Deep learning for data architects
unleash the power of python’s deep learning algorithms
Bibliographic details
Additional authors
Nandyala, Siva Prasad
Summary
Deep Learning for Data Architects: Unleash the Power of Python’s Deep Learning Algorithms is a practical guide that connects data architecture, Python, artificial intelligence, and deep learning. It begins with Python for data science and explains how to transform raw data into useful insights through data handling, exploratory analysis, and preprocessing. The book then covers the development of neural-network predictive models, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Generative Adversarial Networks (GANs). It also covers optical character recognition, object detection, image segmentation, and Transformer models for natural language processing, with Python implementations and practical applications.