AWS Reference Architectures

https://aws.amazon.com/architecture/

Machine Learning Foundations

https://www.youtube.com/watch?v=nQvpFSMPhr0&list=PLXVfgk9fNX2I7tB6oIINGBmW50rrmFTqf

機器學習速遊

http://www.slideshare.net/tw_dsconf/ss-56071386

機器學習速遊 from 台灣資料科學愛好者年會

Netflix : System Architectures for Personalization and Recommendation

http://techblog.netflix.com/2013/03/system-architectures-for.html

Gartner Digital Marketing Transit Map

https://www.gartner.com/technology/research/digital-marketing/transit-map.jsp

The Big Data Landscape

http://www.bigdatalandscape.com/
http://www.slideshare.net/mjft01/big-data-landscape-matt-turck-may-2014

Big data landscape v 3.0 - Matt Turck (FirstMark) from Matt Turck

Big Data Taiwan : Supply Chain and Communities

http://www.slideshare.net/jazzwang/13-0702-bigdatataiwansupplychainandcommunities?qid=7355d7c2-a6e5-4290-9103-7f46c52eacaa&v=qf1&b=&from_search=5
http://www.slideshare.net/jazzwang/ss-50602379

Big Data Taiwan : Supply Chain and Communities from Jazz Yao-Tsung Wang

淺談台灣巨量資料產業發展現況 from Jazz Yao-Tsung Wang

Hadoop HDFS command

https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-common/FileSystemShell.html#Overview

$ hadoop fs -cp XXX YYY
$ hadoop fs -put XXX YYY

Tensorflow docker

http://tensorflow.org/get_started/os_setup.md#train_your_first_tensorflow_neural_net_model
https://github.com/tensorflow/tensorflow/tree/master/tensorflow/tools/docker


$ docker run -it b.gcr.io/tensorflow/tensorflow
$ python tensorflow/models/image/mnist/convolutional.py

tensorflow/examples/label_image

TensorFlow

https://www.youtube.com/watch?v=oZikw5k_2FM

vagrant boot2docker provisioning

docker hub

https://hub.docker.com/
https://docs.docker.com/userguide/dockerrepos/
https://docs.docker.com/examples/running_ssh_service/
https://docs.docker.com/engine/reference/builder/
https://philipzheng.gitbooks.io/docker_practice/content/image/create.html
https://docs.docker.com/engine/userguide/containers/dockerimages/

(put Dockerfile in current dir)

$ docker build -t AAA/bbb . (-t is optional, it will save to AAA/bbb if succeed)
$ docker login
$ docker push AAA/bbb

[Note] you can also exec into docker and modify it, then commit(docker commit) it as new image (can look at the history if still exist...)

Docker on Google App Engine

http://www.slideshare.net/Docker/googleappengineatdockercon2014-140613154831phpapp02-37589023

Docker on Google App Engine from Docker, Inc.

docker cloudera

https://github.com/coreos/coreos-vagrant
https://github.com/caioquirino/docker-cloudera-quickstart

$ docker run -i -t --net="host" caioquirino/docker-cloudera-quickstart

[Note] vagrant + coreos + docker + ubuntu + cloudera

PowerBI

https://powerbi.microsoft.com/en-us/downloads

Cloudera ODBC Driver for Impala 64 bit

Cloudera ODBC Driver for Impala

Search for ODBC Data Source Administrator,

Impala ODBC

http://www.cloudera.com/content/cloudera/en/documentation/cloudera-impala/v2-0-x/topics/impala_odbc.html

Excel (Power Query) to query impala

ELK Stack

https://www.youtube.com/watch?v=Xw192qvUnWo

Apache Spark 1.5

http://www.slideshare.net/databricks/apache-spark-15-presented-by-databricks-cofounder-patrick-wendell

Apache Spark 1.5 presented by Databricks co-founder Patrick Wendell from Databricks

HadoopCon 2015

http://2015.hadoopcon.org/wp/

http://www.slideshare.net/chaoyu0513/hadoop-con-2015-hadoop-enables-enterprise-data-lake
https://speakerdeck.com/kazunori279/your-data-and-the-world-beyond-mapreduce

http://www.slideshare.net/hubertfanchiang/introduction-to-apache-spark-53004549
http://www.slideshare.net/imagefish1/hadoop-con2015-the-data-scientists-toolbox
http://www.slideshare.net/tzulitai/hadoopcon-2015-building-a-stream-processing-system-for-playable-ads-data-at-vmfive


http://www.slideshare.net/peihsinsu/lambda-architecture-using-google-cloud-plus-apps
http://www.slideshare.net/kewang/hedis-get-hbase-via-redis
http://www.slideshare.net/liweiyang5/building-your-bi-system-52984993

http://www.slideshare.net/takeshi_miao/zerodowntime-hadoophbase-crossdatacenter-migration
http://www.slideshare.net/saintya/how-bigtop-leveraged-docker-for-build-automation-and-one-click-hadoop-provisioning
http://www.slideshare.net/keyboardfannfann/facing-enterprise-specific-challenges-utility-programming-in-hadoop
http://www.slideshare.net/YafangChang/hadoopcon2015-multicluster-live-synchronization-with-kerberos-federated-hadoop

https://docs.google.com/presentation/d/1e8-KWOVRodJj0te0M8zEqEPbgwfXA5zoso3-QVfTnC8/edit#slide=id.gbb319da1c_0_24
https://speakerdeck.com/chuyuhsu/spark-machine-learning-101-at-hadoopcon