edureka! provides a basic introduction to data science in this livestream from earlier today.
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