Data Science Modelling and Integration for Aviation (LIVE virtual classroom)


About

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.

Download the Outline

Course code: TALF-99-VC

Course format

  • The live sessions of this virtual classroom course are delivered by an official IATA Instructor.
  • The course will take you approximately 12 hours to complete and be held over 4 consecutive days.
  • There will be 2 live interactive virtual classroom sessions per day, each session will be 90 minutes.
  • The live sessions will require your participation, with multiple Q&A sessions and additional time spent on self-study material including projects, research, additional reading and videos.
  • Student performance will be based on an assessment.

Technical requirements

Please verify your hardware, software and network to support your upcoming course with IATA Training

Prerequisites

  • Participants should have:
    • Completed IATA's Data Science and Decision Support for Airline course, or
    • 2+ years’ experience dealing directly with data, i.e. working with data visualization tools, analytics tools, or basic programming such as Tableau, PowerBI, Python, R, SQL, etc. (Note: Programming is not required for this course, but basic knowledge would be helpful).
  • Recommended level is Intermediate.
  • The recommended level of language proficiency is ICAO Operational Level 4 for courses in English or the equivalent level for other languages.

How to register

To arrange in-house training for your company: Complete the in-house training request form or contact the salesperson in your region.

Virtual venues

We schedule our virtual classroom courses through one of 3 virtual venues, each in a different time zone for your convenience. For more information, please visit our page on virtual classroom timing or contact our Customer Portal.

Please check the exact schedule of each class below (View more details) and click ‘Register’.

Next class

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session EMEA (IATA)
4 - 6 October, 2021
All prices are before tax. Class no: 132327 English
Dev. Nations
USD 1,260
Member
USD 1,620
Regular
USD 1,800

Virtual Classroom Training Information

2 daily LIVE sessions:
15:00-16:30 & 17:30-19:00 Beijing/Singapore
11:00-12:30 & 13:30-15:00 Dubai
9:00-10:30 & 11:30-13:00 Geneva/Paris
7:00-8:30 & 9:30-11:00 UTC

7 additional classes are scheduled

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session Americas (IATA)
18 - 21 October, 2021
Register before 27 Sep, 2021 to take advantage of the USD100 Early Bird discount. The price below includes this discount.
Please register by 04 Oct
All prices are before tax. Class no: 132252 English
Dev. Nations
USD 1,160
Member
USD 1,520
Regular
USD 1,700

Virtual Classroom Training Information

2 daily LIVE sessions:
10:00-11:30 & 12:30-14:00 Miami/Montreal
16:00-17:30 & 18:30-20:00 Geneva/Paris
18:00-19:30 & 20:30-22:00 Dubai
14:00-15:30 & 16:30-18:00 UTC

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session EMEA (IATA)
6 - 9 December, 2021
Register before 15 Nov, 2021 to take advantage of the USD100 Early Bird discount. The price below includes this discount.
Please register by 22 Nov
All prices are before tax. Class no: 145906 English
Dev. Nations
USD 1,160
Member
USD 1,520
Regular
USD 1,700

Virtual Classroom Training Information

<p>Two sessions daily:<br>

10:00-11:30 & 13:00-14:30 Geneva<br>

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session Americas (IATA)
11 - 14 April, 2022
Register before 09 Jan, 2022 to take advantage of the 20% Early Bird discount*. The price below includes this discount. *Terms apply
Please register by 28 Mar
All prices are before tax. Class no: 149023 English
Dev. Nations
USD 1,008
Member
USD 1,296
Regular
USD 1,440

Virtual Classroom Training Information

2 daily LIVE sessions:
  10:30-12:00 & 13:00-14:30 Miami/Montreal
  16:30-18:00 & 19:00-20:30 Geneva/Paris
  18:30-20:00 & 21:00-22:30 Dubai
  14:30-16:00 & 17:00-18:30 UTC

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session EMEA (IATA)
13 - 16 June, 2022
Register before 13 Mar, 2022 to take advantage of the 20% Early Bird discount*. The price below includes this discount. *Terms apply
Please register by 30 May
All prices are before tax. Class no: 149407 English
Dev. Nations
USD 1,008
Member
USD 1,296
Regular
USD 1,440

Virtual Classroom Training Information

2 daily LIVE sessions:
  15:00-16:30 & 17:30-19:00 Beijing/Singapore
  11:00-12:30 & 13:30-15:00 Dubai
  9:00-10:30 & 11:30-13:00 Geneva/Paris
  7:00-8:30 & 9:30-11:00 UTC

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session Asia (IATA)
4 - 7 July, 2022
Register before 03 Apr, 2022 to take advantage of the 20% Early Bird discount*. The price below includes this discount. *Terms apply
Please register by 20 Jun
All prices are before tax. Class no: 149206 English
Dev. Nations
USD 1,008
Member
USD 1,296
Regular
USD 1,440

Virtual Classroom Training Information

2 daily LIVE sessions:
12:00-13:30 & 14:30-16:00 Beijing/Singapore
8:00-9:30 & 10:30-12:00 Dubai
6:00-7:30 & 8:30-10:00 Geneva/Paris
4:00-5:30 & 6:30-8:00 UTC

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session EMEA (IATA)
21 - 24 November, 2022
Register before 21 Aug, 2022 to take advantage of the 20% Early Bird discount*. The price below includes this discount. *Terms apply
Please register by 07 Nov
All prices are before tax. Class no: 149408 English
Dev. Nations
USD 1,008
Member
USD 1,296
Regular
USD 1,440

Virtual Classroom Training Information

2 daily LIVE sessions:
  16:00-17:30 & 18:30-20:00 Beijing/Singapore
  12:00-13:30 & 14:30-16:00 Dubai
  9:00-10:30 & 11:30-13:00 Geneva/Paris
  8:00-9:30 & 10:30-12:00 UTC

Data Science Modelling and Integration for Aviation (LIVE virtual classroom)

Virtual Session Asia (IATA)
19 - 22 December, 2022
Register before 18 Sep, 2022 to take advantage of the 20% Early Bird discount*. The price below includes this discount. *Terms apply
Please register by 05 Dec
All prices are before tax. Class no: 149207 English
Dev. Nations
USD 1,008
Member
USD 1,296
Regular
USD 1,440

Virtual Classroom Training Information

2 daily LIVE sessions:
  12:00-13:30 & 14:30-16:00 Beijing/Singapore
  8:00-9:30 & 10:30-12:00 Dubai
  5:00-6:30 & 7:30-9:00 Geneva/Paris
  4:00-5:30 & 6:30-8:00 UTC

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

  • 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.

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