| http://michiard.github.io/DISC-CLOUD-COURSE/ |
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|
| requierements : |
| 1-python |
| 2-Linux |
| 3-Git (cours openClassroom : G�rez votre code avec Git et GitHub) |
| 4-distribued algorithms |
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|
| Livres� consulter : |
| 1-Tom White. |
| Hadoop, The Definitive Guide. |
| O�Reilly, Yahoo, 2010. |
| 2- |
|
|
|
|
| mini-batch SGD |
| http://adventuresinmachinelearning.com/stochastic-gradient-descent/ |
|
|
| tp GD |
| https://github.com/EURECOM-CLOUDS-COURSE/StochasticGradientDescent/blob/master/SGD-public.ipynb |
|
|
| Cluster Schedulers |
| http://www.firmament.io/blog/scheduler-architectures.html |
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| Musique |
| https://www.youtube.com/watch?v=WPni755-Krg |
|
|
| tp SparkSQL |
| https://perso.telecom-paristech.fr/qleroy/aml/lab3.html |
|
|
| SparkSQL Labs |
| https://perso.telecom-paristech.fr/qleroy/aml/ |
|
|
| Introduction to Amazon Web Storage (DynamoDB) |
| https://www.youtube.com/watch?v=7elel-asftY |
|
|
| Introduction to HBase |
| https://www.youtube.com/watch?v=C3ilG2-tIn0 |
|
|
| Introduction to Cassandra |
| https://www.youtube.com/watch?v=oawc4doC76U |
| https://www.youtube.com/watch?v=FNfiYJm1GJs |
|
|
| Virtual nodes in Cassandra |
| http://docs.datastax.com/en/archived/cassandra/2.0/cassandra/architecture/architectureDataDistributeDistribute_c.html |
| https://fr.slideshare.net/patrickmcfadin/cassandra-virtual-node-talk |
|
|
| Fault tolerance in Cassandra |
| https://fr.slideshare.net/acunu/fault-tolerance-in-cassandra |
|
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| Zookeeper : distributed centralized coordinate service that is open source and ready for use |
| https://www.youtube.com/watch?v=gifeThkqHjg |
| https://zookeeper.apache.org/doc/r3.4.5/zookeeperProgrammers.html#ch_zkWatches |
