Python for credit
Dates: 2022
Price: $300 USD
A three day intensive course for credit practitioners already familiar with SAS, R, or interactive scorecard builders to learn the basics of the Python programming language.
The emphasis in this course on acquiring the necessary Python skills and not on the credit models themselves. The Python skills will be developed using credit-relevant examples.
Duration
- 3 days
Format
- Online webinar + tutorial sessions
- Since the course is designed to teach practical skills, the emphasis will be on hands-on learning under close supervision
- After a short introduction, the participants will be instructed through carefully chosen practical examples
Curriculum
- Day 1: Introduction to Python
- Day 2: Tabular data and data visualization
- Day 3: Models and Machine Learning
Contact credit@praelexis.com to reserve a place or for more information.
Credit with Python
Dates 2022
Price: $350 USD
A three day intensive course for data scientists or developers already familiar with Python who want to get started with credit modelling.
The emphasis in this course on using Python to develop credit models within the Basel II and Basel III frameworks.
Duration
- 3 days
Format
- Online webinar + tutorial sessions
- Since the course is designed to teach practical skills, the emphasis will be on hands-on learning under close supervision
- After a short introduction, the participants will be instructed through carefully chosen practical examples
Curriculum
- Day 1: Introduction to Credit scoring with Python
- Day 2: Probability of Default
- Day 3: Testing and validating models
Contact credit@praelexis.com to reserve a place or for more information.
MLxCredit
Date: 2022
Price: $150 USD
A one day intensive advanced course for data scientists or decision scientists already familiar with Python who want to get started with Machine Learning for credit modelling.
The emphasis in this course on using Python to develop credit models within the Basel II and Basel III frameworks.
Duration
- 1 day
Format
- Online webinar + tutorial sessions
- Since the course is designed to teach practical skills, the emphasis will be on hands-on learning under close supervision
- After a short introduction, the participants will be instructed through carefully chosen practical examples
Curriculum
- Session 1: Introduction to Machine Learning for Credit scoring with Python
- Session 2: Machine learning pipelines
- Session 3: Regulation, Validation and Testing
Contact credit@praelexis.com to reserve a place or for more information.