Machine Learning with Python and Scikit-Learn

Overview

Dive into an extensive 8-hour tutorial series on machine learning with Python and Scikit-learn, focusing on applications in investing. Learn to implement various algorithms including Support Vector Machines (SVM), Linear SVC, and unsupervised learning techniques like K-Means and Mean Shift clustering. Progress through 26 detailed lessons covering fundamental concepts to advanced applications, gaining hands-on experience in using Scikit-learn for financial analysis and investment strategies. Explore both supervised and unsupervised learning methods, and discover how to leverage these powerful tools to make data-driven investment decisions.

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.