# Data Science & Analytics

18,895 learners

## Intro to Time Series Analysis with Airline Data

This data-heavy course focuses on trends and patterns in air travel history. Using complex visualizations and time series analysis, you will learn about growth trajectories and seasonal fluctuations in the air travel sector.

[See path](https://codesignal.com/learn/paths/journey-into-data-science-with-python)

- **5 lessons**  
- **26 practices**  
- **3 hours**

## Course details

### Unit 1
- **5 practices**  
- **38 min**  
- **Exploring the Seaborn Flights Dataset: An Initial Glimpse**  
  - [Preview](https://codesignal.com/learn/courses/intro-to-time-series-analysis-with-airline-data/lessons/exploring-the-seaborn-flights-dataset-an-initial-glimpse)
  - Exploring the Flights Dataset: First Impressions
  - Slightly Shifting our Spaceship: Adjusting our View on Flight Data
  - Navigating Through the Turbulence: Dataset Entry Count Issue
  - Navigating the Cosmos: Total Entries and Dimensions of the Airline Dataset
  - Flight Data Exploration: Final Takeoff

### Unit 2
- **5 practices**  
- **38 min**

### Unit 3
- **5 practices**  
- **38 min**

### Unit 4
- **5 practices**  
- **38 min**

### Unit 5
- **6 practices**  
- **44 min**

[Previous Course](https://codesignal.com/learn/courses/intro-to-data-visualization-with-titanic)  
[Next Course: Intro to Data Cleaning and Preprocessing with Titanic](https://codesignal.com/learn/courses/intro-to-data-cleaning-and-preprocessing-with-titanic)

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