these tried-and-true strategies. Master the art of sales with this insightful and practical guide. From finding the right prospects to closing deals, I share valuable strategies for success. Discover the power of rapport-building, active listening, and asking the right questions. Overcome objections, build trust, and deliver compelling value propositions. Learn how to create strong sales teams, align sales and marketing, and provide exceptional customer service. With a focus on ethics and continuous improvement, this book is your key to thriving in the competitive world of sales. I guide you through handling objections gracefully and identifying the pain points of your prospects, skills that will set you apart. You'll learn the importance of understanding your product or service inside out, crafting compelling value propositions, and presenting solutions that meet the needs of your prospects.
Mastering Machine Learning Algorithms
Author: Giuseppe Bonaccorso
Publisher: Packt Publishing Ltd
ISBN: 1838821910
Category : Computers
Languages : en
Pages : 799
Book Description
Updated and revised second edition of the bestselling guide to exploring and mastering the most important algorithms for solving complex machine learning problems Key FeaturesUpdated to include new algorithms and techniquesCode updated to Python 3.8 & TensorFlow 2.x New coverage of regression analysis, time series analysis, deep learning models, and cutting-edge applicationsBook Description Mastering Machine Learning Algorithms, Second Edition helps you harness the real power of machine learning algorithms in order to implement smarter ways of meeting today's overwhelming data needs. This newly updated and revised guide will help you master algorithms used widely in semi-supervised learning, reinforcement learning, supervised learning, and unsupervised learning domains. You will use all the modern libraries from the Python ecosystem – including NumPy and Keras – to extract features from varied complexities of data. Ranging from Bayesian models to the Markov chain Monte Carlo algorithm to Hidden Markov models, this machine learning book teaches you how to extract features from your dataset, perform complex dimensionality reduction, and train supervised and semi-supervised models by making use of Python-based libraries such as scikit-learn. You will also discover practical applications for complex techniques such as maximum likelihood estimation, Hebbian learning, and ensemble learning, and how to use TensorFlow 2.x to train effective deep neural networks. By the end of this book, you will be ready to implement and solve end-to-end machine learning problems and use case scenarios. What you will learnUnderstand the characteristics of a machine learning algorithmImplement algorithms from supervised, semi-supervised, unsupervised, and RL domainsLearn how regression works in time-series analysis and risk predictionCreate, model, and train complex probabilistic models Cluster high-dimensional data and evaluate model accuracy Discover how artificial neural networks work – train, optimize, and validate them Work with autoencoders, Hebbian networks, and GANsWho this book is for This book is for data science professionals who want to delve into complex ML algorithms to understand how various machine learning models can be built. Knowledge of Python programming is required.
Publisher: Packt Publishing Ltd
ISBN: 1838821910
Category : Computers
Languages : en
Pages : 799
Book Description
Updated and revised second edition of the bestselling guide to exploring and mastering the most important algorithms for solving complex machine learning problems Key FeaturesUpdated to include new algorithms and techniquesCode updated to Python 3.8 & TensorFlow 2.x New coverage of regression analysis, time series analysis, deep learning models, and cutting-edge applicationsBook Description Mastering Machine Learning Algorithms, Second Edition helps you harness the real power of machine learning algorithms in order to implement smarter ways of meeting today's overwhelming data needs. This newly updated and revised guide will help you master algorithms used widely in semi-supervised learning, reinforcement learning, supervised learning, and unsupervised learning domains. You will use all the modern libraries from the Python ecosystem – including NumPy and Keras – to extract features from varied complexities of data. Ranging from Bayesian models to the Markov chain Monte Carlo algorithm to Hidden Markov models, this machine learning book teaches you how to extract features from your dataset, perform complex dimensionality reduction, and train supervised and semi-supervised models by making use of Python-based libraries such as scikit-learn. You will also discover practical applications for complex techniques such as maximum likelihood estimation, Hebbian learning, and ensemble learning, and how to use TensorFlow 2.x to train effective deep neural networks. By the end of this book, you will be ready to implement and solve end-to-end machine learning problems and use case scenarios. What you will learnUnderstand the characteristics of a machine learning algorithmImplement algorithms from supervised, semi-supervised, unsupervised, and RL domainsLearn how regression works in time-series analysis and risk predictionCreate, model, and train complex probabilistic models Cluster high-dimensional data and evaluate model accuracy Discover how artificial neural networks work – train, optimize, and validate them Work with autoencoders, Hebbian networks, and GANsWho this book is for This book is for data science professionals who want to delve into complex ML algorithms to understand how various machine learning models can be built. Knowledge of Python programming is required.
Proceedings of the 2023 4th International Conference on Artificial Intelligence and Education (ICAIE 2023)
Author: Fang Huang
Publisher: Springer Nature
ISBN: 9464632429
Category : Education
Languages : en
Pages : 673
Book Description
This is an open access book.ICAIE started in 2020, the last two sessions of ICAIE have all been successfully published and indexed by EI & Scopus (Read more). ICAIE is to bring together innovative academics and industrial experts in the field of Artificial Intelligence and Education to a common forum. And we achieved the primary goal which is to promote research and developmental activities in Artificial Intelligence and Education, and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The 2023 4th International Conference on Artificial Intelligence and Education(ICAIE 2023)Jointly sponsored by Thailand Naresuan University and the Center for Social Computing Research of Central South University of China, and will be held in Guilin, China during June 16–18, 2023. The meeting focused on the new trends in the development of "artificial intelligence" and "education" under the new situation, and jointly discussed how to empower and promote the high-quality development of "artificial intelligence" and "education". An ideal platform to share views and experiences with industry experts. The conference invites experts and scholars in the field to conduct wonderful exchanges based on their own research results based on the development of the times. The themes are around artificial intelligence technology and applications; intelligent and knowledge-based systems; information-based education; intelligent learning; advanced information theory and neural network technology ; software computing and algorithms; intelligent algorithms and computing and many other topics. We warmly invite you to participate in ICAIE 2023 and look forward to seeing you in Guilin, China!
Publisher: Springer Nature
ISBN: 9464632429
Category : Education
Languages : en
Pages : 673
Book Description
This is an open access book.ICAIE started in 2020, the last two sessions of ICAIE have all been successfully published and indexed by EI & Scopus (Read more). ICAIE is to bring together innovative academics and industrial experts in the field of Artificial Intelligence and Education to a common forum. And we achieved the primary goal which is to promote research and developmental activities in Artificial Intelligence and Education, and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The 2023 4th International Conference on Artificial Intelligence and Education(ICAIE 2023)Jointly sponsored by Thailand Naresuan University and the Center for Social Computing Research of Central South University of China, and will be held in Guilin, China during June 16–18, 2023. The meeting focused on the new trends in the development of "artificial intelligence" and "education" under the new situation, and jointly discussed how to empower and promote the high-quality development of "artificial intelligence" and "education". An ideal platform to share views and experiences with industry experts. The conference invites experts and scholars in the field to conduct wonderful exchanges based on their own research results based on the development of the times. The themes are around artificial intelligence technology and applications; intelligent and knowledge-based systems; information-based education; intelligent learning; advanced information theory and neural network technology ; software computing and algorithms; intelligent algorithms and computing and many other topics. We warmly invite you to participate in ICAIE 2023 and look forward to seeing you in Guilin, China!
Deep Learning for Coders with fastai and PyTorch
Author: Jeremy Howard
Publisher: O'Reilly Media
ISBN: 1492045497
Category : Computers
Languages : en
Pages : 624
Book Description
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
Publisher: O'Reilly Media
ISBN: 1492045497
Category : Computers
Languages : en
Pages : 624
Book Description
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
Python: Advanced Guide to Artificial Intelligence
Author: Giuseppe Bonaccorso
Publisher: Packt Publishing Ltd
ISBN: 1789951720
Category : Computers
Languages : en
Pages : 748
Book Description
Demystify the complexity of machine learning techniques and create evolving, clever solutions to solve your problems Key FeaturesMaster supervised, unsupervised, and semi-supervised ML algorithms and their implementation Build deep learning models for object detection, image classification, similarity learning, and moreBuild, deploy, and scale end-to-end deep neural network models in a production environmentBook Description This Learning Path is your complete guide to quickly getting to grips with popular machine learning algorithms. You'll be introduced to the most widely used algorithms in supervised, unsupervised, and semi-supervised machine learning, and learn how to use them in the best possible manner. Ranging from Bayesian models to the MCMC algorithm to Hidden Markov models, this Learning Path will teach you how to extract features from your dataset and perform dimensionality reduction by making use of Python-based libraries. You'll bring the use of TensorFlow and Keras to build deep learning models, using concepts such as transfer learning, generative adversarial networks, and deep reinforcement learning. Next, you'll learn the advanced features of TensorFlow1.x, such as distributed TensorFlow with TF clusters, deploy production models with TensorFlow Serving. You'll implement different techniques related to object classification, object detection, image segmentation, and more. By the end of this Learning Path, you'll have obtained in-depth knowledge of TensorFlow, making you the go-to person for solving artificial intelligence problems This Learning Path includes content from the following Packt products: Mastering Machine Learning Algorithms by Giuseppe BonaccorsoMastering TensorFlow 1.x by Armando FandangoDeep Learning for Computer Vision by Rajalingappaa ShanmugamaniWhat you will learnExplore how an ML model can be trained, optimized, and evaluatedWork with Autoencoders and Generative Adversarial NetworksExplore the most important Reinforcement Learning techniquesBuild end-to-end deep learning (CNN, RNN, and Autoencoders) modelsWho this book is for This Learning Path is for data scientists, machine learning engineers, artificial intelligence engineers who want to delve into complex machine learning algorithms, calibrate models, and improve the predictions of the trained model. You will encounter the advanced intricacies and complex use cases of deep learning and AI. A basic knowledge of programming in Python and some understanding of machine learning concepts are required to get the best out of this Learning Path.
Publisher: Packt Publishing Ltd
ISBN: 1789951720
Category : Computers
Languages : en
Pages : 748
Book Description
Demystify the complexity of machine learning techniques and create evolving, clever solutions to solve your problems Key FeaturesMaster supervised, unsupervised, and semi-supervised ML algorithms and their implementation Build deep learning models for object detection, image classification, similarity learning, and moreBuild, deploy, and scale end-to-end deep neural network models in a production environmentBook Description This Learning Path is your complete guide to quickly getting to grips with popular machine learning algorithms. You'll be introduced to the most widely used algorithms in supervised, unsupervised, and semi-supervised machine learning, and learn how to use them in the best possible manner. Ranging from Bayesian models to the MCMC algorithm to Hidden Markov models, this Learning Path will teach you how to extract features from your dataset and perform dimensionality reduction by making use of Python-based libraries. You'll bring the use of TensorFlow and Keras to build deep learning models, using concepts such as transfer learning, generative adversarial networks, and deep reinforcement learning. Next, you'll learn the advanced features of TensorFlow1.x, such as distributed TensorFlow with TF clusters, deploy production models with TensorFlow Serving. You'll implement different techniques related to object classification, object detection, image segmentation, and more. By the end of this Learning Path, you'll have obtained in-depth knowledge of TensorFlow, making you the go-to person for solving artificial intelligence problems This Learning Path includes content from the following Packt products: Mastering Machine Learning Algorithms by Giuseppe BonaccorsoMastering TensorFlow 1.x by Armando FandangoDeep Learning for Computer Vision by Rajalingappaa ShanmugamaniWhat you will learnExplore how an ML model can be trained, optimized, and evaluatedWork with Autoencoders and Generative Adversarial NetworksExplore the most important Reinforcement Learning techniquesBuild end-to-end deep learning (CNN, RNN, and Autoencoders) modelsWho this book is for This Learning Path is for data scientists, machine learning engineers, artificial intelligence engineers who want to delve into complex machine learning algorithms, calibrate models, and improve the predictions of the trained model. You will encounter the advanced intricacies and complex use cases of deep learning and AI. A basic knowledge of programming in Python and some understanding of machine learning concepts are required to get the best out of this Learning Path.