Dive into essential machine learning concepts and techniques through a comprehensive series of tutorials and webcasts. Explore the intricacies of confusion matrices, gain a deep understanding of ROC curves and Area Under the Curve (AUC), and tackle real-world challenges like the Allstate Purchase Prediction on Kaggle. Learn how to kickstart your machine learning journey using Python, and delve into the fascinating world of text-based machine learning through an interactive Q&A session. Equip yourself with practical knowledge and hands-on experience to excel in the field of machine learning.
Overview
Syllabus
Making sense of the confusion matrix.
ROC Curves and Area Under the Curve (AUC) Explained.
Allstate Purchase Prediction Challenge on Kaggle.
Getting started with machine learning in Python (webcast).
Q&A about Machine Learning with Text (online course).
Taught by
Data School
