An entire knowledge science case examine: preprocessing, modeling, mannequin validation and upkeep in Python
What you’ll be taught
- Enhance your Python modeling expertise
- Differentiate your knowledge science portfolio with a sizzling subject
- Replenish your resume with in demand knowledge science expertise
- Construct a whole credit score threat mannequin in Python
- Impress interviewers by exhibiting sensible data
- Easy methods to preprocess actual knowledge in Python
- Study credit score threat modeling principle
- Apply state-of-the-art knowledge science methods
- Clear up an actual-life knowledge science process
- Be capable of consider the effectiveness of your mannequin
- Carry out linear and logistic regressions in Python
- No prior expertise is required. We’ll begin from the very fundamentals
- You’ll want to put in Anaconda and Python. We’ll present you the way to do this step-by-step
Model new course!!
Hello! Welcome to Credit Risk Modeling in Python. The one on-line course that teaches you the way banks use knowledge science modeling in Python to enhance their efficiency and adjust to regulatory necessities. That is the proper course for you, in case you are in a knowledge science profession. Right here’s why:
· The trainer is a confirmed skilled (PhD from the Norwegian Enterprise college, who has taught in world famend universities resembling HEC, the College of Texas, and the Norwegian Enterprise college).
· The course is appropriate for rookies. We begin with principle and preliminary knowledge pre-processing and progressively remedy a whole train in entrance of you
· All the things we cowl is up-to-date and related in in the present day’s growth of Python fashions for the banking trade
· That is the one on-line course that exhibits the whole image in credit score threat in Python (utilizing state-of-the-art methods to mannequin all three points of the anticipated loss equation – PD, LGD, and EAD) together with making a scorecard from scratch
· Right here we present you how one can create fashions which might be compliant with Basel II and Basel III rules that different programs hardly ever contact upon
· We aren’t going to work with pretend knowledge. The dataset used in this course is an precise actual-world instance
· You get to distinguish your knowledge science portfolio by exhibiting expertise which might be extremely demanded in the job market
· What’s most necessary – you get to see first-hand how a knowledge science process is solved in the actual-world
Most knowledge science programs cowl a number of frameworks, however skip the pre-processing and theoretical half. That is like studying how one can style wine earlier than with the ability to open a bottle of wine.
We don’t try this. Our purpose is that will help you construct a strong basis. We would like you to review the idea, learn to pre-course of knowledge that doesn’t essentially come in the ‘’friendliest’’ format, and naturally, solely then we are going to present you how one can construct a state-of-the-art mannequin and how one can consider its effectiveness.
All through the course, we are going to cowl a number of necessary knowledge science methods.
– Weight of proof
– Info worth
– Positive classing
– Coarse classing
– Linear regression
– Logistic regression
– Space Beneath the Curve
– Receiver Working Attribute Curve
– Gini Coefficient
– Assessing Inhabitants Stability
– Sustaining a mannequin
Together with the video classes you’ll obtain a number of precious sources that may assist you to be taught as a lot as attainable:
· Pocket book recordsdata
· Quiz questions
· Entry to Q&A the place you would attain out and speak to the course tutor.
Signing up for the course in the present day might be a terrific step in the direction of your profession in knowledge science. Just remember to take full benefit of this superb alternative!
See you on the within!Who this course is for:
- You must take this course in case you are a knowledge science scholar in bettering their expertise
- You must take this course if you wish to specialize in credit score threat modeling
- The course can be best for rookies, because it begins from the basics and progressively builds up your expertise
- This course is for you in order for you a terrific profession
Created by 365 Careers
Final up to date 6/2020
Measurement: 3.15 GB
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