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Machine Learning in Finance Using Python
Lessons
Machine Learning with Python
What is Machine Learning?
Data Preprocessing in Data Science and Machine Learning
Feature Selection in Machine Learning
Train-Test Datasets in Machine Learning
Evaluate Model Performance – Loss Function
Model Selection in Machine Learning
Bias Variance Trade Off
Supervised Learning Models
Multiple Linear Regression
Logistic Regression
Logistic Regression in Python using scikit-learn Package
Decision Trees in Machine Learning
Random Forest Algorithm in Python
Support Vector Machine Algorithm Explained
Multivariate Linear Regression in Python with scikit-learn Library
Classifier Model in Machine Learning Using Python
Cross Validation to Avoid Overfitting in Machine Learning
K-Fold Cross Validation Example Using Python scikit-learn
Unsupervised Learning Models
K-Means Algorithm Python Example
Neural Networks Overview
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