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Real World Machine Learning at Orbitz Uploaded by hrdf continuing-education Learn about how Orbitz's tech team implemented machine learning at the travel site. View Free Document
Machine Learning on Big Data (Lessons Learned from Google Projects) Uploaded by docguy continuing-education Machine learning researchers and practitioners develop computer algorithms that "improve performance automatically through experience". At Google, machine learning is applied to solve many problems, such as prioritizing emails in Gmail, recommending tags for YouTube videos, and identifying different aspects from online user reviews. Machine learning on big data, however, is challenging. Some "simple" machine learning algorithms with quadratic time complexity, while running fine with hundreds of records, are almost impractical to use on billions of records View Free Document
Machine Learning for Web Data Uploaded by docguy continuing-education Machine learning is a way of thinking about data. View Free Document
Gamification Introduction to Game Mechanics Uploaded by techman continuing-education A presentation about how we can use game mechanics in areas that aren’t a game View Free Document
Machine Learning and Social Media Uploaded by docguy continuing-education Presentation is about common machine learning algorithms -Machine learning tools – free and commercial -Acquiring and managing training data -Extracting useful features from your documents -Choosing the right technique for a problem -Measuring quality and improving your model over time -Integrating a machine learned model with applications View Free Document
Machine Learning with Apache Mahout Uploaded by hrdf continuing-education Introduction to Apache Mahout machine learning library. View Free Document
Optimizing MongoDB Lessons Learned Uploaded by hrdf continuing-education To share tips, tricks, and gotchas about: Documents, Indexes, Fragmentation, Migrations, Hardware and MongoDB on AWS View Free Document
MySQL Best Practices for DBAs and Developers Uploaded by brd10001 continuing-education Identify poor development practices; Recommended best practices; MySQL development tips and tricks; Standard & expected RDBMS practices View Free Document
Hadoop Architecture Uploaded by brd10001 continuing-education Hadoop - flexible and available architecture for large scale computation and data processing on a network of commodity hardware. View Free Document
Comparison Between CouchDB vs MongoDB Uploaded by brd10001 continuing-education Comparison by example between CouchDB and MongoDB View Free Document
MongoDB Schema Design Uploaded by brd10001 continuing-education schema design in MongoDB View Free Document
Comparing Scalable NoSQL Databases Uploaded by techman continuing-education Data analytics presentation about noSQL performances View Free Document
Automated Code Quality Checking In Ruby And Rails Uploaded by docslist higher-education View Free Document
Automated Code Quality Checking In Ruby And Rails Uploaded by docslist higher-education View Free Document
1,000,000 Daily Users and No Cache Uploaded by techman continuing-education Online games pose a few interesting challenges on their backend: A single user generates one http call every few seconds and the balance between data read and write is close to 50/50 which makes the use of a write through cache or other common scaling approaches less effective. Starting from a rather classic rails application as the traffic grew a group of techies gradually changed it in order to meet the required performance. Find our how. View Free Document

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