Advanced Data Science using R Home / Courses / Advanced Data Science using R What is Data Science? Data Science Introduction 30 min Data Science Process Data Summarization Different Types of Data 30 min Summarizing Data Descriptive Statistics Data Management Loading Data 30 min Data Cleaning Data Prepossessing Analysis of Data sets Exporting Data Data Visualization Histograms 30 min Density Plot Bar Plot Box Plot Dot Plot Scatter Plot Line Chart Pie Chart Supervised Learning Linear Regression 30 min Logistic Regression Decision Trees Random Forests Support Vector Machine Naïve Bayes Unsupervised Learning Market-Basket Analysis 30 min Principal Component Analysis Factor Analysis Cluster Analysis Text Mining Sentiment Analysis Vector Space model Project Objective 30 min Hypothesis building Coding Advanced Data Science using R Back to Course This content is protected, please login and enroll course to view this content! Prev Summarizing Data Next Loading Data