"Hundred Faces of Machine Learning" (Zhuge Yue) e-book network disk download for free online reading
Link: /s/1_Zh5vQ45aGe8tY_NOFMwhw Extraction code: 0gga
Book Name: Hundred-faced Machine Learning
Author: Zhuge Yue
Douban score: 8.6
Publisher: People's Posts and Telecommunications Press
Published Year: 2018-8-1
Introduction:
The field of artificial intelligence is developing at a speed beyond people’s imagination. This book was written before artificial intelligence completely takes over the world. What a blessing.
The book contains more than 100 interview questions and answers for machine learning algorithm engineers, most of which are derived from real scenarios of Hulu algorithm research positions. This book starts from various interesting phenomena in daily work and life. It not only covers the basic knowledge of machine learning, but also includes the relevant skills to become an outstanding algorithm engineer. More importantly, it embodies the author's deep understanding of the field of artificial intelligence. Enthusiastic heart aims to cultivate readers' ability to discover, solve and expand problems, build a love for machine learning, and finally draw a grand blueprint for the world of artificial intelligence.
"If you don't take small steps, you can't reach a thousand miles." This book will start from classic machine learning fields such as feature engineering, model evaluation, and dimensionality reduction to build a knowledge system that is necessary for algorithm engineers; see Neural Network , reinforcement learning, generative adversarial networks and other new scientific research progress, it is a book that knows the success, failure and rise and fall of the field of deep learning; "Extreme knowledge and apprehension, thick accumulation and thin development", in the last chapter, the readers are shown various leadership in life. Artificial Intelligence Applications of the Era.
About the author:
Zhuge Yue: Currently the vice president of global R&D of Hulu Company and the general manager of China R&D Center. He once served as co-founder and CEO of Landscape Mobile, former product director of Yahoo Beijing Global R&D Center, project general manager of Microsoft Beijing R&D Center, and senior software architect of Yahoo America. Zhuge Yue received a master's degree and a doctorate in computer science from Stanford University in the United States, a master's degree in applied mathematics from the State University of New York at Stony Brook, and studied in the Department of Computer Science and Technology at Tsinghua University. Zhuge Yue's research results have been awarded a number of patents, and in 2005 he won the Best Paper Award of the Ten Years by the Database Professional Committee of the American Computer Society.
Calabash Babies: 15 talents from Hulu Beijing Innovation Lab. They use their expertise in machine learning, deep learning and other areas of knowledge and algorithm models to build a customized machine AI platform, changing recommendation engines, video encoding and decoding, content understanding, advertising and other online businesses that are closely related to users. technology.