Description: 1993 SOA Spring Meeting, Boston. This session presented ways of using technology of 1993 in order to further actuarial applications and actuarial projects. The speakers related recent personal experiences in which emerging trends in hardware, software, and methodologies have been utilized.

Description: This 1977 panel discussion covered hardware, programs, time sharing services and programming languages available at that time.

Description: Machine learning models have many practical applications in the world of insurance. These applications are well documented and most actuaries, at least at a high level, are familiar with these concepts. The presenters will take this one step further and provide an introduction to the theoretical formulas and real-world considerations that make machine learning models possible.

Description: 1994 SOA Meeting, San Antonio. This session explored the advantages and disadvantages of using several computer languages for actuarial work. In addition, the role of spreadsheets was discussed.

Description: 1999 SOA Annual Meeting, San Francisco. This panel analyzed the choices between purchasing actuarial software and developing the software in-house. Topics discussed: 1. Determination of software needs. 2. Evaluation of software packages. 3. Combining in-house developed software with commercial software. 4. Modifying commercial software to the needs of the organization. 5. Staffing and training for in-house developments versus staffing and training for installation of purchased software.