1. Installations mac ubuntu windows
Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).
2. Dse210 probability statistics python
Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)
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jupyter-notebook3. Datasciencecoursera
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
5. Python tutorials
Python tutorials in both Jupyter Notebook and youtube format.
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jupyter-notebook6. DSE220 Machine Learning
Repo for my graduate data science machine learning class at UCSD (UC San Diego). This course provides a broad introduction to the practical side of machine-learning and data analysis. The topics covered in this class include topics in supervised learning, such as k-nearest neighbor classifiers, decision trees, boosting and perceptrons, and topic…
7. DSE230 Data Analysis Using Hadoop and Spark UCSD
Map-reduce, streaming analysis, and external memory algorithms and their implementation using the Hadoop and its eco-system: HBase, Hive, Pig and Spark. The class will include assignment of analyzing large existing databases.
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