MongoDB & Machine Learning
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Update: Social Harvest is going open source, see http://www.socialharvest.io for more information. My MongoSV 2011 talk about implementing machine learning and other algorithms in MongoDB. With a little real-world example at the end about what Social Harvest is doing with MongoDB. For more updates about my research, check out my blog at www.shift8creative.com
![[object Object],[object Object]](https://image.slidesharecdn.com/mongodbandmachinelearning-111210123056-phpapp01/85/MongoDB-Machine-Learning-1-320.jpg)
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MongoDB & Machine Learning
- 16. Replication
- 41. MongoDB on a small VM Took 1.7 seconds
- 42. Compared to say PHP 33 seconds and timed out
- 43. More training data == exponentially faster than PHP
- 45. Your mileage will vary based on formula
- 46. You can cache certain values for speed
- 47. Don't forget about stored JavaScript (but use it wisely)
- 50. MongoDB will use JavaScript of course
- 53. 663x faster than a web browser
- 55. 663x faster than a web browser
- 56. 7x slower than PHP PECL extension