{"product_id":"mastering-ai-and-generative-ai-anand-vemula-9798326624024","title":"Mastering AI and Generative AI: From Learning Fundamentals to Advanced Applications","description":"\u003cp\u003e\u003cb\u003eDemystifying Artificial Intelligence and Its Creative Potential\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis comprehensive guide dives into the fascinating world of Artificial Intelligence (AI) and its cutting-edge subfield, Generative AI. Designed for beginners and enthusiasts alike, it equips you with the knowledge and skills to navigate the complexities of machine learning and unlock the power of AI for advanced applications.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuilding a Strong Foundation\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThe journey begins with mastering the fundamentals. You'll explore the different approaches to AI, delve into the history of this revolutionary field, and gain a solid understanding of various subfields like Machine Learning, Deep Learning, Natural Language Processing, and Computer Vision.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDelving into Machine Learning\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eMachine learning, the core of AI's learning ability, takes center stage. You'll grasp the difference between supervised and unsupervised learning paradigms, discover popular algorithms like decision trees and neural networks, and learn the importance of data preparation for optimal model performance. Evaluation metrics become your tools to measure how effectively your models are learning.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnveiling the Power of Deep Learning\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eGet ready to explore the intricate world of Deep Learning, a powerful subset of machine learning inspired by the human brain. Demystify neural networks, the building blocks of deep learning, and dive into specialized architectures like Convolutional Neural Networks (CNNs) for image recognition and Recurrent Neural Networks (RNNs) for handling sequential data. Deep learning frameworks become your allies, simplifying the process of building and deploying complex deep learning models.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThe Art of Machine Creation: Generative AI\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThe book then shifts its focus to the transformative realm of Generative AI. Here, machines not only learn but create entirely new data. Explore different types of generative models, from autoregressive models to variational autoencoders, and witness their applications in text generation, image synthesis, and even music creation.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eA Deep Dive into Generative Adversarial Networks (GANs)\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAmong generative models, Generative Adversarial Networks (GANs) have captured the imagination of researchers and the public alike. This chapter delves into the intriguing concept of GANs, where a generator model continuously strives to create realistic data while a discriminator model acts as a critic, ensuring the generated data is indistinguishable from real data. You'll explore the training process, the challenges of taming GANs, and best practices for achieving optimal results.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAdvanced Applications Across Domains\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThe book then showcases the transformative potential of Generative AI across various domains. Witness the power of text generation with RNNs, explore the ethical considerations surrounding deepfakes, and discover how chatbots are revolutionizing communication. In the visual realm, delve into Deep Dream and Neural Style Transfer algorithms, and witness the creation of realistic images and videos with cutting-edge generative models.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMastering AI and Generative AI\u003c\/b\u003e empowers you to not only understand these revolutionary technologies but also leverage them for advanced applications. As you embark on this journey, be prepared to unlock the boundless potential of machine creation and shape the future of AI.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Anand Vemula\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798326624024\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/25\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 74\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.24lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.15d","brand":"Anand Vemula","offers":[{"title":"Paperback","offer_id":47201051377919,"sku":"9798326624024","price":9.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2f3f0793-8a53-44ec-a795-25732313f6ed.jpg?v=1756788723","url":"https:\/\/www.whiterainbookhouse.com\/products\/mastering-ai-and-generative-ai-anand-vemula-9798326624024","provider":"WR Book House","version":"1.0","type":"link"}