目录¶
Introduction¶
- Defining Data Science
- Data Science Ethics
- Defining Data
- Introduction to Statistics and Probability
Working With Data¶
- Relational databases
- Non-relational databases
- Working with Python
- Preparing data
Data Visualization¶
- Visualizing quantities
- Visualizing distribution
- Visualizing proportions
- Visualizing relationships
- Making Meaningful Visualizations
Lifecycle¶
- Introduction to the Data Science lifecycle
- Analyzing
- Communication
Cloud Data¶
- Why use Cloud for Data Science?
- Data Science in the Cloud: The "Low code/No code" way
- Data Science in the Cloud: The "Azure ML SDK" way
In the Wild¶
- Data Science in the Real World