A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style.The Little Learner introduces deep learning from the bottom up, inviting students to learn by doing. With the characteristic humor and Socratic approach of classroom favorites The Little Schemer and The Little Typer, this kindred text explains the workings of deep neural networks by constructing them incrementally from first principles using little programs that build on one another. Starting from scratch, the reader is led through a complete implementation of a substantial application: a recognizer for noisy Morse code signals. Example-driven and highly accessible, The Little Learner covers all of the concepts necessary to develop an intuitive understanding of the workings of deep neural networks, including tensors, extended operators, gradient descent algorithms, artificial neurons, dense networks, convolutional networks, residual networks, and automatic differentiation. Conversational style, illustrations, and question-and-answer format make deep learning accessible and funIncremental approach constructs advanced concepts from first principlesPresents key ideas of machine learning using a small, manageable subset of the Scheme languageSuitable for anyone with knowledge of high school math and some programming experience
✔ Author(s): Daniel P. Friedman,Anurag Mendhekar,Qingqing Su,Guy L. Steele Jr.,Peter Norvig
✔ Title: The Little Learner: A Straight Line to Deep Learning
✔ Rating : 4.1 out of 5 base on (18 reviews)
✔ ISBN-10: 026254637X
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle
Readers' opinions about The Little Learner by Daniel P. Friedman
Cedrica Ingram
Get lost in a fantastical realm where magic and adventure await at every turn. The author's imaginative world-building and captivating narrative draw you in from the start. Engaging characters and thrilling quests make for an exciting read. The plot twists and turns keep you hooked until the very end. It's a book that sparks the imagination and takes you on a wild ride. Perfect for fans of fantasy.
Hailie King
Experience the profound impact of art and creativity in this beautifully written novel. The author's evocative writing and compelling characters bring the story to life. Each chapter explores the transformative power of art with sensitivity and depth. The plot is both thought-provoking and emotionally resonant. It's a narrative that celebrates the beauty of human expression. Ideal for readers who appreciate stories about art and inspiration.
Louise Russell
Delve into the dark and twisted world of a psychological thriller that keeps you guessing. The author's masterful storytelling and complex characters create a gripping narrative. Each plot twist is meticulously crafted, adding to the suspense. The tension builds with each chapter, making it impossible to put down. It's a chilling and captivating read that explores the depths of the human psyche. Perfect for fans of psychological suspense.
