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This knowledge is crowdsourced, so please comment your recommendations!!
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ResourceLinkNotes
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Open Source Data Science Mastershttp://datasciencemasters.org/
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Nisarg Dave Guide to Data Science
http://media.wix.com/ugd/e04fb5_8d8024e5604742279aea47929019e140.pdf
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If you want to learn Data Science, start with one of these programming classes
https://medium.freecodecamp.com/if-you-want-to-learn-data-science-start-with-one-of-these-programming-classes-fb694ffe780c#.civww8e4p
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If you want to learn Data Science, take a few of these statistics classes
https://medium.freecodecamp.com/if-you-want-to-learn-data-science-take-a-few-of-these-statistics-classes-9bbabab098b9#.7jk33y7ll
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Resources (Articles)
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Quora: Which is the best online site to learn data science: EdX, DataCamp or Coursera?
https://www.quora.com/Which-is-the-best-online-site-to-learn-data-science-EdX-DataCamp-or-Coursera
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Quora: Is Springboard's data science workshop effective for learning data science and how is it different from Coursera or EdX?
https://www.quora.com/Is-Springboards-data-science-workshop-effective-for-learning-data-science-and-how-is-it-different-from-Coursera-or-EdX
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For learning data science, is Data Camp better than Coursera's data science specialization?
https://www.quora.com/For-learning-data-science-is-Data-Camp-better-than-Courseras-data-science-specialization
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(Article on how to pick up Big Data knowledge and some structure and links to other tutorials on areas such as Hadoop, Tableau, Cloudera, Hortonworks, Spunk)
https://www.quora.com/How-do-you-learn-big-data
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http://www.datasciguide.com/
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Data Science without Code (Unordered)
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Excel to MySQL: Analytic Techniques for Business Specialization (Duke)
https://www.coursera.org/specializations/excel-mysql
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Data Visualization with Tableau (UCDavis)
https://www.coursera.org/specializations/data-visualization
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Business Statistics and Analysis Specialization (Rice)
https://www.coursera.org/specializations/business-statistics-analysis
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PWC Analytics Course
https://www.coursera.org/specializations/pwc-analytics
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Business Analytics Specialization (UPenn) (Different Domains)
https://www.coursera.org/specializations/business-analytics
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Predictive Analytics for Business (Udacity)
https://www.udacity.com/course/predictive-analytics-for-business--nd008
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Geographic Information Systems (GIS) Specialization (UCDavis)https://www.coursera.org/specializations/gis
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EdX Analyzing and Visualizing Data in Excel
https://www.edx.org/course/analyzing-visualizing-data-excel-microsoft-dat206x-4
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Data Science (Math, Stats, Basics)
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Microsoft Professional Program Certificate in Data Science (EdX)
https://www.edx.org/microsoft-professional-program-certficate-data-science
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DataCamphttp://www.datacamp.com
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Statistics with R Specialization (Duke)
https://www.coursera.org/specializations/statistics
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Applied Data Science with Python Specialization
https://www.coursera.org/specializations/data-science-python
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Data Science at Scale (UWashington, Open Source DS Masters)
https://www.coursera.org/specializations/data-science
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Data Science Specialization (JHU, 9 courses)
https://www.coursera.org/specializations/jhu-data-science
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Mastering Software Development in R Specialization (JHU)https://www.coursera.org/specializations/r
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Udacity Intro to machine learningjust for learning scikit-learn
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Udacity Intro to Data Analysis
just for learning pandas and numpy
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BigDataUniversity (Data Science fundamentals)https://bigdatauniversity.com/learn/
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https://github.com/nborwankar/LearnDataScience (pretty good tutorials in form of ipython notebooks)
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Data Engineering (Unordered)
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Delivering a Relational Data Warehouse (EdX, Microsoft)
https://www.edx.org/course/delivering-relational-data-warehouse-microsoft-dat216x-0#!
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Microsoft Azure HDInsight Big Data Analyst (EdX, Microsoft)
https://www.edx.org/xseries/microsoft-azure-hdinsight-big-data-analyst
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Hadoop, Spark, Big Data (IBM BigDataUniversity)https://bigdatauniversity.com/learn/
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Data Warehousing for Business Intelligence Specialization (UColorado)
https://www.coursera.org/specializations/data-warehousing = Data Warehousing, Oracle
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Big Data Specialization (USan Diego)
https://www.coursera.org/specializations/big-data
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Databases
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Microsoft SQL Database Development
https://www.edx.org/xseries/microsoft-sql-database-development
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Advanced Data Science
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Machine Learning (Andrew Ng)
https://www.coursera.org/learn/machine-learning = CS229 Machine Learning
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Machine Learning (U Washington)
https://www.coursera.org/specializations/machine-learning = Specialization on Deep Learning
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Genomic Data Science
https://www.coursera.org/specializations/genomic-data-science
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Artificial Intelligence Micromasters (Columbia)
https://www.edx.org/micromasters/columbiax-artificial-intelligence
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Artificial Intelligence (Stanford)
http://see.stanford.edu/see/courseinfo.aspx?coll=348ca38a-3a6d-4052-937d-cb017338d7b1
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Advanced Data Structures
http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/
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Udacity Intro to machine learning just for learning scikit-learn
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Tensorflow and Deep Learning learning resources
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https://github.com/pkmital/tensorflow_tutorials (in form of ipython notebooks)
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https://github.com/aymericdamien/TensorFlow-Examples
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https://github.com/HFTrader/DeepLearningBook (for deep theory)
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https://github.com/terryum/awesome-deep-learning-papers (for hardcore theory)
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https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap (if you want to start a deep learning company hahah)
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https://github.com/ChristosChristofidis/awesome-deep-learning
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Big Data
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https://www.udemy.com/big-data-and-hadoop-essentials-free-tutorial/?dtcode=D8F9u2F1jMLu
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https://bigdatauniversity.com/courses/introduction-to-hadoop/
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https://bigdatauniversity.com/courses/flume-sqoop-moving-data-into-hadoop/
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https://bigdatauniversity.com/courses/mapreduce-and-yarn/
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https://bigdatauniversity.com/courses/hadoop-hive/
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https://bigdatauniversity.com/courses/analyzing-big-data-r-using-apache-spark/
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(Big Data University also have other materials on Machine Learning, Neural Networks, Open Source Software such as Solr, Oozie, TensorFlow, HBase, Databases types such as NoSQL, DBaaS, which I will be browsing through)
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