Data Science Modelling and Integration for Aviation (classroom)

CLASSROOM

About the course

3-day (24 hours) classroom course

Building on IATA's Data Science and Decision Support for Aviation course, this advanced course is designed to provide hands-on experience with data science modelling and in-depth guidance on how to incorporate data science results into day-to-day operations and commercial decisions. This includes diving into the limitations and risks related to predictive analysis and forecasting, as well as the prerequisites and assumptions required to successfully interpret outcomes of data models and analysis. We will also discuss the implications of unexpected market events on data science models and results for better risk preparedness.

Course code: TALF-99

Course format

• This classroom course provides 3 days (24 hours) of instruction delivered by an official IATA Instructor.
• Take this course at an IATA Training Center, Regional Training Partner, or on-demand as in-house training.
• Student performance will be based on an assessment.

Prerequisites

• Participants should have completed IATA's Data Science and Decision Support for Airline course, or have 2+ years’ experience dealing directly with data, i.e. working with data visualization tools, analytics tools.
• Recommended level is Intermediate.
• The recommended level of language proficiency is ICAO Operational Level 4 or the equivalent for courses held in languages other than English.

How to register

• When you click the Register button, you will be directed to log in to your Training Account.
• Register early and save up to 25% at our Training Centers! Please read the Terms and Conditions for the early bird discount.

In-house training

To arrange in-house training for your company, please complete the in-house training request form or contact the Training Specialist in your region.

2 additional classes are scheduled

Data Science Modelling and Integration for Aviation (classroom)

United States, Miami (IATA, ACCET Accredited)

20 - 22 November, 2023

Register before May 20, 2023 to take advantage of the 25% Early Bird discount (only for payment by credit card or ICH)*. The price below includes this discount. *Terms apply

Please register by 30 Oct

Find out more about our Early Bird Terms.
All prices are before tax and include applicable discounts.
Class no: 172035 English

Dev. Nations

USD 1,133

Member

USD 1,451

Regular

USD 1,613

View more details View fewer details

The IATA Training Center in Miami is ACCET Accredited

Miami Training Center Information

Register

Data Science Modelling and Integration for Aviation (classroom)

United Kingdom, London (IATA)

13 - 15 December, 2023

Register before Jun 13, 2023 to take advantage of the 25% Early Bird discount (only for payment by credit card or ICH)*. The price below includes this discount. *Terms apply

Please register by 22 Nov

Find out more about our Early Bird Terms.
All prices are before tax and include applicable discounts.
Class no: 173054 English

Dev. Nations

USD 1,133

Member

USD 1,451

Regular

USD 1,613

View more details View fewer details

London - Imparando Training Center Information

Register

What you will learn

Upon completing this course you will be able to:

• Evaluate different data science methodologies to fit your business questions
• Explore and prepare your data for analysis
• Build regression models for reliable forecasting and predictive analysis
• Build classification models for identifying opportunities to create a rigorous profitability analysis
• Integrate this process and results into your daily work

Course content

The key topics that are covered during this course include:

• Framing your business question
• Data evaluation and transformation
• Overview of commonly used Models in Data Science
• Model Evaluation and Validation
• Communication and Integration into workstream

Who should attend

This course is recommended for:

• Aviation professionals familiar with data visualization tools; Logistics and IT service providers
• Managers looking to strategically introduce data science principles to their workflow
• Analysts looking to improve their command of analytical techniques
• Revenue analysts, operations analysts, Operations Manager, Distribution Managers

Certificate awarded

An IATA Certificate of Completion is awarded to participants obtaining a grade of 70% or higher on an assessment. A special distinction is awarded to participants obtaining a grade of 90% or higher.