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  1. Data Structures – http://stackoverflow.com/questions/tagged/data-structures
    – http://courses.csail.mit.edu/6.851/spring12/lectures/
    – http://www.edureka.co/c-programming-datastructure-course-self-paced
    – http://cslibrary.stanford.edu/
  2. Algorithms – https://github.com/careermonk/DataStructureAndAlgorithmicThinkingWithPython
    – http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005/index.htm
    – http://www.algorithmica.co.in/courses/top_20.html
    – http://stackoverflow.com/questions/tagged/algorithm
    – http://www.careercup.com/page?pid=algorithm-interview-questions
    – https://www.coursera.org/course/algs4partI
    – http://courses.csail.mit.edu/6.006/spring11/notes.shtml
    – http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=IntroToAlgorithms
    – http://www.geeksforgeeks.org/
  3. GIT –  https://www.codeschool.com/courses/try-git
  4. Hadoop courses – http://hadoop.apache.org/
    – https://www.udemy.com/hadoop-tutorial/#/
    – http://hortonworks.com/tutorials/
    – http://courses.hadoop-skills.com/course/hadoop-tutorial-training-certification
    – https://developer.yahoo.com/hadoop/tutorial/
    – http://www.fromdev.com/2010/12/interview-questions-hadoop-mapreduce.html
    – https://community.hortonworks.com/questions/22602/what-is-sort-merge-bucket-smb-join-in-hive-when-it.html
  5. Hadoop optimization – https://www.qubole.com/blog/big-data/hive-best-practices/
    – http://hortonworks.com/blog/hive-0-14-cost-based-optimizer-cbo-technical-overview/
    – http://stackoverflow.com/questions/30252405/how-to-enable-compression-on-an-existing-hbase-table
    – http://sanjivblogs.blogspot.in/2015/05/10-ways-to-optimizing-hive-queries.html
  6. Hadoop Articles – http://www.infoworld.com/article/2956781/application-development/9-big-data-pain-points.html
  7. Data Science Courses – https://www.analyticsvidhya.com/blog/2017/01/the-most-comprehensive-data-science-learning-plan-for-2017/
    – http://dataaspirant.com/2015/10/24/four-coursera-data-science-specializations-starts-this-month/
    – https://www.quora.com/What-are-the-best-ways-to-learn-advanced-Machine-Learning-outside-academia/answer/Carlos-Guestrin?ref=fb_page
    – https://www.udemy.com/analyticstraining/#/
    – https://www.coursera.org/course/datasci
    – https://www.coursera.org/specialization/jhudatascience/1
    – http://learnds.com/
    – https://www.mysliderule.com/learning-paths/data-analysis/learn/#_=_ http://www.mastersindatascience.org/blog/data-scientist-foundations-the-hard-and-human-skills-you-need/
    – https://www.coursera.org/course/pythonlearn
    – https://www.coursera.org/course/ml
    – https://www.udacity.com/course/machine-learning-unsupervised-learning–ud741
    – https://www.coursera.org/course/ml
    – https://www.coursera.org/course/sna
    – https://www.coursera.org/learn/recommender-systems
    – https://www.coursera.org/course/nlp
    – https://class.coursera.org/nlp/lecture
    – http://www.analyticsvidhya.com/learning-paths-data-science-business-analytics-business-intelligence-big-data/learning-path-r-data-science
    – http://www.analyticsvidhya.com/blog/2014/11/tips-prepare-cv-data-science-roles/#comment-80382
    – https://www.engadget.com/2017/07/20/guide-to-machine-learning-ai/
    – http://mashable.com/2017/07/27/online-course-on-data-and-analytics/#eqktDmHzpmqH- http://www.analyticsvidhya.com/blog/2014/12/start-career-analytics-industry/
    – https://www.udacity.com/course/ud741
    – https://www.udemy.com/statistics/
    – https://www.coursera.org/specialization/datamining/20?utm_medium=courseDescripTop
    – https://www.coursera.org/course/sna
    – https://www.coursera.org/course/recsys
    – https://www.coursera.org/course/ml
    – https://www.coursera.org/course/datasci
    – http://learnds.com
    – https://www.coursera.org/specialization/jhudatascience/1
    – https://www.edx.org/course/utaustinx/utaustinx-ut-7-01x-foundations-data-2641#.VD1qX_nLfUu
    – https://www.edx.org/course/mitx/mitx-15-071x-analytics-edge-1416#.VD1rM_nLfUs
    – http://cs109.github.io/2014/pages/schedule.html
    – https://www.edx.org/course/caltechx/caltechx-cs1156x-learning-data-2516#.VED8EvmSysg
    – https://www.coursera.org/specialization/datamining/20/courses
    – http://www.mastersindatascience.org/blog/data-scientist-foundations-the-hard-and-human-skills-you-need/
    – https://www.coursera.org/course/procmin
  8. Unix -https://class.coursera.org/startup-001/lecture/107
  9. Python
    – http://www.codecademy.com/courses/python-intermediate-en-6zbLp/0/1?curriculum_id=50e5d11681c3a77e29002f95
    – http://www.scipy.org/install.html
    – https://www.coursera.org/course/pythonlearn
    – http://pandas.pydata.org/pandas-docs/stable/10min.html
    – http://www.analyticsvidhya.com/blog/2014/08/baby-steps-python-performing-exploratory-analysis-python/
    – http://www.analyticsvidhya.com/blog/2014/09/mining-youtube-python-social-media-analysis/
    – http://www.analyticsvidhya.com/blog/2014/09/data-munging-python-using-pandas-baby-steps-python/
    – http://radimrehurek.com/2014/03/data-streaming-in-python-generators-iterators-iterables/?utm_content=buffer4c487&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
    – http://blog.miguelgrinberg.com/post/designing-a-restful-api-with-python-and-flask
    – https://github.com/alexrutherford/facebook_scraping
    – http://ravikiranj.net/posts/2012/code/how-build-twitter-sentiment-analyzer/
    – http://stackoverflow.com/questions/372885/how-do-i-connect-to-a-mysql-database-in-python
    – https://github.com/ignacioelola/price_monitoring/blob/master/amazon_tablet_prices.py
    – https://github.com/Buzzilla/webhose-python/tree/master/webhose
    – https://pypi.python.org/pypi/webhose/0.1.0
    – https://speakerdeck.com/nicola/developing-restful-web-apis-with-python-flask-and-mongodb
    – http://tech.pro/tutorial/1213/how-to-build-an-api-with-python-and-flask
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