Machine Learning

Maria Johnsen

2024年7月 · Maria Johnsen

電子書

549

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評分和評論未經驗證瞭解詳情

關於這本電子書

Machine learning has revolutionized industries, from healthcare to entertainment, by enhancing how we understand and interact with data. Despite its prevalence, mastering this field requires both theoretical knowledge and practical skills. This book bridges that gap, starting with foundational concepts and essential mathematics, then advancing through a wide range of algorithms and techniques. It covers supervised and unsupervised learning, neural networks, deep learning, and reinforcement learning, with clear explanations and practical examples. Real-world applications are highlighted through scenarios and case studies, demonstrating how to solve specific problems with machine learning. You'll find hands-on guides to popular tools and libraries like Python, Scikit-Learn, TensorFlow, Keras, and PyTorch, enabling you to build, evaluate, and deploy models effectively. The book explores cutting-edge topics like quantum machine learning and explainable AI, keeping you updated on the latest trends. Detailed case studies and capstone projects provide practical experience, guiding you through the entire machine learning process. This book, a labor of love born from extensive research and passion, aims to make machine learning accessible and engaging. Machine learning is about curiosity, creativity, and the pursuit of knowledge. Explore, experiment, and enjoy the journey. Thank you for choosing this book. I am excited to be part of your machine learning adventure and look forward to the incredible things you will achieve.

關於作者

Maria Johnsen, originating from Trondheim, Norway, boasts a diverse array of expertise encompassing AI computer engineering, film and TV investment, writing, directing, producing, poetry, and digital marketing. Growing up in a multilingual environment laid the foundation for Maria's linguistic prowess. Her academic journey traversed various disciplines, including Information Technology, Informatics, Beauty Arts and Culture, Computer Engineering, and Film Production.

Maria's exceptional contributions have earned her prestigious accolades such as the International Star Award for quality leadership, innovation, and excellence in 2019. Her impactful films, available on platforms like Amazon Prime, have captivated audiences in 175 countries. Complementing her filmmaking success, Maria has authored 70 books in English, German, French, Spanish, Japanese, and Dutch, including educational materials for postgraduate studies, showcasing her global influence as a published author.

Her literary repertoire extends to non-fiction works utilized in post-graduate programs at esteemed universities across North America and Europe. Titles such as "Search Engine Revolution," "The Business of Filmmaking: Building a Business and Networking Strategies in the Movie Industry," "AI in Digital Marketing," "Generative AI" , " Neural Networks " , " Nanotechnology", "The Future of Artificial Intelligence in Digital Marketing: The Next Big Technological Break," "Blockchain in Digital Marketing: A New Paradigm of Trust," "Multilingual Digital Marketing: Managing for Excellence in Online Marketing," and "Sales in The Age Of Intelligent Web" underscore her expertise in digital marketing and emerging technologies.

Maria's educational journey transcended borders, with stints at institutions like Sorbonne University in Paris, Kharkov University in Ukraine, and engagements in Changchun, China, where she mastered Korean and Chinese. She has shared her knowledge by instructing English, French, and Russian to undergraduate and postgraduate students, notably achieving a 70% success rate with her students earning scholarships for further studies in the US and Canada.

As an entrepreneur, Maria founded Golden Way Media, a company dedicated to promoting businesses globally. Based in London, UK, she manages Golden Way Media Films and Golden Way Media, a digital marketing firm in Norway. Recognized as a top digital marketing influencer worldwide and among the top 100 global influencers in artificial intelligence (A.I.) and Fintech by Onalytica in 2016, Maria continues to excel across diverse domains, penning commercially viable screenplays and leaving an indelible mark on the cinematic landscape.