2022 CAS Virtual Workshop Introduction to Python

Event Details

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Every Tuesday (11:00 AM – 12:30 PM, ET)

About This Event

The April/May CAS Virtual Workshop Introduction to Python is Sold Out. Please plan to Join us for the August/September Python Workshop – Registration Opens on March 30.

As actuaries work more and more with teams of data scientists and software engineers, they are more likely to encounter use of the Python programming language. While R is an environment for performing statistical analysis, Python is a general purpose programming language.

This workshop will provide an introduction to Python and show how to perform data collection, data visualization, and data analysis in Python. There will be six 90-minute sessions.

Event Information

Casualty Actuarial Society's Envisioned Future

The CAS will be recognized globally as the premier organization in advancing the practice and application of casualty actuarial science and educating professionals in general insurance, including property-casualty and similar risk exposure.

Continuing Education Credits

The CAS Continuing Education Policy applies to all ACAS and FCAS members who provide actuarial services. Actuarial services are defined in the CAS Code of Professional Conduct as "professional services provided to a Principal by an individual acting in the capacity of an actuary. Such services include the rendering of advice, recommendations, findings or opinions based upon actuarial considerations". Members who are or could be subject to the continuing education requirements of a national actuarial organization can meet the requirements of the CAS Continuing Education Policy by satisfying the continuing education requirements established by a national actuarial organization recognized by the Policy.

This activity may qualify for up to 10.8 CE credits for the 2022 Intro to Python Virtual Workshop for CAS members. Participants should claim credit commensurate with the extent of their participation in the activity. CAS members earn 1 CE credit per 50 minutes of educational session time, not to include breaks or lunch.

Note: The amount of CE credit that can be earned for participating in this activity must be assessed by the individual attendee. It also may be different for individuals who are subject to the requirements of organizations other than the American Academy of Actuaries.

Virtual Seminar Recordings

Recordings of this workshop are available to attendees on our UCAS platform for five years.

Speaker Opinions

The opinions expressed by speakers at this event are their own and do not necessarily reflect the opinions of the CAS.

Technical Specifications

This event will be held on Microsoft Teams. For the best experience it is recommended that attendees download the Teams desktop app. Attendees may also use the web version of Teams through the following compatible browsers: Chrome, Safari, Firefox, and Microsoft Edge. Teams is not supported in Internet Explorer 11 or Opera.

Contact Information

For more information on content, please contact Wendy Ponce, Professional Education Coordinator, at wponce@casact.org.

For more information on course logistics or attendee registration, please contact Leanne Wieczorek, Meeting Planner at lwieczorek@casact.org.

For more information on other CAS opportunities or regarding administrative policies such as complaints and refunds, please contact the CAS Office at (703) 276-3100 or office@casact.org.

Registration Information

The April/May CAS Virtual Workshop Introduction to Python is Sold Out. Please plan to Join us for the August/September Python Workshop – Registration Opens on March 30.

Limit up to 35 participants

When registering for this event online, please select your reg type to see the event fees available.

Limited to individual registrations only. Group registrations are not permitted.

 

EARLY (BEFORE March 22)

LATE (AFTER March 22)

Member

$650

$750

Non-Member

$850

$950

Cancellation Information

Registration fees will be refunded for cancellations received in writing at the CAS Office via email, refund@casact.org, by March 28, 2022 less a $100 processing fee.

Speakers

Steve Mildenhall

Stephen Mildenhall is Assistant Professor in the School of Risk Management, Insurance and Actuarial Science at St. John's University in New York. He is an FCAS, CERA, CSPA and CCRMP and serves on the Board of Directors for the CAS and iCAS. Steve holds a PhD in mathematics from the University of Chicago.

Brian Fannin

Brian Fannin has been an actuary for over 20 years. The data lack sufficient credibility for him to give a more precise estimate. Brian has been an Associate of the CAS since 2002 and a Certified Specialist in Predictive Analytics (CSPA) since 2017. He has worked in a variety of roles in commercial insurance, both primary and excess, here in the US as well as Europe, London and Asia. An early proponent of R, he has taught various workshops and seminars for the CAS, Actex and insurance clients. He joined the staff of the CAS in March of 2018 as Research Actuary. His focus is to enable CAS committees and research partners to work efficiently in developing relevant, practical content.

Schedule

Session

Date

Lead

Contents

1

Apr 5

Brian Fannin

Python Programming Basics
Variables, Types, Lists, Dictionaries, Functions, Dates, Strings, Dir, Help
Simulated transactional data, computing Earned Premium (see 5)

2

Apr 12

Steve Mildenhall

Pandas 1: Data Frame Creation and Basic Data Manipulation
Make a triangle. Make development factors. Make an exhibit.
CAS Loss Reserve Database

3

Apr 19

Brian Fannin

Pandas 2: Data io with External Sources:
Excel, CSV, Markdown, HTML, Web; Advanced Data Manipulation: Querying, Merging, Indexes, Stack, Unstack, Pivot-table, Tidy Data

4

Apr 26

Steve Mildenhall

Pandas 3: Visualization and Reporting
Basic Pandas and Matplotlib 
Loss Development data

5

May 3

Steve Mildenhall

Simulation Modeling, More Pandas, Numpy, Scipy.Stats
Cat Model, Iman Conover Method, Correlation Vines

6

May 10

Brian Fannin

Linear Regression, lm, glm, sklearn
Triangles Analysis

Schedule

Session

Date

Lead

Contents

1

Apr 5

Brian Fannin

Python Programming Basics
Variables, Types, Lists, Dictionaries, Functions, Dates, Strings, Dir, Help
Simulated transactional data, computing Earned Premium (see 5)

2

Apr 12

Steve Mildenhall

Pandas 1: Data Frame Creation and Basic Data Manipulation
Make a triangle. Make development factors. Make an exhibit.
CAS Loss Reserve Database

3

Apr 19

Brian Fannin

Pandas 2: Data io with External Sources:
Excel, CSV, Markdown, HTML, Web; Advanced Data Manipulation: Querying, Merging, Indexes, Stack, Unstack, Pivot-table, Tidy Data

4

Apr 26

Steve Mildenhall

Pandas 3: Visualization and Reporting
Basic Pandas and Matplotlib 
Loss Development data

5

May 3

Steve Mildenhall

Simulation Modeling, More Pandas, Numpy, Scipy.Stats
Cat Model, Iman Conover Method, Correlation Vines

6

May 10

Brian Fannin

Linear Regression, lm, glm, sklearn
Triangles Analysis