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Machine Learning for Finance

Table of Contents

The topic would be available (viewable) the day before the class.
Table
Topics
Lectures
Small Description
Difficulty
B. Regression Models
Open
2
3
Predicting continuous values.
Medium
C. Classification Models
Open
4
Predicting categorical values.
Medium
D. Concepts, Systems and Data
Open
5
Systems and data importance.
Easy
E. Preprocessing Phase
Open
6
Preparing data for modelling.
Easy
F. Modeling Phase
Open
7
8
Selecting the best model.
Hard
G. Explanation Phase
Open
8
Explaining the model.
Medium
H. Unsupervised Learning
Open
9
Modelling data without labels.
Medium
I. Deep Learning
Open
10
11
Deep neural networks.
Hard
J. Natural Language Processing
Open
12
Turning text into numbers.
Medium
K. Reinforcement Learning
Open
13
Learning from experience.
Hard
L. Asset Management
Open
14
Process in asset management.
Medium
1. Simulacrum or Shenanigan
Open
Seminar
BQE Seminar
Medium

Calendar Hours

Syllabus

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