圖書標籤: tensorflow 深度學習 deep-learning 人工智能 軟件開發 _...O'Reilly O'Reilly ML/DL
发表于2024-11-23
TensorFlow for Deep Learning pdf epub mobi txt 電子書 下載 2024
Learn how to solve challenging machine learning problems with Tensorflow, Google’s revolutionary new system for deep learning. If you have some background with basic linear algebra and calculus, this practical book shows you how to build—and when to use—deep learning architectures. You’ll learn how to design systems capable of detecting objects in images, understanding human speech, analyzing video, and predicting the properties of potential medicines.
TensorFlow for Deep Learning teaches concepts through practical examples and builds understanding of deep learning foundations from the ground up. It’s ideal for practicing developers comfortable with designing software systems, but not necessarily with creating learning systems. This book is also useful for scientists and other professionals who are comfortable with scripting, but not necessarily with designing learning algorithms.
Gain in-depth knowledge of the TensorFlow API and primitives.
Understand how to train and tune machine learning systems with TensorFlow on large datasets.
Learn how to use TensorFlow with convolutional networks, recurrent networks, LSTMs, and reinforcement learning.
Bharath Ramsundar received a BA and BS from UC Berkeley in EECS and Mathematics and was valedictorian of his graduating class in mathematics. He is currently a PhD student in computer science at Stanford University with the Pande group. His research focuses on the application of deep-learning to drug-discovery. In particular, Bharath is the lead-developer and creator of DeepChem.io, an open source package founded on TensorFlow that aims to democratize the use of deep-learning in drug-discovery. He is supported by a Hertz Fellowship, the most selective graduate fellowship in the sciences.
Reza Bosagh Zadeh is Founder CEO at Matroid and Adjunct Professor at Stanford University. His work focuses on Machine Learning, Distributed Computing, and Discrete Applied Mathematics. Reza received his PhD in Computational Mathematics from Stanford University under the supervision of Gunnar Carlsson. His awards include a KDD Best Paper Award and the Gene Golub Outstanding Thesis Award. He has served on the Technical Advisory Boards of Microsoft and Databricks. As part of his research, Reza built the Machine Learning Algorithms behind Twitter's who-to-follow system, the first product to use Machine Learning at Twitter. Reza is the initial creator of the Linear Algebra Package in Apache Spark and his work has been incorporated into industrial and academic cluster computing environments. In addition to research, Reza designed and teaches two PhD-level classes at Stanford: Distributed Algorithms and Optimization (CME 323), and Discrete Mathematics and Algorithms (CME 305).
花四五天掃一遍還湊閤
評分雖然是講 TensorFlow 的書其實並沒有涉及到特彆多的編程細節,想通過這本書學習如何使用 TensorFlow 那就想多瞭,建議去看資料都比這本書好。但這本書好在比較新和全麵,介紹瞭一些研究現狀,講瞭深度學習的曆史、發展以及未來如何,也介紹瞭比較多的實際應用案例,是對理論方麵不錯的補充,有深度學習基礎的還是建議看一看。
評分雖然是講 TensorFlow 的書其實並沒有涉及到特彆多的編程細節,想通過這本書學習如何使用 TensorFlow 那就想多瞭,建議去看資料都比這本書好。但這本書好在比較新和全麵,介紹瞭一些研究現狀,講瞭深度學習的曆史、發展以及未來如何,也介紹瞭比較多的實際應用案例,是對理論方麵不錯的補充,有深度學習基礎的還是建議看一看。
評分挺入門的冊子,盡量避免瞭講數學內容,還給標程,對照著動手做能對dl有一個大緻的感覺,對初學者是個不錯的選擇。(大有文科高數的意思)
評分花四五天掃一遍還湊閤
这是一本神书,神到可以将国际象棋和围棋的棋盘翻译成“游戏板”,神到可以将夸张的(hyperbolic)译为“双曲线的”,神到可以将特征工程(feature engineering)译成“功能工程”。这样的图书得以出版,可谓是出版界的耻辱,可谓对“翻译”一词的践踏,可谓是当今“人工智能”...
評分这是一本神书,神到可以将国际象棋和围棋的棋盘翻译成“游戏板”,神到可以将夸张的(hyperbolic)译为“双曲线的”,神到可以将特征工程(feature engineering)译成“功能工程”。这样的图书得以出版,可谓是出版界的耻辱,可谓对“翻译”一词的践踏,可谓是当今“人工智能”...
評分这是一本神书,神到可以将国际象棋和围棋的棋盘翻译成“游戏板”,神到可以将夸张的(hyperbolic)译为“双曲线的”,神到可以将特征工程(feature engineering)译成“功能工程”。这样的图书得以出版,可谓是出版界的耻辱,可谓对“翻译”一词的践踏,可谓是当今“人工智能”...
評分这是一本神书,神到可以将国际象棋和围棋的棋盘翻译成“游戏板”,神到可以将夸张的(hyperbolic)译为“双曲线的”,神到可以将特征工程(feature engineering)译成“功能工程”。这样的图书得以出版,可谓是出版界的耻辱,可谓对“翻译”一词的践踏,可谓是当今“人工智能”...
評分这是一本神书,神到可以将国际象棋和围棋的棋盘翻译成“游戏板”,神到可以将夸张的(hyperbolic)译为“双曲线的”,神到可以将特征工程(feature engineering)译成“功能工程”。这样的图书得以出版,可谓是出版界的耻辱,可谓对“翻译”一词的践踏,可谓是当今“人工智能”...
TensorFlow for Deep Learning pdf epub mobi txt 電子書 下載 2024