Great Learning has posted this 11 hour full course on Data Science with Python for Beginners course.

Index:

  • Statistics vs Machine Learning – 2:15
  • Types of Statistics – 8:55
  • Types of Data – 1:50:35
  • Correlation – 2:45:50
  • Covariance – 2:52:23
  • Basics of Python – 4:24:36
  • Python Data Structures – 4:43:58
  • Flow Control Statements in Python – 4:55:58
  • Numpy – 5:32:48
  • Pandas – 5:51:30
  • Matplolib – 6:14:28
  • Linear Regression – 6:38:14
  • Logistic Regression – 9:54:34