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Artificial Intelligence & Machine Learning in Finance: Complete Practical Course
AI & ML in Finance - Lecture - 21 - Classification Trees

AI & ML in Finance - Lecture - 21 - Classification Trees

Artificial Intelligence & Machine Learning in Finance: Complete Practical Course

محتوى الكورس

جميع الدروس
36 درس
11:38 AI & ML in Finance - Lecture - 28 - Neural Networks Application
07:39 AI & ML in Finance - Lecture 20 - Application SVMs Part 3
14:45 AI & ML in Finance - Lecture - 21 - Classification Trees
15:26 AI & ML in Finance - Lecture - 22 - Classification Trees: Application
07:24 AI & ML in Finance - Lecture - 23 - Boosted Classification Trees
07:22 AI & ML in Finance - Lecture - 24 - Regression Trees
18:05 AI & ML in Finance - Lecture - 25 - Neural Networks: Structure
09:11 AI & ML in Finance - Lecture - 26 - Fitting Neural Networks
07:14 AI & ML in Finance - Lecture - 27 - Convolutional Neural Networks
13:06 AI & ML in Finance - Lecture - 19 - Application SVMs Part 2
07:21 AI & ML in Finance - Lecture - 29 - Multilayer Perceptron - Application
09:27 AI & ML in Finance - Lecture - 30 - Multilayer Perceptron: Overfitting
04:21 AI & ML in Finance - Lecture - 31 - Multilayer Perceptron: Deep Model
06:07 AI & ML in Finance - Lecture 32 - Multilayer Perceptron: Early Stopping
14:19 AI & ML in Finance - Lecture 33 - Convolutional Neural Networks: Application
13:30 AI & ML in Finance - Lecture 34 - Regtech
18:23 AI & ML in Finance - Lecture 35 - Suptech & Systemic Risk
20:16 AI & ML in Finance - Lecture 36 - AI/ML & Ethics
10:17 AI & ML in Finance - Lecture - 10 - Multiple Linear Regression - Variable Selection
27:28 Artificial Intelligence & Machine Learning in Finance - Lecture 2 - Introduction
09:21 Artificial Intelligence & Machine Learning in Finance - Lecture 3 - Data sources
10:08 Artificial Intelligence & Machine Learning in Finance - Lecture 4 - Data preprocessing
18:21 Artificial Intelligence & Machine Learning in Finance - Lecture 5 - German Credit Data Part 1
13:20 Artificial Intelligence & Machine Learning in Finance - Lecture 6 - German Credit Data Part 2
09:59 AI & ML in Finance - Lecture 7 - Data Generation
17:49 AI & ML in Finance - Lecture 8 - Simple Linear Regression
14:47 AI & ML in Finance - Lecture 9 - Multiple Linear Regression - Definition
14:02 Artificial Intelligence & Machine Learning in Finance - Lecture 1 - Course outline
30:54 AI & ML in Finance - Lecture - 11 - Multiple Linear Regression - Further topics
27:11 AI & ML in Finance - Lecture - 12 - Penalized Regression
09:43 AI & ML in Finance - Lecture 13 - Elastic Net & Cross-Validation
27:32 AI & ML in Finance - Lecture 14 - Application of PLS
10:32 AI & ML in Finance - Lecture 15 - Bayes & kNN Classifier
15:10 AI & ML in Finance - Lecture 16 - Maximal Margin Classifier
13:53 AI & ML in Finance - Lecture 17 - Support Vector Machines
16:08 AI & ML in Finance - Lecture 18 - Application of SVMs - Part 1