Machine Learning with Python and Scikit-Learn

Overview

This course aims to teach learners how to apply machine learning techniques using Python and SKLearn for investing purposes. By the end of the course, students will be able to implement supervised machine learning algorithms such as Support Vector Machines (SVM) and Linear SVC, as well as unsupervised machine learning techniques like Flat Clustering with KMeans and Hierarchical Clustering with Mean Shift. The course follows a tutorial-based approach, guiding students through various examples and exercises to enhance their understanding of machine learning concepts and their practical applications. This course is intended for individuals interested in utilizing machine learning tools for investment analysis and decision-making.

Syllabus

Python Machine learning with SKLearn Tutorial for Investing - Intro.
Scikit Learn Machine Learning SVM Tutorial with Python p. 2 - Example.
Scikit Learn Machine Learning Tutorial for investing with Python p. 3.
Scikit Learn Machine Learning for investing Tutorial with Python p. 4.
Scikit Learn Machine Learning Tutorial for investing with Python p. 5.
Scikit Learn Machine Learning Tutorial for investing with Python p. 6.
Scikit Learn Machine Learning Tutorial with Python p. 7.
Scikit Learn Machine Learning Tutorial with Python p. 8.
Scikit Learn Machine Learning Tutorial with Python p. 9.
Scikit Learn Machine Learning Tutorial for investing with Python p. 10.
Scikit Learn Linear SVC Example Machine Learning Tutorial with Python p. 11.
Scikit Learn Machine Learning Tutorial for investing with Python p. 12.
Scikit Learn Machine Learning Tutorial for investing with Python p. 13.
Scikit Learn Machine Learning Tutorial for investing with Python p. 14.
Scikit Learn Machine Learning Tutorial for investing with Python p. 15.
Scikit Learn Machine Learning Tutorial for investing with Python p. 16.
Scikit Learn Machine Learning Tutorial for investing with Python p. 17.
Scikit Learn Machine Learning Tutorial for investing with Python p. 18.
Scikit Learn Machine Learning Tutorial for investing with Python p. 19.
Scikit Learn Machine Learning Tutorial for investing with Python p. 20.
Scikit Learn Machine Learning Tutorial for investing with Python p. 21.
Scikit Learn Machine Learning Tutorial for investing with Python p. 22.
Scikit Learn Machine Learning Tutorial for investing with Python p. 23.
Scikit Learn Machine Learning Tutorial for investing with Python p. 24.
Scikit Learn Machine Learning Tutorial for investing with Python p. 25.
Scikit Learn Machine Learning Tutorial for investing with Python p. 26.
Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-learn and Python.
Unsupervised Machine Learning - Hierarchical Clustering with Mean Shift Scikit-learn and Python.