Introduction To Artificial Intelligence Professional Level
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Introduction To Machine Learning Professional Level
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Author : CPA John Kimani
language : en
Publisher: Finstock Evarsity Publishers
Release Date : 2023-08-01
Introduction To Machine Learning Professional Level written by CPA John Kimani and has been published by Finstock Evarsity Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-01 with Computers categories.
BOOK SUMMARY The main topics in this book are; • Introduction to Machine Learning • Data Preprocessing and Cleaning • Supervised Learning • Supervised Learning • Unsupervised Learning • Unsupervised Learning • Model Evaluation and Selection • Model Deployment and Applications “Introduction to Machine Learning” is a comprehensive and well-structured book that delves into the core principles and methodologies of machine learning. The book emphasizes a hands-on approach, providing readers with the necessary tools and techniques to build and deploy machine learning models effectively.
Introduction To Artificial Intelligence Professional Level
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Author : CPA John Kimani
language : en
Publisher: Finstock Evarsity Publishers
Release Date : 2023-08-03
Introduction To Artificial Intelligence Professional Level written by CPA John Kimani and has been published by Finstock Evarsity Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-03 with Computers categories.
BOOK SUMMARY The main topics in this book are; • Introduction to Artificial Intelligence • Foundations of AI • Machine Learning • Natural Language Processing • Computer Vision • Expert Systems and Knowledge Representation • Robotics and Autonomous Systems • Ethical and Social Implications of AI Introduction to Artificial Intelligence is a comprehensive and insightful book that takes readers on a captivating journey through the realm of AI. Starting with a historical overview of AI research and its key milestones, the book lays a solid foundation for understanding the field’s evolution. Readers gain valuable insights into natural language processing techniques and the complexities of computer vision for image and video analysis.
Artificial Intelligence With Python
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Author : Prateek Joshi
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-01-27
Artificial Intelligence With Python written by Prateek Joshi and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-27 with Computers categories.
Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you About This Book Step into the amazing world of intelligent apps using this comprehensive guide Enter the world of Artificial Intelligence, explore it, and create your own applications Work through simple yet insightful examples that will get you up and running with Artificial Intelligence in no time Who This Book Is For This book is for Python developers who want to build real-world Artificial Intelligence applications. This book is friendly to Python beginners, but being familiar with Python would be useful to play around with the code. It will also be useful for experienced Python programmers who are looking to use Artificial Intelligence techniques in their existing technology stacks. What You Will Learn Realize different classification and regression techniques Understand the concept of clustering and how to use it to automatically segment data See how to build an intelligent recommender system Understand logic programming and how to use it Build automatic speech recognition systems Understand the basics of heuristic search and genetic programming Develop games using Artificial Intelligence Learn how reinforcement learning works Discover how to build intelligent applications centered on images, text, and time series data See how to use deep learning algorithms and build applications based on it In Detail Artificial Intelligence is becoming increasingly relevant in the modern world where everything is driven by technology and data. It is used extensively across many fields such as search engines, image recognition, robotics, finance, and so on. We will explore various real-world scenarios in this book and you'll learn about various algorithms that can be used to build Artificial Intelligence applications. During the course of this book, you will find out how to make informed decisions about what algorithms to use in a given context. Starting from the basics of Artificial Intelligence, you will learn how to develop various building blocks using different data mining techniques. You will see how to implement different algorithms to get the best possible results, and will understand how to apply them to real-world scenarios. If you want to add an intelligence layer to any application that's based on images, text, stock market, or some other form of data, this exciting book on Artificial Intelligence will definitely be your guide! Style and approach This highly practical book will show you how to implement Artificial Intelligence. The book provides multiple examples enabling you to create smart applications to meet the needs of your organization. In every chapter, we explain an algorithm, implement it, and then build a smart application.
Introduction To Artificial Intelligence
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Author : Simplilearn
language : en
Publisher: IndraStra Global
Release Date : 2020-12-14
Introduction To Artificial Intelligence written by Simplilearn and has been published by IndraStra Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-14 with Computers categories.
This AI beginner’s guide aims to take the readers through the current AI landscape, provides the key fundamentals and terminologies of AI, and offers practical guidelines on why and how you can be a part of the AI revolution, and also the ways in which you can scale up your AI career.
Advanced Artificial Intelligence Professional Level
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Author : CPA John Kimani
language : en
Publisher: Finstock Evarsity Publishers
Release Date : 2023-08-04
Advanced Artificial Intelligence Professional Level written by CPA John Kimani and has been published by Finstock Evarsity Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-04 with Computers categories.
BOOK SUMMARY The main topics in this book are; • Natural Language Processing • Computer Vision • Machine Learning Algorithms • Deep Learning • Reinforcement Learning • Robotics and Autonomous Systems • Generative Adversarial Networks • Explainable AI Advanced Artificial Intelligence is a comprehensive a forward-looking book that delves into the most cutting-edge advancements in the field of AI. With real-life examples the book showcases how AI is revolutionizing industries, driving innovation,and shaping the future of technology.
Introduction To Artificial Intelligence
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Author : Konstantin V Titov
language : en
Publisher: Independently Published
Release Date : 2024-01-06
Introduction To Artificial Intelligence written by Konstantin V Titov and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-06 with Business & Economics categories.
Definition and History of AI: Explore the origins and evolution of AI, from its humble beginnings to its current transformative impact. Types of AI: Delve into the different types of AI, from Narrow AI and General AI to the intriguing realm of Superintelligent AI. Data's Crucial Role: Understand the importance of data in AI, its various types (Structured, Unstructured, Semi-Structured), and how it drives AI innovation. Fundamentals of Machine Learning: Uncover the core concepts of machine learning, from Supervised vs. Unsupervised Learning to Reinforcement Learning and Common Algorithms. Neural Networks and Deep Learning: Learn the basics of neural networks, explore the power of deep learning, and grasp the significance of Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). Natural Language Processing (NLP): Gain insights into how AI understands language, including Sentiment Analysis, Chatbots, and Translation. Computer Vision: Discover the wonders of image recognition and object detection, along with the intricacies of Facial Recognition Technology. Robotics and Autonomous Systems: Explore AI's role in robotics, from AI-driven robots to self-driving cars and drones. Ethical Considerations: Delve into the ethical aspects of AI, addressing bias, fairness, privacy, and security concerns. Real-World Applications: Witness AI's impact across industries such as healthcare, finance, and retail, and glimpse into the future of AI in various sectors. Emerging Trends: Stay ahead of the curve by exploring quantum computing's synergy with AI and the convergence of AI with the Internet of Things (IoT). Career Paths: Learn about the diverse roles in AI and the essential skills required, as well as the exciting future of work in the AI field. Whether you're a fan of AI, a student eager to learn, or a seasoned professional, "Introduction to Artificial Intelligence: Understanding the Basics" provides you with the essential knowledge to grasp, appreciate, and effectively navigate the AI revolution. Get ready for an exciting adventure into the fascinating world of artificial intelligence.
Artificial Intelligence Models Algorithms And Applications
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Author : Terje Solsvik Kristensen
language : en
Publisher: Bentham Science Publishers
Release Date : 2021-05-31
Artificial Intelligence Models Algorithms And Applications written by Terje Solsvik Kristensen and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-31 with Computers categories.
Artificial Intelligence: Models, Algorithms and Applications presents focused information about applications of artificial intelligence (AI) in different areas to solve complex problems. The book presents 8 chapters that demonstrate AI based systems for vessel tracking, mental health assessment, radiology, instrumentation, business intelligence, education and criminology. The book concludes with a chapter on mathematical models of neural networks. The book serves as an introductory book about AI applications at undergraduate and graduate levels and as a reference for industry professionals working with AI based systems.
Introduction Of Artificial Intelligence
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Author : K.Gurnadha Gupta
language : en
Publisher: Shanlax Publications
Release Date : 2018-01-01
Introduction Of Artificial Intelligence written by K.Gurnadha Gupta and has been published by Shanlax Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-01 with Computers categories.
Artificial intelligence Introduction(AI), the power of a computer or computer-controlled robot to perform tasks commonly related to intelligent beings. The term is usually applied to the project of developing systems endowed with the intellectual processes characteristic of humans. As well as, like the power to reason, discover meaning, generalize, or learn from experience. Since the event of the computer within the 1940s, it’s been demonstrated that computers are often programmed to hold out very complex tasks. For instance, discovering proofs for mathematical theorems or playing chess—with great proficiency. Still, despite continuing advances in computer processing speed and memory capacity, there are so far no programs. That will match human flexibility over wider domains or in tasks requiring much everyday knowledge. Moreover, some programs have attained the performance levels of human experts and professionals in performing certain specific tasks. So, Artificial intelligence introduction during this limited sense is found in applications as diverse as diagnosis, computer search engines. And also, voice or handwriting recognition to all but the only human behavior is ascribed to intelligence. While even the foremost complicated insect behavior isn’t taken as a sign of intelligence. What’s the difference? Consider the behavior of the sphecoid wasp, Sphex ichneumoneus. When the feminine wasp returns to her burrow with food, she first deposits it on the edge. Checks for intruders inside her burrow, and only then, if the coast is obvious, carries her food inside. The important nature of the wasp‘s instinctual behavior is revealed. If the food is moved a couple of inches faraway from the doorway to her burrow. Likewise, she is inside: on emerging, she is going to repeat the entire procedure as often because the food is displaced. Intelligence—conspicuously absent within the case of Sphex—must include the power to adapt to new circumstances. Psychologists generally don’t characterize human intelligence by only one trait but by the mixture of the many diverse abilities.
Fundamentals Of Machine Learning And Deep Learning In Medicine
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Author : Reza Borhani
language : en
Publisher: Springer Nature
Release Date : 2022-11-18
Fundamentals Of Machine Learning And Deep Learning In Medicine written by Reza Borhani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-18 with Medical categories.
This book provides an accessible introduction to the foundations of machine learning and deep learning in medicine for medical students, researchers, and professionals who are not necessarily initiated in advanced mathematics but yearn for a better understanding of this disruptive technology and its impact on medicine. Once an esoteric subject known to few outside of computer science and engineering departments, today artificial intelligence (AI) is a widely popular technology used by scholars from all across the academic universe. In particular, recent years have seen a great deal of interest in the AI subfields of machine learning and deep learning from researchers in medicine and life sciences, evidenced by the rapid growth in the number of articles published on the topic in peer-reviewed medical journals over the last decade. The demand for high-quality educational resources in this area has never been greater than it is today, and will only continue to grow at a rapid pace. Expert authors remove the veil of unnecessary complexity that often surrounds machine learning and deep learning by employing a narrative style that emphasizes intuition in place of abstract mathematical formalisms, allowing them to strike a delicate balance between practicality and theoretical rigor in service of facilitating the reader’s learning experience. Topics covered in the book include: mathematical encoding of medical data, linear regression and classification, nonlinear feature engineering, deep learning, convolutional and recurrent neural networks, and reinforcement learning. Each chapter ends with a collection of exercises for readers to practice and test their knowledge. This is an ideal introduction for medical students, professionals, and researchers interested in learning more about machine learning and deep learning. Readers who have taken at least one introductory mathematics course at the undergraduate-level (e.g., biostatistics or calculus) will be well-equipped to use this book without needing any additional prerequisites.
The Artificial Intelligence In A Nutshell
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Author : Martin Spano
language : en
Publisher: Martin Spano
Release Date : 2019-01-16
The Artificial Intelligence In A Nutshell written by Martin Spano and has been published by Martin Spano this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-16 with Technology & Engineering categories.
In this book, you will find out … … why there so much talk about artificial intelligence these days … what is artificial intelligence, machine learning, neural networks, deep learning, and robots … what is the ancient, medieval and modern history of artificial intelligence … how artificial intelligence influences your daily life to the point, we cannot live without it anymore … how artificial intelligence affects governments, military, healthcare, automotive and finance … what are the job opportunities and the average salary of a professional working with artificial intelligence And much more.