Deep Learning Step-by-Step: Guide for Students, Entrepreneurs, Business Leaders & the Curious by Mitchell Ng ISBN 9798323841424, 832384142X, B0D2KL8732 instant download

Deep Learning Step-by-Step: Guide for Students, Entrepreneurs, Business Leaders & the Curious by Mitchell Ng ISBN 9798323841424, 832384142X, B0D2KL8732 instant download

Unlock the potential of deep learning and join the AI revolution with this comprehensive and accessible guide, perfect for students and beginners, entrepreneurs, business leaders, and curious minds alike.

"Deep Learning Step by Step" takes you on a journey from the mechanics, foundation, and concepts of neural networks to cutting-edge applications transforming industries like healthcare, finance, and manufacturing.

Here's what you'll discover:

    The Core Concepts: Understand the mechanics, foundations, and concepts behind deep learning, from neurons and activation functions to various network architectures like CNNs and RNNs.

    Data as the Foundation: Learn how to collect, prepare, and augment data to fuel your deep learning models for optimal performance.

    Training Secrets Revealed: Explore optimization algorithms, regularization techniques, and best practices for training models.

    Real-World Applications: Image recognition, natural language processing (NLP), speech recognition & more.

    Business Applications: Enhance customer experience & optimize operations.

    Ethical Considerations: Data privacy, algorithmic bias, and the societal impact of AI.

    Building a Career in AI: Explore emerging roles in deep learning and acquire essential skills (e.g., Python, PyTorch).

    Frontiers of Deep Learning: Trends like self-supervised learning, agentic models, and quantum computing.