2020 CAS Virtual Workshop - Python for Actuaries - July 15 - August 19, 2020

Event Details

-
12 - 1:30 PM ET Eastern Time

Virtual Bootcamp

June 26, 2020

About This Event

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.

Event Information

July 15 – August 19 Every Wednesday (12:00 – 1:30 PM, ET)

Registration is closed. A waitlist sign up is available.

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

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.

TECHNICAL REQUIREMENTS

Test your system - https://support.goto.com/meeting/system-check

CANCELLATION INFORMATION

Registration fees will be refunded for cancellations received in writing at the CAS Office via fax, 703-276-3108, or email, refund@casact.org, by July 1, 2020 less a $100 processing fee.

CONTACT US

  • For more information on content, please contact Nora Potter, Education Coordinator, at npotter@casact.org.
  • For more information on attendee registration, please email the Actuaries' Resource Center at arc@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.


Event registration

REGISTRATION (LIMIT UP TO 20 PARTICIPANTS)

Registration is closed. A waitlist sign up is available.

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

EARLY (BEFORE JUNE 26)

LATE (AFTER JUNE 26)

Member

$600

$700

Non-Member

$800

$900


Schedule


Session

Date

Lead

Contents

1

July 15

Brian Fannin

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

2

July 22

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

July 29

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
Prem and Loss Simulated Data

4

Aug 5

Steve Mildenhall

Pandas 3: Visualization and Reporting
Plotting Plus Matplotlib, Geopandas, Jinja
COVID Data and NY Auto data

5

Aug 12

Steve Mildenhall

Simulation Modeling, Pandas, Numpy, Scipy.Stats
Cat Model
Creating Data for Session 1

6

Aug 19

Brian Fannin

Linear Regression, lm, glm, sklearn
Triangles Analysis


Schedule


Session

Date

Lead

Contents

1

July 15

Brian Fannin

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

2

July 22

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

July 29

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
Prem and Loss Simulated Data

4

Aug 5

Steve Mildenhall

Pandas 3: Visualization and Reporting
Plotting Plus Matplotlib, Geopandas, Jinja
COVID Data and NY Auto data

5

Aug 12

Steve Mildenhall

Simulation Modeling, Pandas, Numpy, Scipy.Stats
Cat Model
Creating Data for Session 1

6

Aug 19

Brian Fannin

Linear Regression, lm, glm, sklearn
Triangles Analysis