• $79

Practical ML - Advanced ML

  • Course
  • 26 Lessons

Practical Machine Learning in Finance is a hands-on course that teaches you how to apply machine learning to real investment problems. You’ll learn by doing—building classification models, engineering features, handling class imbalance, evaluating performance, and avoiding common pitfalls. Designed for finance professionals and students, the course focuses on practical implementation, not just theory.

Contents

Section 11: Support Vector Machines

SVM Slides
SVM Python Notebook
01 - Theory - Part 1
02 - Theory - Part 2
03 - Theory - Part 3
01 - Coding: Introduction
02 - Coding: Model Building and Evaluation
03 - Coding: Model Visualization
SVM Summary Quiz

Section 12: Deep Learning (Neural Networks)

Deep Learning Slides
Deep Learning Python Notebook
01 - Theory - Part 1
02 - Theory - Part 2
03 - Theory - Part 3
04 - Coding: Introduction
05 - Coding: Initialization and Model Building
06 - Coding: Model Evaluation
Deep Learning Summary Quiz

Section 13: Hierarchical Clustering

Clustering Slides
Hierarchical Clustering Python Notebook
01 - Theory
02 - Coding Introduction
03 - Initialization
04 - Feature Engineering
05 - Clustering
Hierarchical Clustering Summary Quiz