Describe PM Principles & Techniques Understand the global standard (PMBoK) Practice concepts in a learning environment Identify what works for you and apply these concepts to your own projects Understand IT specific challenges and be prepared ‘take
The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important developments in the underlying algorithms and techniques. For example, Bayesian methods have grown from a specialist ni
M. Bishop 的大作， 模式识别的经典之作 first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses gra
iOS has quickly become one of the most popular mobile operating systems, not only with users, but also with developers and companies. This also makes it a popular platform for malicious adversaries. iOS users and developers need to be constantly awa
TensorFlow 机器学习的教程，不可多得。 In recent years, machine learning has changed from a niche technology asset for scientific and theoretical experts to a ubiquitous theme in the day-to-day operations of the majority of the big players in the IT field. This p
编者之一是Spark的创始人Matei，强烈推荐. 本书仅370多页, 内容精炼, 适合初学者全面掌握Spark. 本PDF是打印版, 可以复制书中代码和文字, 很方便. One of the writer is the one of the creators of Spark, Matei, it is strongly recommended. There are merely around 370 pages, very concise, suitable for beginner to
高清文字版带目录，英文原版，亚马逊全5星好评书籍 This book was written for anyone who wishes to explore deep learning from scratch or broaden their understanding of deep learning. Whether you’re a practicing machine-learning engineer, a software developer, or a college stu
深度学习 Deep Learning with Python 2017 经典的深度学习教程。强烈推荐下载学习。最新的深度学习教程。 这本书向您介绍了深度学习的桥梁框架如keras实践的学术现状和工业国家之间的差距。 本书简要介绍了深层学习的数学前提和基本原理，使本书成为希望深入学习的软件开发人员的良好起点。还包括了一个简短的深入学习架构的调查。 使用Python进行深入学习还将介绍自动微分和GPU计算的关键概念，而在深入进行大规模实验时，这并不是深入学习的核心概念。 Discover the
上传者不拥有讲义的原始版权。所有版权归属CMU。
该文件集是CMU开设的11-777课程，名为multimodal machine learning，每年fall学期开设。
本讲义是2019 Fall的版本。
课程介绍：
Descr iption
Multimodal machine learning (MMML) is a vibrant multi-disciplinary research field which addresses some of the original go
吴恩达Machine Learning Yearing英文版，非影印版，清晰明了Table of Contents(Draft
I Why Machine Learning strategy
2 How to use this book to help your team
3 Prerequisites and notation
4 Scale drives machine learning progress
5 Your development and test sets
6 Your dev
(应该没人会看到的吧。。。英语稀烂，锻炼下英语吧。不然真成一个老大难问题了)
Waht is Machine Learning:
ML is a subset of “Artificial Intelligence”, computer perform a task use patterns and inference instead of explicit instructions. Machine learning algorithms build a mathematical model
Leaf PHP Framework
Leaf PHP
Leaf is a PHP framework that helps you create clean, simple but powerful web apps and APIs quickly and easily. Leaf introduces a cleaner and much simpler structure to the PHP language while maintaining it's flexibility. Wi
