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


About

Building on the fundamentals of Data Science and how to apply it to Airline Finance as established in the Data Science and Decision Support for Airline Finance 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. 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 the Data Science and Decision Support for Airline Finance 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 Finance (LIVE virtual classroom)

Virtual Session EMEA (IATA)
8 - 11 February, 2021
Register before 18 Jan, 2021 for a USD100 discount
Please register by 25 Jan
All prices are before tax. Class no: 132326 English
Dev. Nations
USD 1,960
Member
USD 2,520
Regular
USD 2,800

5 additional classes are scheduled

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

Virtual Session Americas (IATA)
22 - 25 February, 2021
Register before 01 Feb, 2021 for a USD100 discount
Please register by 08 Feb
All prices are before tax. Class no: 132251 English
Dev. Nations
USD 1,960
Member
USD 2,520
Regular
USD 2,800

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

Virtual Session Asia (IATA)
22 - 25 March, 2021
Register before 22 Dec, 2020 for a 20% discount
Please register by 08 Mar
All prices are before tax. Class no: 132181 English
Dev. Nations
USD 1,960
Member
USD 2,520
Regular
USD 2,800

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

Virtual Session Asia (IATA)
23 - 26 August, 2021
Register before 25 May, 2021 for a 20% discount
Please register by 09 Aug
All prices are before tax. Class no: 132182 English
Dev. Nations
USD 1,960
Member
USD 2,520
Regular
USD 2,800

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

Virtual Session EMEA (IATA)
4 - 7 October, 2021
Register before 06 Jul, 2021 for a 20% discount
Please register by 20 Sep
All prices are before tax. Class no: 132327 English
Dev. Nations
USD 1,960
Member
USD 2,520
Regular
USD 2,800

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

Virtual Session Americas (IATA)
18 - 21 October, 2021
Register before 20 Jul, 2021 for a 20% discount
Please register by 04 Oct
All prices are before tax. Class no: 132252 English
Dev. Nations
USD 1,960
Member
USD 2,520
Regular
USD 2,800

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 Finance 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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