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materials from data science dojo

HTML 0.14% Python 0.67% R 0.99% Roff 98.14% Java 0.04% Rebol 0.01% SQLPL 0.03%

datasciencedojo's Introduction

bootcamp

This repo includes slides and sample codes in DSD's bootcamp

The folders are described as following:

  • Introduction_to_Big_Data_Predictive_Analytics_and_Data_Science (pre-bootcamp)
  • Data_Mining_Fundamentals (pre-bootcamp)
  • Introduction_to_R_Programming (pre-bootcamp)
  • Datasets
    The data sets used in the bootcamp.
  • Introduction
  • Data_Exploration_and_Visualization
    • R_Markdown
  • Decision_Tree
  • Logistic_Regression
  • Evaluating_Machine_Learning_Models
  • Linear_Regression
  • Regularized_Regression
  • Unsupervised_Learning
  • Ensemble_Methods
  • Naive_Bayes_Classifier
  • Recommender_Systems
  • Azure_Labs
  • Fundamentals_of_Big_Data_Engineering
  • NoSQL_Databases
  • Online_Experimentation_and_AB_Testing
  • Stream_Processing_and_Event_Ingestion
  • Hack_Day
  • Course Outline.pdf
  • Bootcamp Software and Hardware.pdf
  • Resources

datasciencedojo's People

Contributors

yuhuizhang avatar beboped avatar dsdojo avatar phuchduong avatar knkelley12 avatar jasminew77 avatar nwollkind avatar

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